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WO2020034935A1 - Battery pack monitoring device and system - Google Patents

Battery pack monitoring device and system Download PDF

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Publication number
WO2020034935A1
WO2020034935A1 PCT/CN2019/100315 CN2019100315W WO2020034935A1 WO 2020034935 A1 WO2020034935 A1 WO 2020034935A1 CN 2019100315 W CN2019100315 W CN 2019100315W WO 2020034935 A1 WO2020034935 A1 WO 2020034935A1
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WO
WIPO (PCT)
Prior art keywords
battery pack
sound
signal
sound signal
controller
Prior art date
Application number
PCT/CN2019/100315
Other languages
French (fr)
Chinese (zh)
Inventor
陈雷
王祖光
Original Assignee
杭州容大智造科技有限公司
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Publication date
Application filed by 杭州容大智造科技有限公司 filed Critical 杭州容大智造科技有限公司
Publication of WO2020034935A1 publication Critical patent/WO2020034935A1/en

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    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60LPROPULSION OF ELECTRICALLY-PROPELLED VEHICLES; SUPPLYING ELECTRIC POWER FOR AUXILIARY EQUIPMENT OF ELECTRICALLY-PROPELLED VEHICLES; ELECTRODYNAMIC BRAKE SYSTEMS FOR VEHICLES IN GENERAL; MAGNETIC SUSPENSION OR LEVITATION FOR VEHICLES; MONITORING OPERATING VARIABLES OF ELECTRICALLY-PROPELLED VEHICLES; ELECTRIC SAFETY DEVICES FOR ELECTRICALLY-PROPELLED VEHICLES
    • B60L3/00Electric devices on electrically-propelled vehicles for safety purposes; Monitoring operating variables, e.g. speed, deceleration or energy consumption
    • B60L3/0023Detecting, eliminating, remedying or compensating for drive train abnormalities, e.g. failures within the drive train
    • B60L3/0046Detecting, eliminating, remedying or compensating for drive train abnormalities, e.g. failures within the drive train relating to electric energy storage systems, e.g. batteries or capacitors

Definitions

  • the invention relates to the technical field of battery pack safety monitoring, in particular to a battery pack monitoring device and system.
  • Electric vehicles include pure electric vehicles and hybrid electric vehicles.
  • power battery packs are used to provide power for vehicles
  • oil or power battery packs are used to provide power.
  • the voltage of the power battery pack on an electric vehicle is usually several hundred volts, when the power battery pack leaks electricity, it is easy to cause personal injury to the personnel on the vehicle or the maintenance staff. Moreover, when the power battery pack leaks electricity to a certain extent, It may cause the battery to explode and damage the vehicle.
  • embodiments of the present invention provide a battery pack monitoring device and a monitoring system, which can accurately and timely monitor the status of the battery pack, and then take measures before the battery pack fails.
  • a first aspect of the present application provides a battery pack detection device, which includes:
  • Microphone module power management system and controller
  • the microphone module is arranged on the box where the battery pack is located;
  • the controller is configured to send a charge and discharge control signal to the power management system
  • the power management system is configured to charge or discharge the battery pack when the charge and discharge control signal is received;
  • the controller is further configured to receive a sound signal sent by the microphone module; when it is determined that the sound signal is greater than a preset threshold, determine that the battery pack is about to fail.
  • the microphone module is a microphone matrix
  • the controller is further configured to obtain a position where the sound signal originates from the battery pack according to a type of the microphone matrix, and determine that a fault occurs in a battery cell at the position in the battery pack.
  • the controller before determining that the sound signal is greater than a preset threshold, the controller is further configured to:
  • the determining that the sound signal is greater than a preset threshold is specifically: determining that the sound segment signal is greater than a first preset threshold;
  • the determining that the sound signal is greater than a preset threshold is specifically: determining that the sound segment signal is greater than a second preset threshold.
  • the controller is further configured to: obtain a background sound signal outside the cabinet in advance;
  • the controller is further configured to subtract a background sound signal outside the cabinet from the screened sound signal before determining that the sound signal is greater than a preset threshold.
  • obtaining the background sound signal outside the cabinet in advance is specifically:
  • the controller subtracts the background sound signal outside the cabinet from the screened sound signal, which is specifically:
  • the controller subtracts the final background sound signal outside the cabinet from the screened sound signal.
  • the controller sends a charge and discharge control signal to the power management system multiple times;
  • Determining that the sound segment signal is greater than a preset threshold specifically: determining that the final sound segment signal is greater than the first preset threshold;
  • Determining that the sound segment signal is greater than a preset threshold specifically: determining that the final sound segment signal is greater than the second preset threshold.
  • the controller determines that the sound signal is greater than a preset threshold, specifically:
  • the controller performs Fourier analysis on the sound signal to obtain a digital spectrum corresponding to the sound signal.
  • the preset threshold is an initial sound signal obtained when the factory-discharged battery pack is subjected to charge and discharge control in advance. Fourier analysis is performed on the initial sound signal to obtain a corresponding initialized digitized spectrum, and it is determined that the digitized spectrum of the sound signal is larger than the initialized digitized spectrum.
  • the controller is further configured to obtain a change curve of the sound signal when determining that the sound signal is less than or equal to the preset threshold, and determine a change trend of the battery pack according to the change curve,
  • the fault reminder period is set according to the change trend, and the fault reminder period includes: day, week, and month; different change trends correspond to different fault reminder periods.
  • the controller sets a unique ID for the battery pack, and the controller sets a unique ID for the power management system;
  • the controller sends the charge and discharge control signal to the power management system through the ID of the power management system, and the charge and discharge control signal carries the ID of the battery pack; the power management system is configured to pass The battery pack ID charges or discharges the battery pack.
  • the controller is located in a car or a remote server.
  • the device further includes a remote server
  • the controller is further configured to send the sound signal to the remote server;
  • the remote server is configured to analyze the sound signal through a neural network to obtain a change curve of the sound signal, and determine whether the battery pack is faulty according to the change curve.
  • the second aspect of the present application further provides a monitoring system, including the battery pack monitoring device described in the first aspect, and further including a battery pack.
  • the present invention has at least the following advantages:
  • the battery pack monitoring device and the monitoring system provided by the present invention, wherein the battery pack monitoring device includes a microphone module, a power management system, and a controller, wherein the controller sends a charge and discharge control signal to the power management system, and plays a role in the charge and discharge control signal.
  • the power management system charges or discharges the battery pack.
  • the microphone module collects the sound signal of the battery pack and sends the sound signal to the controller, so that the controller can judge the sound signal and the sound signal based on the received sound signal.
  • the size of the preset threshold When the sound signal is greater than the preset threshold, it is determined that the battery pack is about to fail.
  • a microphone module provided on the wall of the box where the battery pack is located can be used to monitor whether the battery pack is faulty, and the state of the battery pack can be accurately and timely monitored, so that the battery pack fails Take measures before to improve driving safety.
  • FIG. 1 is a structural diagram of a battery pack monitoring device according to an embodiment of the present invention
  • FIG. 2 is a structural diagram of another battery pack monitoring device according to an embodiment of the present invention.
  • FIG. 3 is a schematic structural diagram of a battery pack according to an embodiment of the present invention.
  • FIG. 4 is a structural diagram of a monitoring system according to an embodiment of the present invention.
  • the use of temperature monitoring cells on the one hand, has poor timeliness; on the other hand, the battery pack may include thousands of cells, and it is obviously more expensive to set a temperature sensor for each cell, and the internal space of the battery pack limited.
  • the specific location of the higher temperature battery cells cannot be located, and it is difficult to quickly and accurately find the higher temperature battery cells.
  • the second is to use the current injection method to judge by detecting the internal resistance of the battery pack.
  • the internal resistance When the internal resistance is large, it means that no short circuit has occurred; when the internal resistance is small, it means that a short circuit has occurred.
  • this method generally performs a self-test before the electric vehicle is put on the road, and cannot be detected in real time. Therefore, the safety of the battery pack cannot be guaranteed.
  • the structure of the battery cell includes a positive plate, a negative plate, and a heat insulation layer.
  • the environment is relatively harsh, such as vibration, dust, thermal expansion and contraction, etc. may cause uneven thickness of the thermal insulation layer.
  • the battery when the battery is charged and discharged, the battery will also generate heat. With the increase of time, the above problems may cause a short circuit between the positive electrode plate and the negative electrode plate of the battery cell, causing the battery cell to leak electricity.
  • an embodiment of the present invention provides a battery pack monitoring device.
  • the battery pack monitoring device includes a microphone module, a power management system, and a controller.
  • the sound signal determines whether the battery pack is about to have problems.
  • the controller sends a charge and discharge control signal to the power management system. Under the role of the charge and discharge control signal, the power management system charges the battery pack or controls the battery pack to discharge.
  • the microphone module collects the sound signal of the battery pack and sends the sound signal to the controller, so that the controller judges the size of the sound signal and a preset threshold based on the received sound signal. When the sound signal is greater than the preset threshold When the battery pack is judged to be faulty, the driver is reminded to take measures to improve driving safety before the battery pack fails.
  • the battery pack monitoring device provided in the embodiment of the present application can be applied to any field using a battery, such as an electric vehicle, an electric bicycle, a mobile phone, a storage power station, and the like.
  • a battery such as an electric vehicle, an electric bicycle, a mobile phone, a storage power station, and the like.
  • an electric vehicle is taken as an example for description below.
  • FIG. 1 is a structural diagram of a battery pack monitoring device according to an embodiment of the present invention.
  • the battery pack monitoring device provided in this embodiment may be applied to an electric vehicle, which includes a pure electric vehicle and a hybrid vehicle.
  • the hybrid vehicle refers to an oil-electric hybrid vehicle, that is, a conventional internal combustion engine (diesel engine or gasoline engine) and an electric motor are used as power sources.
  • a conventional internal combustion engine diesel engine or gasoline engine
  • an electric motor can be used to provide power energy, and the two can complement each other to increase the vehicle's cruising range.
  • the battery pack monitoring device provided in this embodiment includes a controller 101, a power management system 102, and a microphone module 103.
  • the microphone module 103 is disposed on the box where the battery pack is located.
  • the microphone module 103 can be located on the outer wall of the box or on the inner wall of the box, so that the sound signals generated by the battery can be collected more accurately.
  • the mounting position of the microphone module is not limited.
  • the controller 101 is configured to send a charge and discharge control signal to the power management system 102.
  • the power management system 102 is configured to charge or discharge the battery pack when the charge and discharge control signal is received.
  • the battery management system (BMS, Battery Management System) is the link between the battery pack and the user. Its main function is to improve the utilization of the battery pack and prevent the battery pack from being overcharged or discharged.
  • the controller 101 is further configured to receive a sound signal sent by the microphone module 103; when it is determined that the sound signal is greater than a preset threshold, determine that the battery pack is about to fail.
  • the controller may be a complete vehicle controller of an electric vehicle, or may be a controller provided independently.
  • the preset threshold refers to the sound signal corresponding to the charging and discharging of the battery pack when the battery pack does not fail.
  • the sound signal can be obtained when the battery pack is charged and discharged before the vehicle leaves the factory. At the same time, the sound signal can be stored in the controller.
  • this embodiment is based on the battery pack.
  • the sound signal generated by charging and discharging determines whether the battery pack is about to fail.
  • the sound signals generated by the battery pack during charging and discharging are different. Therefore, when using the sound signals to determine whether the battery pack is about to fail, it is necessary to distinguish the sound signals obtained by the microphone module. Based on this, this embodiment will target different sounds. Signal for judgment.
  • the controller determines the type of the sound signal before determining that the sound signal is greater than a preset threshold; if the type of the sound signal is the type of the corresponding sound signal when the battery pack is charged, the controller determines that the sound signal is greater than a first preset threshold When it is determined that the battery pack is about to fail; wherein the first preset threshold is a sound signal corresponding to the power management system when charging the battery pack when the battery pack has not failed.
  • the power management system controls the corresponding sound signal when the battery pack is discharged.
  • the first preset threshold and the second preset threshold obtained in advance are also not equal.
  • the vehicle since the battery pack needs to be charged by an external power source, when the battery pack state is detected by using a corresponding sound signal during charging, the vehicle can be detected only when it is stopped.
  • the battery pack discharge process can be performed anytime, anywhere. Therefore, when detecting the battery pack state by using the corresponding sound signal during discharge, the movement state of the vehicle is not limited, and it can be a stopped state or a running state.
  • a monitoring period T can be preset, and the controller periodically sends a charge and discharge signal to the power management system according to T, so that when the power management system receives the charge and discharge signal sent by the controller, The battery is charged and discharged.
  • the controller sends a charge and discharge control signal to the power management system, so that the power management system charges and discharges the battery pack under the control signal, so that the microphone module is in the battery pack.
  • the sound signal generated by the battery pack is collected and sent to the controller.
  • the controller judges the size of the sound signal and a preset threshold based on the received sound signal. When the sound signal is greater than the preset threshold, Then it is judged that the battery pack is about to fail, thereby realizing timely and accurate monitoring of the state of the battery pack, and before the battery pack fails, the driver can be reminded to take measures to improve driving safety.
  • FIG. 2 is a structural diagram of another battery pack monitoring device according to an embodiment of the present invention.
  • the battery pack monitoring device provided in this embodiment includes a controller 101, a power management system 102, and a microphone matrix 203.
  • the controller 101 is further configured to obtain a position where the sound signal originates from the battery pack according to the type of the microphone matrix 203, and determine that a battery cell at the position in the battery pack is faulty.
  • the microphone matrix is a directional array, and the directivity of the directional array can be easily realized by a time domain algorithm. By controlling different delays, the directional array can be realized in different directions.
  • the microphone matrix can be set on the inner wall of the box where the battery pack is located. When the battery pack is charged and discharged, the sound signal generated by the battery pack is collected and sent to the controller, and the controller locates the sound source of the microphone matrix Algorithm to locate the cell location in the battery pack that is about to fail.
  • Different types of microphone matrices correspond to different sound source localization algorithms.
  • the type is divided according to the size of the microphone matrix, for large microphone matrices, a method based on beamforming can be used for positioning; for small microphone matrices, a high-resolution spectrum can be used. Method of positioning.
  • the types can also be divided according to the spatial geometric position arrangement of the microphone matrix in the microphone matrix, and different positioning algorithms corresponding to different spatial geometric position arrangements ensure accurate positioning.
  • the sound source localization algorithm of the corresponding microphone matrix can be stored in the controller according to the type of the microphone matrix used.
  • the microphone matrix collects the corresponding sound signal, and The sound signal is sent to the controller, and the controller performs positioning according to a pre-stored sound source localization algorithm, so as to determine that the battery cell at a specific position in the battery pack is about to fail.
  • FIG. 3 is a schematic structural diagram of a battery pack according to an embodiment of the present invention.
  • the battery pack is composed of at least two battery modules 300 and is disposed in the case 100.
  • the battery module 300 A plurality of battery cores are formed in a series-parallel manner.
  • the microphone matrix 200 is disposed in the box 100 to collect sound signals corresponding to the charging and discharging of the battery pack.
  • the box 100 can be installed on each electric device.
  • this embodiment is a battery pack and a power supply.
  • the management system sets IDs separately, so that the controller uses the ID to control the power management system to charge and discharge the battery pack.
  • the controller sets a unique ID for the battery pack, the controller sets a unique ID for the power management system, and the controller gives the power management through the ID of the power management system
  • the system sends the charge and discharge control signal, and the charge and discharge control signal carries the ID of the battery pack; the power management system is configured to charge or discharge the battery pack through the ID of the battery pack.
  • the ID of the battery pack and the ID of the power management system may be stored in the controller in advance.
  • the controller needs to send a charge and discharge signal to the power management system
  • the ID of the battery pack is obtained and carried in the charge and discharge signal.
  • the controller sends a charge and discharge signal to the power management system through the ID of the power management system, so that the power management system can know that the battery pack needs to be charged and discharged according to the received charge and discharge signal, improving work efficiency and avoiding power Management system misoperation.
  • the sound signals sent by the microphone matrix may be corresponding sound signals when the battery pack is charged, or may be corresponding sound signals when the battery pack is discharged. In specific implementation, it is necessary to determine different sound signals.
  • the controller before determining that the sound signal is greater than a preset threshold, is further configured to select, from the sound signal, a time between the moment when the charging current is injected by the power management system and the moment when the charging current is stopped.
  • a sound segment signal; determining that the sound signal is greater than a preset threshold is specifically: determining that the sound segment signal is greater than a first preset threshold.
  • the power management system generally injects the charging current into the battery pack immediately after receiving the charging start signal from the controller. Therefore, the moment when the charging current is injected by the power management system can be regarded as the moment when the controller sends the charging start signal. Send by the controller, the controller can record the moment when it sends the charging start signal. Similarly, the power management system immediately stops injecting current into the battery pack when it receives the charging stop signal from the controller. Therefore, the moment when the power management system stops injecting the charging current can be regarded as the moment when the controller sends the charging stop signal. The stop signal is sent by the controller, and the controller can record the moment when it sends the charging stop signal.
  • the controller determines that the sound signal is greater than a preset threshold, it can filter out the sound segment signals between the two moments from the received sound signals based on the two moments recorded by itself, so that the controller determines the sound segment Whether the signal is greater than the first preset threshold; if it is, it indicates that the battery pack is about to fail; if not, it indicates that the battery pack is working normally.
  • the sound fragment signals corresponding to the battery pack charging can be obtained multiple times, and the average value of the multiple sound fragment signals is used as the sound fragment signal used by the controller to improve the accuracy of monitoring.
  • the controller sends a charge and discharge control signal to the power management system multiple times; each time the power management system receives the charge and discharge control signal, it injects a charge into the battery pack Current; obtain a sound fragment signal corresponding to each injection of charging current; obtain an average value of the sound fragment signal from the sound fragment signal obtained each time, and use the average value of the sound fragment signal as the final sound fragment signal; determine the sound fragment The signal is greater than a preset threshold, specifically: determining that the final sound segment signal is greater than a preset threshold.
  • the controller sends charging signals to the power management system multiple times so that the power management system injects charging current into the battery pack multiple times.
  • the controller takes the average of the multiple sound clip signals and uses the averaged sound clip signals as The final sound segment signal, so that the controller determines that the battery pack is about to fail when the final sound segment signal is greater than a preset threshold.
  • the above describes the controller to screen the corresponding sound segment signals when the battery pack is charged.
  • the following describes the controller to screen the corresponding sound segment signals when the battery pack is discharged.
  • the controller before determining that the sound signal is greater than a preset threshold, is further configured to select, from the sound signal, a time interval between the time when the power management system controls the battery pack to be discharged and the time when the discharge is stopped.
  • a sound segment signal; determining that the sound signal is greater than a preset threshold is specifically: determining that the sound segment signal is greater than a second preset threshold.
  • the power management system controls the battery pack to discharge immediately when it receives the discharge start signal sent by the controller. Therefore, the time when the battery pack is controlled by the power management system can be regarded as the time when the controller sends the discharge start signal. The controller can record the moment when it sends the discharge start signal. Similarly, the power management system immediately controls the battery pack to stop discharging when it receives the discharge stop signal from the controller. Therefore, the time when the power management system controls the battery pack to stop discharging can be regarded as the time when the controller sends the discharge stop signal.
  • the stop signal is sent by the controller, and the controller can record the moment when it sends the charging stop signal.
  • the controller can filter out the sound segment signals between the two times from the received sound signals according to the two moments recorded by itself, so that the controller judges the sound Whether the segment signal is greater than the second preset threshold; if it is, it indicates that the battery pack is about to fail; if not, it indicates that the battery pack is working normally.
  • the sound fragment signals corresponding to the battery pack discharge can be obtained multiple times, and the average value of the multiple sound fragment signals is used as the sound fragment signal used by the controller to improve the accuracy of monitoring.
  • the controller sends a charge and discharge control signal to the power management system multiple times; each time the power management system receives the discharge control signal, controls the battery pack to discharge; and obtains each discharge A corresponding sound fragment signal; obtaining an average value of the sound fragment signal from the sound fragment signal obtained each time, and using the average value of the sound fragment signal as the final sound fragment signal; judging that the sound fragment signal is greater than a preset threshold, specifically : Determine that the final sound segment signal is greater than the second preset threshold.
  • the controller sends discharge signals to the power management system multiple times so that the power management system controls the battery pack to discharge. At the same time, the controller averages the multiple sound clip signals and uses the averaged sound clip signals as the final sound clip signals. When the controller determines whether the final sound segment signal is greater than the second preset threshold, if it is, it indicates that the battery pack is about to fail; if not, it indicates that the battery pack is normal.
  • the sound signals corresponding to the charging and discharging of the battery pack are different, when using the sound signal to detect whether the battery pack is about to fail, two kinds of sound signals can be collected at the same time, and the battery pack is monitored using the two sound signals to ensure the battery pack. Package monitoring accuracy.
  • this embodiment does not limit the form of the sound signals collected by the microphone matrix. Only one of the sound signals may be collected, or two sound signals may be collected at the same time. In specific applications, the sound signals may be collected according to actual requirements.
  • the controller may be located in a car or a remote server.
  • the operation of comparing the controller with the reference sound signal according to the sound signal is performed locally.
  • the comparison operation between the sound signal and the reference sound signal is performed on the remote server.
  • the controller may send the received sound signal to the remote server, and the remote server may send the received sound signal to the reference sound signal. Compare and judge whether the battery pack is faulty according to the comparison result.
  • This embodiment may also use a neural network to determine whether the door lock is normal.
  • the controller is further configured to send the sound signal to the remote server; the remote server is configured to perform a neural network
  • the sound signal is analyzed to obtain a change curve of the sound signal, and it is determined whether the battery pack is faulty according to the change curve.
  • the sound signals generated during the operation of the battery pack can be obtained multiple times.
  • the neural network is trained using multiple sound signals to obtain the trained neural network. Since the trained neural network has obtained the sound generated during the normal operation of the battery pack The characteristics of the change curve of the signal. Therefore, the trained neural network can determine whether the battery pack is normal according to the characteristics of the change curve of the input sound signal.
  • the controller judges the sound signal, the sound signal determined is that the battery pack is being charged and discharged.
  • the sound signal corresponding to the time improves the accuracy of subsequent judgment.
  • the sound signal can be denoised to remove the background sound signal outside the cabinet.
  • a background sound signal outside the cabinet is obtained in advance; the controller is further configured to subtract the sound signal of the cabinet from the screened sound signal before determining that the sound signal is greater than a preset threshold. Outside background sound signal.
  • the background sound signal may be a sound signal generated by other parts of the vehicle, or of course, a sound signal generated by an object other than the vehicle.
  • the background sound signal can be obtained in advance and stored in the controller. Before the controller determines that the sound signal is greater than a preset threshold, the sound signal sent by the microphone matrix is subtracted from the pre-stored background sound signal to ensure that the controller determines The sound signal is the sound signal generated when the battery pack is charged and discharged, which avoids the influence of the background sound signal on the judgment result, thereby improving the accuracy of the battery pack condition monitoring.
  • the method of specifically removing the background sound signal can be eliminated by using different filtering methods according to the characteristics of the background sound signal.
  • the background sound signal appears as a high-frequency feature, and a low-pass filtering method can be used to filter the background sound signal; the background sound signal shows a low-frequency feature, and a high-pass filtering method can be used to filter the background sound signal.
  • a low-pass filtering method can be used to filter the background sound signal
  • the background sound signal shows a low-frequency feature
  • a high-pass filtering method can be used to filter the background sound signal.
  • it can also be removed according to other attributes of the background sound signal, which is not limited in this embodiment.
  • obtaining the background sound signal outside the box in advance is specifically: obtaining the background outside the box multiple times in advance.
  • the sound signal is an average value of the background sound signals obtained multiple times as the final background sound signal; the controller subtracts the background sound signals outside the cabinet from the screened sound signals, specifically: the control The device subtracts the final background sound signal outside the cabinet from the screened sound signal.
  • background sound signals are collected multiple times, and the background signals collected multiple times are averaged, and the averaged background sound signal is used as the final background sound signal to avoid errors in the background sound signals collected at one time.
  • the final background sound signal can be stored in the controller. Before the controller judges the sound signal, the final background sound signal is subtracted from the screened sound signal to obtain the final sound fragment signal, so that the controller can determine the final sound fragment signal. Whether it is greater than a preset threshold, and then determining whether the battery pack is about to fail.
  • the controller determines that the sound signal is greater than a preset threshold, specifically: the controller performs Fourier analysis on the sound signal to obtain a digital spectrum corresponding to the sound signal, and
  • the preset threshold is an initial sound signal obtained when the factory-manufactured battery pack is subjected to charge and discharge control in advance, and a Fourier analysis is performed on the initial sound signal to obtain a corresponding initialized digital spectrum, and it is determined that the digital spectrum of the sound signal is greater than the Initialize the digitized spectrum.
  • the initial sound signal corresponding to the battery pack for charging and discharging can be obtained in advance before the electrical equipment is shipped, and a Fourier analysis is performed on the initial sound signal to obtain a corresponding initialized digital spectrum, which is stored in the controller.
  • the controller After the electric device is delivered, during the use of the electric device, when the microphone matrix sends the collected sound signal corresponding to the charging and discharging of the battery pack to the controller, the controller performs a Fourier analysis on the sound signal to obtain the sound signal.
  • the corresponding digitized spectrum is determined and the digitized spectrum corresponding to the sound signal is greater than the initialized digitized spectrum, it indicates that the battery pack is about to fail.
  • the controller can monitor the working status of the battery pack in real time, and the status change trend of the battery pack can be obtained through long-term monitoring.
  • the controller can predict the future failure of the battery pack based on the long-term statistical change trend, and Set a fault reminder so that you can promptly remind the driver to pay attention to maintenance or replace the battery pack in advance to avoid affecting the driving experience when the battery pack fails.
  • the controller is further configured to obtain a change curve of the sound signal when it is determined that the sound signal is less than or equal to the preset threshold, and determine a change of the battery pack according to the change curve.
  • Trend the fault reminder period is set according to the change trend, the fault reminder period includes: day, week and month; different change trends correspond to different fault reminder periods.
  • the controller obtains the sound signals corresponding to the battery pack during charging and discharging in real time, and performs statistics, processing, and analysis to obtain the change curve of the sound signals, which is corresponding to the time when the battery pack is charged and discharged when the vehicle leaves the factory.
  • the change curves are compared, and when it is judged that the corresponding sound signal change curve changes suddenly when the current battery pack is charged and discharged, the user is reminded of the fault according to the set fault reminding period.
  • the fault reminder period can be set to remind in units of days. For example, the fault reminder period is reminded once every two days.
  • the fault reminder period can be set to remind in week or month. For example, the fault reminder period is reminded once a week.
  • the background sound signal is obtained in advance, and the sound sent by the microphone module is transmitted before the controller determines that the sound signal is greater than a preset threshold.
  • the background sound signal is subtracted from the signal to ensure that the sound signal judged by the controller is the corresponding sound signal when the battery pack is charged and discharged, which improves the accuracy of the judgment.
  • the controller can also set a fault reminder period based on the long-term monitoring trend of the battery pack, so that the driver can be promptly reminded to overhaul or replace the battery pack to improve the driving experience.
  • This embodiment also provides a monitoring system.
  • the system provided by this embodiment will be described below with reference to the drawings.
  • FIG. 4 a diagram of a system structure according to an embodiment of the present invention is shown.
  • the monitoring system of this embodiment includes the battery pack monitoring device 301 of the first and second embodiments, and further includes a battery pack 302.
  • the battery pack monitoring device 301 is configured to monitor a fault state of the battery pack.
  • the battery pack 302 is used to provide power for the electric equipment.
  • the working status of the battery pack can be monitored in real time by using the battery pack monitoring device, so that the state of the battery pack can be accurately monitored in time, and then measures can be taken before the battery pack fails.

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  • Engineering & Computer Science (AREA)
  • Power Engineering (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Sustainable Development (AREA)
  • Sustainable Energy (AREA)
  • Transportation (AREA)
  • Mechanical Engineering (AREA)
  • Secondary Cells (AREA)
  • Charge And Discharge Circuits For Batteries Or The Like (AREA)

Abstract

A battery pack monitoring device (301) and a monitoring system, the battery pack monitoring device (301) comprising a microphone module (103), a power source management system (102), and a controller (101), wherein the controller (101) sends a charge/discharge control signal to the power source management system (102); under the effect of the charge/discharge control signal, the power source management system (102) charges or discharges the battery pack (302); and during the charging/discharging process, the microphone module (103) collects a sound signal of the battery pack (302), and sends the sound signal to the controller (101) so that the controller (101) determines the magnitude of the sound signal and a preset threshold according to the received sound signal, and when the sound signal is greater than the preset threshold, it is determined that the battery pack (302) will fail. Therefore, the microphone module (103) provided on a box body (100) at which the battery pack (302) is located may be used to monitor whether the battery pack (302) fails and promptly monitor the status of the battery pack (302), so that measures are taken before the battery pack (302) fails, thereby improving driving safety.

Description

一种电池包监测设备及系统Battery pack monitoring equipment and system
本申请要求于2018年8月16日提交中国专利局、申请号为201810936033.5、申请名称为“一种电池包监测设备及系统”的中国专利申请的优先权,其全部内容通过引用结合在本申请中。This application claims priority from a Chinese patent application filed on August 16, 2018 with the Chinese Patent Office, application number 201810936033.5, and application name "A Battery Pack Monitoring Device and System", the entire contents of which are incorporated herein by reference. in.
技术领域Technical field
本发明涉及电池包安全监测技术领域,尤其涉及一种电池包监测设备及系统。The invention relates to the technical field of battery pack safety monitoring, in particular to a battery pack monitoring device and system.
背景技术Background technique
随着石油能源的枯竭,以及人们对于环境污染越来越重视,目前电动汽车将成为大势所趋。With the depletion of petroleum energy and people's increasing attention to environmental pollution, electric vehicles will become the current trend.
电动汽车包括纯电动汽车和混合动力电动汽车,对于纯电动汽车是采用动力电池包为汽车提供动力,对于混合动力汽车是采用油或者动力电池包提供动力。Electric vehicles include pure electric vehicles and hybrid electric vehicles. For pure electric vehicles, power battery packs are used to provide power for vehicles, and for hybrid vehicles, oil or power battery packs are used to provide power.
由于电动汽车上的动力电池包的电压一般为几百伏,当动力电池包漏电时,容易对车上人员或者维修人员造成人身伤害,更有甚者,当动力电池包漏电到一定程度,还可能引起电池爆炸,损坏车辆。Because the voltage of the power battery pack on an electric vehicle is usually several hundred volts, when the power battery pack leaks electricity, it is easy to cause personal injury to the personnel on the vehicle or the maintenance staff. Moreover, when the power battery pack leaks electricity to a certain extent, It may cause the battery to explode and damage the vehicle.
因此,需要对动力电池包进行准确监测,防患于未然。Therefore, accurate monitoring of power battery packs is required to prevent problems before they occur.
发明内容Summary of the Invention
为了解决现有技术中存在的以上技术问题,本发明实施例提供一种电池包监测设备及监测系统,能够及时准确监测电池包的状态,进而在电池包发生故障之前采取措施。In order to solve the above technical problems in the prior art, embodiments of the present invention provide a battery pack monitoring device and a monitoring system, which can accurately and timely monitor the status of the battery pack, and then take measures before the battery pack fails.
本申请的第一方面提供了一种电池包检测设备,该设备包括:A first aspect of the present application provides a battery pack detection device, which includes:
麦克风模块、电源管理系统和控制器;Microphone module, power management system and controller;
所述麦克风模块设置在电池包所在箱体上;The microphone module is arranged on the box where the battery pack is located;
所述控制器,用于发送充放电控制信号给所述电源管理系统;The controller is configured to send a charge and discharge control signal to the power management system;
所述电源管理系统,用于在收到所述充放电控制信号时,给所述电池 包进行充电或放电;The power management system is configured to charge or discharge the battery pack when the charge and discharge control signal is received;
所述控制器,还用于接收所述麦克风模块发送的声音信号;判断所述声音信号大于预设阈值时,判断所述电池包将要出现故障。The controller is further configured to receive a sound signal sent by the microphone module; when it is determined that the sound signal is greater than a preset threshold, determine that the battery pack is about to fail.
可选的,所述麦克风模块为麦克风矩阵;Optionally, the microphone module is a microphone matrix;
所述控制器,还用于根据所述麦克风矩阵的类型,获得所述声音信号来源于所述电池包的位置,判断所述电池包中该位置的电芯发生故障。The controller is further configured to obtain a position where the sound signal originates from the battery pack according to a type of the microphone matrix, and determine that a fault occurs in a battery cell at the position in the battery pack.
可选的,所述控制器在判断声音信号大于预设阈值之前,还用于,Optionally, before determining that the sound signal is greater than a preset threshold, the controller is further configured to:
从所述声音信号中筛选位于所述电源管理系统注入充电电流时刻至停止注入充电电流时刻之间的声音片断信号;Screening the sound signal from the sound signal between the moment when the charging current is injected by the power management system and the moment when the charging current is stopped;
判断声音信号大于预设阈值具体为:判断所述声音片断信号大于第一预设阈值;The determining that the sound signal is greater than a preset threshold is specifically: determining that the sound segment signal is greater than a first preset threshold;
or
从所述声音信号中筛选位于所述电源管理系统控制电池包进行放电时刻至停止放电时刻之间的声音片断信号;Screening, from the sound signals, sound fragment signals between the time when the power management system controls the battery pack to be discharged and the time when discharge is stopped;
判断声音信号大于预设阈值具体为:判断所述声音片断信号大于第二预设阈值。The determining that the sound signal is greater than a preset threshold is specifically: determining that the sound segment signal is greater than a second preset threshold.
可选的,所述控制器还用于:预先获得所述箱体之外的背景声音信号;Optionally, the controller is further configured to: obtain a background sound signal outside the cabinet in advance;
所述控制器在判断声音信号大于预设阈值之前,还用于从筛选出的声音信号中减去所述箱体之外的背景声音信号。The controller is further configured to subtract a background sound signal outside the cabinet from the screened sound signal before determining that the sound signal is greater than a preset threshold.
可选的,所述预先获得所述箱体之外的背景声音信号,具体为:Optionally, obtaining the background sound signal outside the cabinet in advance is specifically:
预先多次获得所述箱体之外的背景声音信号,将多次获得的背景声音信号取平均值作为最终背景声音信号;Obtaining background sound signals outside the box multiple times in advance, and averaging the background sound signals obtained multiple times as the final background sound signal;
所述控制器从筛选出的声音信号中减去所述箱体之外的背景声音信号,具体为:The controller subtracts the background sound signal outside the cabinet from the screened sound signal, which is specifically:
所述控制器从筛选出的声音信号中减去所述箱体之外的所述最终背景声音信号。The controller subtracts the final background sound signal outside the cabinet from the screened sound signal.
可选的,所述控制器多次发送充放电控制信号给所述电源管理系统;Optionally, the controller sends a charge and discharge control signal to the power management system multiple times;
所述电源管理系统每次收到所述充电控制信号时,均给所述电池包注入一次充电电流;Each time the power management system receives the charging control signal, injects a charging current into the battery pack;
获得每次注入充电电流对应的声音片断信号;Obtaining a sound segment signal corresponding to each injection of charging current;
由每次获得的所述声音片断信号获得声音片断信号平均值,将所述声音片断信号平均值作为最终声音片断信号;Obtaining an average value of the sound segment signal from the sound segment signal obtained each time, and using the average value of the sound segment signal as a final sound segment signal;
判断所述声音片断信号大于预设阈值,具体为:判断所述最终声音片断信号大于所述第一预设阈值;Determining that the sound segment signal is greater than a preset threshold, specifically: determining that the final sound segment signal is greater than the first preset threshold;
or
所述电源管理系统每次收到放电控制信号时,控制所述电池包进行放电;Each time the power management system receives the discharge control signal, controls the battery pack to discharge;
获得每次放电对应的声音片断信号;Obtain the sound segment signal corresponding to each discharge;
由每次获得的所述声音片断信号获得声音片断信号平均值,将所述声音片断信号平均值作为最终声音片断信号;Obtaining an average value of the sound segment signal from the sound segment signal obtained each time, and using the average value of the sound segment signal as a final sound segment signal;
判断所述声音片断信号大于预设阈值,具体为:判断所述最终声音片断信号大于所述第二预设阈值。Determining that the sound segment signal is greater than a preset threshold, specifically: determining that the final sound segment signal is greater than the second preset threshold.
可选的,所述控制器,判断所述声音信号大于预设阈值,具体为:Optionally, the controller determines that the sound signal is greater than a preset threshold, specifically:
所述控制器对所述声音信号进行傅里叶分析获得所述声音信号对应的数字化频谱,所述预设阈值为预先对出厂的电池包进行充放电控制时获得的初始声音信号,对所述初始声音信号进行傅里叶分析获得对应的初始化数字化频谱,判断所述声音信号的数字化频谱大于所述初始化数字化频谱。The controller performs Fourier analysis on the sound signal to obtain a digital spectrum corresponding to the sound signal. The preset threshold is an initial sound signal obtained when the factory-discharged battery pack is subjected to charge and discharge control in advance. Fourier analysis is performed on the initial sound signal to obtain a corresponding initialized digitized spectrum, and it is determined that the digitized spectrum of the sound signal is larger than the initialized digitized spectrum.
可选的,所述控制器,还用于当判断所述声音信号小于等于所述预设阈值时,获得所述声音信号的变化曲线,根据所述变化曲线判断所述电池包的变化趋势,根据变化趋势设定故障提醒周期,所述故障提醒周期包括:天、周和月;不同变化趋势对应不同的故障提醒周期。Optionally, the controller is further configured to obtain a change curve of the sound signal when determining that the sound signal is less than or equal to the preset threshold, and determine a change trend of the battery pack according to the change curve, The fault reminder period is set according to the change trend, and the fault reminder period includes: day, week, and month; different change trends correspond to different fault reminder periods.
可选的,所述控制器为所述电池包设置唯一ID,所述控制器为所述电源管理系统设置唯一ID;Optionally, the controller sets a unique ID for the battery pack, and the controller sets a unique ID for the power management system;
所述控制器通过所述电源管理系统的ID给所述电源管理系统发送所述充放电控制信号,所述充放电控制信号中携带所述电池包的ID;所述电源管理系统用于通过所述电池包的ID给所述电池包进行充电或放电。The controller sends the charge and discharge control signal to the power management system through the ID of the power management system, and the charge and discharge control signal carries the ID of the battery pack; the power management system is configured to pass The battery pack ID charges or discharges the battery pack.
可选的,所述控制器位于汽车或位于远程服务器。Optionally, the controller is located in a car or a remote server.
可选的,所述设备还包括远程服务器;Optionally, the device further includes a remote server;
所述控制器,还用于将所述声音信号发送给所述远程服务器;The controller is further configured to send the sound signal to the remote server;
所述远程服务器,用于通过神经网络对所述声音信号进行分析获得声 音信号的变化曲线,根据所述变化曲线判断所述电池包是否故障。The remote server is configured to analyze the sound signal through a neural network to obtain a change curve of the sound signal, and determine whether the battery pack is faulty according to the change curve.
本申请的第二方面还提供了一种监测系统,包括第一方面所述的电池包监测设备,还包括电池包。The second aspect of the present application further provides a monitoring system, including the battery pack monitoring device described in the first aspect, and further including a battery pack.
与现有技术相比,本发明至少具有以下优点:Compared with the prior art, the present invention has at least the following advantages:
本发明提供的电池包监测设备和监测系统,其中,电池包监测设备包括麦克风模块、电源管理系统和控制器,其中,控制器给电源管理系统发送充放电控制信号,在充放电控制信号的作用下,电源管理系统给电池包进行充电或放电,在充放电的过程中,麦克风模块采集电池包的声音信号,并将声音信号发生给控制器,以便控制器根据接收的声音信号判断声音信号与预设阈值的大小,当声音信号大于预设阈值时,则判断电池包将要出现故障。The battery pack monitoring device and the monitoring system provided by the present invention, wherein the battery pack monitoring device includes a microphone module, a power management system, and a controller, wherein the controller sends a charge and discharge control signal to the power management system, and plays a role in the charge and discharge control signal. Next, the power management system charges or discharges the battery pack. During the charging and discharging process, the microphone module collects the sound signal of the battery pack and sends the sound signal to the controller, so that the controller can judge the sound signal and the sound signal based on the received sound signal. The size of the preset threshold. When the sound signal is greater than the preset threshold, it is determined that the battery pack is about to fail.
可见,通过本发明实施例提供的电池包监测设备,可以利用设置在电池包所在箱体壁上的麦克风模块监测电池包是否出现故障,能够及时准确监测电池包的状态,从而在电池包发生故障之前采取措施,提高驾驶安全性。It can be seen that, through the battery pack monitoring device provided by the embodiment of the present invention, a microphone module provided on the wall of the box where the battery pack is located can be used to monitor whether the battery pack is faulty, and the state of the battery pack can be accurately and timely monitored, so that the battery pack fails Take measures before to improve driving safety.
附图说明BRIEF DESCRIPTION OF THE DRAWINGS
图1为本发明实施例提供的一种电池包监测设备结构图;FIG. 1 is a structural diagram of a battery pack monitoring device according to an embodiment of the present invention; FIG.
图2为本发明实施例提供的另一种电池包监测设备结构图;2 is a structural diagram of another battery pack monitoring device according to an embodiment of the present invention;
图3为本发明实施例提供的一种电池包结构示意图;3 is a schematic structural diagram of a battery pack according to an embodiment of the present invention;
图4为本发明实施例提供的一种监测系统结构图。FIG. 4 is a structural diagram of a monitoring system according to an embodiment of the present invention.
具体实施方式detailed description
为能清楚说明本方案的技术特点,下面通过具体实施方式,并结合其附图,对本发明进行详细阐述。下文的公开提供了许多不同的实施例或例子用来实现本发明的不同结构。为了简化本发明的公开,下文中对特定例子的部件和设置进行描述。此外,本发明可以在不同例子中重复参考数字和/或字母。这种重复是为了简化和清楚的目的,其本身不指示所讨论各种实施例和/或设置之间的关系。应当注意,在附图中所图示的部件不一定按比例绘制。本发明省略了 对公知组件和处理技术及工艺的描述以避免不必要地限制本发明。In order to clearly explain the technical features of this solution, the present invention will be described in detail below through specific implementations and the accompanying drawings. The following disclosure provides many different embodiments or examples for implementing different structures of the invention. To simplify the disclosure of the present invention, the components and settings of specific examples are described below. In addition, the present invention may repeat reference numbers and / or letters in different examples. This repetition is for the sake of simplicity and clarity and does not in itself indicate the relationship between the various embodiments and / or settings discussed. It should be noted that the components illustrated in the drawings are not necessarily drawn to scale. The invention omits descriptions of well-known components and processing techniques and processes to avoid unnecessarily limiting the invention.
为了便于理解本发明提供的技术方案,下面先对本发明技术方案的背景技术进行简单说明。In order to facilitate understanding of the technical solution provided by the present invention, the background technology of the technical solution of the present invention is briefly described below first.
发明人在研究中发现,目前比较常用的监测电池状态的方法有两种,第一种为监测电池模组或电芯的温度,当电芯的温度持续升高时,说明电池快要坏掉。然而,利用温度监测电芯,一方面,时效性较差;另一方面,电池包可能包括几千颗电芯,对于每个电芯都设置一个温度传感器显然成本较高,而且电池包内部空间有限。另外,如果仅设置几个温度传感器,也无法定位温度较高的电芯具体位置,难以快速准确查找出温度较高的电芯。The inventor found in the research that there are currently two commonly used methods for monitoring the battery status. The first is to monitor the temperature of the battery module or the battery cell. When the temperature of the battery cell continues to rise, the battery is about to fail. However, the use of temperature monitoring cells, on the one hand, has poor timeliness; on the other hand, the battery pack may include thousands of cells, and it is obviously more expensive to set a temperature sensor for each cell, and the internal space of the battery pack limited. In addition, if only a few temperature sensors are provided, the specific location of the higher temperature battery cells cannot be located, and it is difficult to quickly and accurately find the higher temperature battery cells.
第二种为采用电流注入法,通过检测电池包的内阻来判断,当内阻较大时,说明没有发生短路;当内阻较小时,说明发生短路。然而,这种方法一般是在电动汽车上路之前进行自检,不能实时检测,因此,也不能保证电池包的安全。The second is to use the current injection method to judge by detecting the internal resistance of the battery pack. When the internal resistance is large, it means that no short circuit has occurred; when the internal resistance is small, it means that a short circuit has occurred. However, this method generally performs a self-test before the electric vehicle is put on the road, and cannot be detected in real time. Therefore, the safety of the battery pack cannot be guaranteed.
发明人研究发现,电芯的结构包括正极板、负极板和隔热层。当汽车出厂之后,环境比较恶劣,例如振动、灰尘、热胀冷缩等可能造成隔热层的厚度不均匀。另外电芯在充放电时,电芯还会发热。随着时间的递增,以上各种问题将可能导致电芯正极板和负极板之间短路,造成电芯漏电。The inventor's research found that the structure of the battery cell includes a positive plate, a negative plate, and a heat insulation layer. After the car leaves the factory, the environment is relatively harsh, such as vibration, dust, thermal expansion and contraction, etc. may cause uneven thickness of the thermal insulation layer. In addition, when the battery is charged and discharged, the battery will also generate heat. With the increase of time, the above problems may cause a short circuit between the positive electrode plate and the negative electrode plate of the battery cell, causing the battery cell to leak electricity.
基于此,本发明实施例提供了一种电池包监测设备,该电池包监测设备包括麦克风模块、电源管理系统和控制器,为了检测电池包是否将要出现故障,提出利用电池包充放电时产生的声音信号判断电池包是否将要出现问题,具体为控制器给电源管理系统发送充放电控制信号,在充放电控制信号的作用下,电源管理系统给电池包进行充电或控制电池包放电,在充放电的过程中,麦克风模块采集电池包的声音信号,并将该声音信号发送给控制器,以便控制器根据接收的声音信号判断该声音信号与预设阈值的大小,当该声音信号大于预设阈值时,则判断电池包将要出现故障,从而在电池包发生故障之前提醒驾驶员采取措施,提高驾驶安全性。Based on this, an embodiment of the present invention provides a battery pack monitoring device. The battery pack monitoring device includes a microphone module, a power management system, and a controller. In order to detect whether a battery pack is about to fail, it is proposed to use a battery pack generated during charging and discharging. The sound signal determines whether the battery pack is about to have problems. Specifically, the controller sends a charge and discharge control signal to the power management system. Under the role of the charge and discharge control signal, the power management system charges the battery pack or controls the battery pack to discharge. In the process, the microphone module collects the sound signal of the battery pack and sends the sound signal to the controller, so that the controller judges the size of the sound signal and a preset threshold based on the received sound signal. When the sound signal is greater than the preset threshold When the battery pack is judged to be faulty, the driver is reminded to take measures to improve driving safety before the battery pack fails.
需要说明的是,本申请实施例提供的电池包监测设备可以应用于使用电池的任何领域,如电动汽车、电动自行车、手机、蓄电站等,为便于理解,下面以电动汽车为例进行说明。It should be noted that the battery pack monitoring device provided in the embodiment of the present application can be applied to any field using a battery, such as an electric vehicle, an electric bicycle, a mobile phone, a storage power station, and the like. To facilitate understanding, an electric vehicle is taken as an example for description below.
实施例一Example one
下面将结合附图对本发明示例性实施例示出的电池包监测设备进行详细介绍。The battery pack monitoring device according to an exemplary embodiment of the present invention will be described in detail below with reference to the accompanying drawings.
参见图1,该图为本发明实施例提供的一种电池包监测设备结构图。Refer to FIG. 1, which is a structural diagram of a battery pack monitoring device according to an embodiment of the present invention.
本实施例提供的电池包监测设备可以应用于电动汽车,所述电动汽车包括纯电动汽车和混合动力汽车。The battery pack monitoring device provided in this embodiment may be applied to an electric vehicle, which includes a pure electric vehicle and a hybrid vehicle.
其中,混合动力汽车是指油电混合动力汽车,即采用传统的内燃机(柴油机或汽油机)和电动机作为动力源。当混合动力汽车的电量不足时,可以利用发动机提供动力源;当混合动力汽车的燃料不足时,可以利用电动机提供动力能源,两者可以互补,提高车辆续航里程。Among them, the hybrid vehicle refers to an oil-electric hybrid vehicle, that is, a conventional internal combustion engine (diesel engine or gasoline engine) and an electric motor are used as power sources. When the electric power of the hybrid vehicle is insufficient, the engine can be used to provide a power source; when the fuel of the hybrid vehicle is insufficient, the electric motor can be used to provide power energy, and the two can complement each other to increase the vehicle's cruising range.
本实施例提供的电池包监测设备包括:控制器101、电源管理系统102和麦克风模块103。The battery pack monitoring device provided in this embodiment includes a controller 101, a power management system 102, and a microphone module 103.
所述麦克风模块103设置在电池包所在箱体上,具体实现时,可以位于箱体的外壁上,也可以位于箱体的内壁上,从而可以更准确地采集电池产生的声音信号,本实施例对麦克风模块的安装位置不进行限定。The microphone module 103 is disposed on the box where the battery pack is located. In specific implementation, the microphone module 103 can be located on the outer wall of the box or on the inner wall of the box, so that the sound signals generated by the battery can be collected more accurately. This embodiment The mounting position of the microphone module is not limited.
所述控制器101,用于发送充放电控制信号给所述电源管理系统102。The controller 101 is configured to send a charge and discharge control signal to the power management system 102.
所述电源管理系统102,用于在收到所述充放电控制信号时,给所述电池包进行充电或放电。The power management system 102 is configured to charge or discharge the battery pack when the charge and discharge control signal is received.
电源管理系统(BMS,Battery Management System)是电池包与用户之间的纽带,其主要作用是为了提高电池包的利用率,防止电池包出现过度充电或过度放电。The battery management system (BMS, Battery Management System) is the link between the battery pack and the user. Its main function is to improve the utilization of the battery pack and prevent the battery pack from being overcharged or discharged.
所述控制器101,还用于接收所述麦克风模块103发送的声音信号;判断所述声音信号大于预设阈值时,判断所述电池包将要出现故障。The controller 101 is further configured to receive a sound signal sent by the microphone module 103; when it is determined that the sound signal is greater than a preset threshold, determine that the battery pack is about to fail.
其中,控制器可以为电动汽车的整车控制器,也可以为独立设置的控制器。The controller may be a complete vehicle controller of an electric vehicle, or may be a controller provided independently.
预设阈值是指电池包未出现故障时,电源管理系统在给电池包进行充放电对应的声音信号,该声音信号可以在车辆出厂前,预先对出厂的电池包进行充放电控制时获得的,同时可以将该声音信号存储在控制器。The preset threshold refers to the sound signal corresponding to the charging and discharging of the battery pack when the battery pack does not fail. The sound signal can be obtained when the battery pack is charged and discharged before the vehicle leaves the factory. At the same time, the sound signal can be stored in the controller.
可以理解的是,当电池包发生故障,电源管理系统在给电池包进行充放电时,电池包产生的声音信号将不同于未出现故障时对应的声音信号, 因此,本实施例根据电池包进行充放电产生的声音信号判断电池包是否将要出现故障。It can be understood that when the battery pack is faulty, when the power management system charges and discharges the battery pack, the sound signal generated by the battery pack will be different from the corresponding sound signal when no fault occurs. Therefore, this embodiment is based on the battery pack. The sound signal generated by charging and discharging determines whether the battery pack is about to fail.
由于电池包在充电和放电时所产生的声音信号是不相同,因此在利用声音信号判断电池包是否将要出现故障时,需要区分麦克风模块获得的声音信号,基于此,本实施例将针对不同声音信号进行判断。The sound signals generated by the battery pack during charging and discharging are different. Therefore, when using the sound signals to determine whether the battery pack is about to fail, it is necessary to distinguish the sound signals obtained by the microphone module. Based on this, this embodiment will target different sounds. Signal for judgment.
控制器在判断所述声音信号大于预设阈值之前,判断所述声音信号类型;如果所述声音信号类型为电池包充电时对应的声音信号类型,则判断所述声音信号大于第一预设阈值时,判断所述电池包将要出现故障;其中第一预设阈值为电池包未出现故障时,电源管理系统在给电池包进行充电时对应的声音信号。The controller determines the type of the sound signal before determining that the sound signal is greater than a preset threshold; if the type of the sound signal is the type of the corresponding sound signal when the battery pack is charged, the controller determines that the sound signal is greater than a first preset threshold When it is determined that the battery pack is about to fail; wherein the first preset threshold is a sound signal corresponding to the power management system when charging the battery pack when the battery pack has not failed.
如果所述声音信号类型为电池包放电时对应的声音信号类型,则判断所述声音信号大于第二预设阈值时,判断所述电池包将要出现故障;其中第二预设阈值为电池包未出现故障时,电源管理系统控制电池包进行放电时对应的声音信号。If the sound signal type is the sound signal type when the battery pack is discharged, it is determined that the battery pack is about to fail when the sound signal is greater than a second preset threshold; wherein the second preset threshold is that the battery pack is not When a fault occurs, the power management system controls the corresponding sound signal when the battery pack is discharged.
由于电池包充放电时对应的声音信号不同,因此,预先获得的第一预设阈值和第二预设阈值也不相等。Because the corresponding sound signals are different when the battery pack is charged and discharged, the first preset threshold and the second preset threshold obtained in advance are also not equal.
需要说明的是,由于需要利用外在电源给电池包充电,因此,在利用充电时对应的声音信号检测电池包状态时,车辆需在停止状态下才可以进行检测。而电池包放电过程可以随时随地进行,因此,在利用放电时对应的声音信号检测电池包状态时,对车辆的运动状态不做限定,可以为停止状态,也可以为行驶状态。It should be noted that since the battery pack needs to be charged by an external power source, when the battery pack state is detected by using a corresponding sound signal during charging, the vehicle can be detected only when it is stopped. The battery pack discharge process can be performed anytime, anywhere. Therefore, when detecting the battery pack state by using the corresponding sound signal during discharge, the movement state of the vehicle is not limited, and it can be a stopped state or a running state.
由于电池包具有使用寿命,因此不必实时监测,可以周期性得监测电池包。为了减少控制器监测的频率,可以预设监测周期T,控制器根据T,周期性地向电源管理系统发送充放电信号,以使得电源管理系统在接收到控制器发送的充放电信号时,对电池进行充放电。Because the battery pack has a service life, there is no need to monitor it in real time, and the battery pack can be monitored periodically. In order to reduce the monitoring frequency of the controller, a monitoring period T can be preset, and the controller periodically sends a charge and discharge signal to the power management system according to T, so that when the power management system receives the charge and discharge signal sent by the controller, The battery is charged and discharged.
通过本发明实施例提供的电池包监测设备,控制器发送充放电控制信号给电源管理系统,以使得电源管理系统在控制信号的作用下,给电池包进行充放电,从而使得麦克风模块在电池包充放电时,采集电池包产生的声音信号,并将该声音信号发送给控制器,控制器根据接收的声音信号判断该声音信号与预设阈值的大小,当该声音信号大于预设阈值时,则判断电池包将要出现故障,进而实现及时准确监测电池包的状态,在电池包发 生故障之前可以提醒驾驶员采取措施,提高驾驶安全性。With the battery pack monitoring device provided by the embodiment of the present invention, the controller sends a charge and discharge control signal to the power management system, so that the power management system charges and discharges the battery pack under the control signal, so that the microphone module is in the battery pack. During charging and discharging, the sound signal generated by the battery pack is collected and sent to the controller. The controller judges the size of the sound signal and a preset threshold based on the received sound signal. When the sound signal is greater than the preset threshold, Then it is judged that the battery pack is about to fail, thereby realizing timely and accurate monitoring of the state of the battery pack, and before the battery pack fails, the driver can be reminded to take measures to improve driving safety.
实施例二Example two
上述实施例介绍了电池包监测设备组成和功能实现,下面将结合附图对电池包监测设备具体功能实现进行详细介绍。The above embodiment describes the composition and function implementation of the battery pack monitoring device. The specific function implementation of the battery pack monitoring device will be described in detail below with reference to the drawings.
参见图2,该图为本发明实施例提供的另一种电池包监测设备结构图。Refer to FIG. 2, which is a structural diagram of another battery pack monitoring device according to an embodiment of the present invention.
本实施例提供的电池包监测设备包括:控制器101、电源管理系统102和麦克风矩阵203。The battery pack monitoring device provided in this embodiment includes a controller 101, a power management system 102, and a microphone matrix 203.
其中,控制器101还用于根据所述麦克风矩阵203的类型,获得所述声音信号来源于所述电池包的位置,判断所述电池包中该位置的电芯发生故障。The controller 101 is further configured to obtain a position where the sound signal originates from the battery pack according to the type of the microphone matrix 203, and determine that a battery cell at the position in the battery pack is faulty.
麦克风矩阵是一个方向阵,该方向阵的指向性可通过时域算法简单实现,通过控制不同时延,实现不同方向的指向。麦克风矩阵可以设置在电池包所在箱体的内壁上,当电池包进行充放电时,采集电池包产生的声音信号,并将该声音信号发送给控制器,由控制器根据麦克风矩阵的声源定位算法,定位电池包中将要出现故障的电芯位置。The microphone matrix is a directional array, and the directivity of the directional array can be easily realized by a time domain algorithm. By controlling different delays, the directional array can be realized in different directions. The microphone matrix can be set on the inner wall of the box where the battery pack is located. When the battery pack is charged and discharged, the sound signal generated by the battery pack is collected and sent to the controller, and the controller locates the sound source of the microphone matrix Algorithm to locate the cell location in the battery pack that is about to fail.
不同类型的麦克风矩阵对应不同的声源定位算法,当根据麦克风矩阵规模进行类型划分时,对于大型麦克风矩阵,可以采用基于波束形成的方法进行定位;对于小型麦克风矩阵,可以采用基于高分辨率谱的方法进行定位。当然,还可以根据麦克风矩阵中传声器矩阵的空间几何位置排列进行类型的划分,针对不同空间几何位置排列对应不同的定位算法,保证定位准确。Different types of microphone matrices correspond to different sound source localization algorithms. When the type is divided according to the size of the microphone matrix, for large microphone matrices, a method based on beamforming can be used for positioning; for small microphone matrices, a high-resolution spectrum can be used. Method of positioning. Of course, the types can also be divided according to the spatial geometric position arrangement of the microphone matrix in the microphone matrix, and different positioning algorithms corresponding to different spatial geometric position arrangements ensure accurate positioning.
可以理解的是,可以根据采用的麦克风矩阵类型,预先将其对应的麦克风矩阵的声源定位算法存储在控制器中,当电池包进行充电或放电时,麦克风矩阵采集对应的声音信号,并将声音信号发送给控制器,由控制器根据预存的声源定位算法进行定位,从而判断出电池包中具体位置的电芯将要出现故障。It can be understood that the sound source localization algorithm of the corresponding microphone matrix can be stored in the controller according to the type of the microphone matrix used. When the battery pack is charged or discharged, the microphone matrix collects the corresponding sound signal, and The sound signal is sent to the controller, and the controller performs positioning according to a pre-stored sound source localization algorithm, so as to determine that the battery cell at a specific position in the battery pack is about to fail.
为了便于理解,参见图3,该图为本发明实施例提供的一种电池包结构示意图,其中,电池包由至少两个电池模组300组成,并设置在箱体100内,电池模组300由多个电芯通过串并联方式形成,麦克风矩阵200设置在箱体100内,以采集电池包充放电时对应的声音信号,箱体100可以安 装在各个用电设备上。In order to facilitate understanding, refer to FIG. 3, which is a schematic structural diagram of a battery pack according to an embodiment of the present invention. The battery pack is composed of at least two battery modules 300 and is disposed in the case 100. The battery module 300 A plurality of battery cores are formed in a series-parallel manner. The microphone matrix 200 is disposed in the box 100 to collect sound signals corresponding to the charging and discharging of the battery pack. The box 100 can be installed on each electric device.
由于车辆上装载的零部件较多,控制器需要控制很多零部件,为了保证控制器发送的充电信号可以被电源管理系统准确接收,并对电池包进行充放电,本实施例为电池包和电源管理系统分别设置ID,以便控制器利用ID控制电源管理系统对电池包进行充放电。Because there are many parts loaded on the vehicle, the controller needs to control many parts. In order to ensure that the charging signal sent by the controller can be accurately received by the power management system and charge and discharge the battery pack, this embodiment is a battery pack and a power supply. The management system sets IDs separately, so that the controller uses the ID to control the power management system to charge and discharge the battery pack.
在一些实施方式中,所述控制器为所述电池包设置唯一ID,所述控制器为所述电源管理系统设置唯一ID;所述控制器通过所述电源管理系统的ID给所述电源管理系统发送所述充放电控制信号,所述充放电控制信号中携带所述电池包的ID;所述电源管理系统用于通过所述电池包的ID给所述电池包进行充电或放电。In some embodiments, the controller sets a unique ID for the battery pack, the controller sets a unique ID for the power management system, and the controller gives the power management through the ID of the power management system The system sends the charge and discharge control signal, and the charge and discharge control signal carries the ID of the battery pack; the power management system is configured to charge or discharge the battery pack through the ID of the battery pack.
本实施例中,可以预先将电池包的ID和电源管理系统的ID保存至控制器中,当控制器需要向电源管理系统发送充放电信号时,获取电池包的ID,在充放电信号中携带有电池包的ID,控制器通过电源管理系统的ID给电源管理系统发送充放电信号,以使得电源管理系统根据接收的充放电信号可以获知需要给电池包进行充放电,提高工作效率,避免电源管理系统误操作。In this embodiment, the ID of the battery pack and the ID of the power management system may be stored in the controller in advance. When the controller needs to send a charge and discharge signal to the power management system, the ID of the battery pack is obtained and carried in the charge and discharge signal. With the ID of the battery pack, the controller sends a charge and discharge signal to the power management system through the ID of the power management system, so that the power management system can know that the battery pack needs to be charged and discharged according to the received charge and discharge signal, improving work efficiency and avoiding power Management system misoperation.
通过上述实施例可知,麦克风矩阵发送的声音信号可以为电池包充电时对应的声音信号,也可以为放电时对应的声音信号,在具体实现时,需要针对不同的声音信号进行判断。It can be known from the foregoing embodiments that the sound signals sent by the microphone matrix may be corresponding sound signals when the battery pack is charged, or may be corresponding sound signals when the battery pack is discharged. In specific implementation, it is necessary to determine different sound signals.
在一些实施方式中,所述控制器在判断声音信号大于预设阈值之前,还用于,从所述声音信号中筛选位于所述电源管理系统注入充电电流时刻至停止注入充电电流时刻之间的声音片断信号;判断声音信号大于预设阈值具体为:判断所述声音片断信号大于第一预设阈值。In some implementations, before determining that the sound signal is greater than a preset threshold, the controller is further configured to select, from the sound signal, a time between the moment when the charging current is injected by the power management system and the moment when the charging current is stopped. A sound segment signal; determining that the sound signal is greater than a preset threshold is specifically: determining that the sound segment signal is greater than a first preset threshold.
电源管理系统一般是在接收到控制器发送的充电开启信号时,立即给电池包注入充电电流,因此,电源管理系统注入充电电流时刻可以看作控制器发送充电开启信号时刻,由于充电开启信号由控制器发送,控制器可以记录自身发送充电开启信号的时刻。同理,电源管理系统是在接收到控制器发送的充电停止信号时,立即停止给电池包注入电流,因此,电源管理系统停止注入充电电流时刻可以看作控制器发送充电停止信号时刻,由于充电停止信号由控制器发送,控制器可以记录自身发送充电停止信号的时刻。The power management system generally injects the charging current into the battery pack immediately after receiving the charging start signal from the controller. Therefore, the moment when the charging current is injected by the power management system can be regarded as the moment when the controller sends the charging start signal. Send by the controller, the controller can record the moment when it sends the charging start signal. Similarly, the power management system immediately stops injecting current into the battery pack when it receives the charging stop signal from the controller. Therefore, the moment when the power management system stops injecting the charging current can be regarded as the moment when the controller sends the charging stop signal. The stop signal is sent by the controller, and the controller can record the moment when it sends the charging stop signal.
因此,控制器在判断声音信号大于预设阈值之前,可以根据自身记录的两个时刻,从所接收的声音信号中筛选出上述两个时刻之间的声音片断信号,从而使得控制器判断声音片断信号是否大于第一预设阈值,如果是,则表明电池包将要出现故障;如果否,表明电池包工作正常。Therefore, before the controller determines that the sound signal is greater than a preset threshold, it can filter out the sound segment signals between the two moments from the received sound signals based on the two moments recorded by itself, so that the controller determines the sound segment Whether the signal is greater than the first preset threshold; if it is, it indicates that the battery pack is about to fail; if not, it indicates that the battery pack is working normally.
为了保证判断地准确性,可以多次获得电池包充电时对应的声音片断信号,将多次声音片断信号取平均值作为控制器判断时所利用的声音片断信号,提高监测的准确性。In order to ensure the accuracy of the judgment, the sound fragment signals corresponding to the battery pack charging can be obtained multiple times, and the average value of the multiple sound fragment signals is used as the sound fragment signal used by the controller to improve the accuracy of monitoring.
在一些实施方式中,所述控制器多次发送充放电控制信号给所述电源管理系统;所述电源管理系统每次收到所述充放电控制信号时,均给所述电池包注入一次充电电流;获得每次注入充电电流对应的声音片断信号;由每次获得的所述声音片断信号获得声音片断信号平均值,将所述声音片断信号平均值作为最终声音片断信号;判断所述声音片断信号大于预设阈值,具体为:判断所述最终声音片断信号大于预设阈值。In some embodiments, the controller sends a charge and discharge control signal to the power management system multiple times; each time the power management system receives the charge and discharge control signal, it injects a charge into the battery pack Current; obtain a sound fragment signal corresponding to each injection of charging current; obtain an average value of the sound fragment signal from the sound fragment signal obtained each time, and use the average value of the sound fragment signal as the final sound fragment signal; determine the sound fragment The signal is greater than a preset threshold, specifically: determining that the final sound segment signal is greater than a preset threshold.
控制器通过多次给电源管理系统发送充电信号,以使得电源管理系统多次给电池包注入充电电流,同时控制器将获得的多个声音片断信号取平均值,将平均后的声音片断信号作为最终声音片断信号,以使得控制器判断最终声音片断信号大于预设阈值时,判断电池包将要出现故障。The controller sends charging signals to the power management system multiple times so that the power management system injects charging current into the battery pack multiple times. At the same time, the controller takes the average of the multiple sound clip signals and uses the averaged sound clip signals as The final sound segment signal, so that the controller determines that the battery pack is about to fail when the final sound segment signal is greater than a preset threshold.
上述描述了控制器筛选电池包充电时对应的声音片断信号,下面将介绍控制器筛选电池包放电时对应的声音片断信号。The above describes the controller to screen the corresponding sound segment signals when the battery pack is charged. The following describes the controller to screen the corresponding sound segment signals when the battery pack is discharged.
在一些实施方式中,所述控制器在判断声音信号大于预设阈值之前,还用于,从所述声音信号中筛选位于所述电源管理系统控制电池包进行放电时刻至停止放电时刻之间的声音片断信号;判断声音信号大于预设阈值具体为:判断声音片断信号大于第二预设阈值。In some embodiments, before determining that the sound signal is greater than a preset threshold, the controller is further configured to select, from the sound signal, a time interval between the time when the power management system controls the battery pack to be discharged and the time when the discharge is stopped. A sound segment signal; determining that the sound signal is greater than a preset threshold is specifically: determining that the sound segment signal is greater than a second preset threshold.
电源管理系统是在接受到控制器发送的放电开启信号时,立即控制电池包进行放电,因此,电源管理系统控制电池包放电时刻可以看作控制器发送放电开启信号时刻,由于放电开启信号由控制器发送,控制器可以记录自身发送放电开启信号时刻。同理,电源管理系统是在接受到控制器发送的放电停止信号时,立即控制电池包停止放电,因此,电源管理系统控制电池包停止放电时刻可以看作控制器发送放电停止信号时刻,由于放电停止信号由控制器发送,控制器可以记录自身发送充电停止信号的时刻。The power management system controls the battery pack to discharge immediately when it receives the discharge start signal sent by the controller. Therefore, the time when the battery pack is controlled by the power management system can be regarded as the time when the controller sends the discharge start signal. The controller can record the moment when it sends the discharge start signal. Similarly, the power management system immediately controls the battery pack to stop discharging when it receives the discharge stop signal from the controller. Therefore, the time when the power management system controls the battery pack to stop discharging can be regarded as the time when the controller sends the discharge stop signal. The stop signal is sent by the controller, and the controller can record the moment when it sends the charging stop signal.
因此,控制器在判断声音信号大于预设阈值之前,可以根据自身记录 的两个时刻,从所述接收的声音信号中筛选出上述两个时刻之间的声音片断信号,从而使得控制器判断声音片断信号是否大于第二预设阈值,如果是,则表明电池包将要出现故障;如果否,表明电池包工作正常。Therefore, before determining that the sound signal is greater than a preset threshold, the controller can filter out the sound segment signals between the two times from the received sound signals according to the two moments recorded by itself, so that the controller judges the sound Whether the segment signal is greater than the second preset threshold; if it is, it indicates that the battery pack is about to fail; if not, it indicates that the battery pack is working normally.
当然,为了保证判断地准确性,可以多次获得电池包放电时对应的声音片断信号,将多次声音片断信号取平均值作为控制器判断时所利用的声音片断信号,提高监测的准确性。Of course, in order to ensure the accuracy of the judgment, the sound fragment signals corresponding to the battery pack discharge can be obtained multiple times, and the average value of the multiple sound fragment signals is used as the sound fragment signal used by the controller to improve the accuracy of monitoring.
在一些实施方式中,所述控制器多次发送充放电控制信号给所述电源管理系统;所述电源管理系统每次收到放电控制信号时,控制所述电池包进行放电;获得每次放电对应的声音片断信号;由每次获得的所述声音片断信号获得声音片断信号平均值,将所述声音片断信号平均值作为最终声音片断信号;判断所述声音片断信号大于预设阈值,具体为:判断所述最终声音片断信号大于所述第二预设阈值。In some embodiments, the controller sends a charge and discharge control signal to the power management system multiple times; each time the power management system receives the discharge control signal, controls the battery pack to discharge; and obtains each discharge A corresponding sound fragment signal; obtaining an average value of the sound fragment signal from the sound fragment signal obtained each time, and using the average value of the sound fragment signal as the final sound fragment signal; judging that the sound fragment signal is greater than a preset threshold, specifically : Determine that the final sound segment signal is greater than the second preset threshold.
控制器通过多次给电源管理系统发送放电信号,以使得电源管理系统控制电池包放电,同时控制器将获得的多个声音片断信号取平均值,将平均后的声音片断信号作为最终声音片断信号,以使得控制器判断最终声音片断信号是否大于第二预设阈值时,如果是,则表明电池包将要出现故障;如果否,表明电池包正常。The controller sends discharge signals to the power management system multiple times so that the power management system controls the battery pack to discharge. At the same time, the controller averages the multiple sound clip signals and uses the averaged sound clip signals as the final sound clip signals. When the controller determines whether the final sound segment signal is greater than the second preset threshold, if it is, it indicates that the battery pack is about to fail; if not, it indicates that the battery pack is normal.
本实施例中,由于电池包充放电对应声音信号不同,在利用声音信号检测电池包是否将要故障时,可以同时采集两种声音信号,利用两种声音信号对电池包进行监测,从而保证对电池包监测的准确性。当然,本实施例对麦克风矩阵采集声音信号的形式不做限定,可以仅采集其中一种声音信号,也可以同时采集两种声音信号,具体应用时,可以根据实际需求进行声音信号的采集。In this embodiment, since the sound signals corresponding to the charging and discharging of the battery pack are different, when using the sound signal to detect whether the battery pack is about to fail, two kinds of sound signals can be collected at the same time, and the battery pack is monitored using the two sound signals to ensure the battery pack. Package monitoring accuracy. Of course, this embodiment does not limit the form of the sound signals collected by the microphone matrix. Only one of the sound signals may be collected, or two sound signals may be collected at the same time. In specific applications, the sound signals may be collected according to actual requirements.
本实施例中,控制器可以位于汽车,也可以位于远程服务器。当控制器位于汽车时,关于控制器根据声音信号与参考声音信号比较操作在本地进行。当控制器位于远程服务器时,声音信号与参考声音信号的比较操作在远程服务器进行,具体可以为,控制器将接收的声音信号发送给远程服务器,由远程服务器根据接收的声音信号与参考声音信号进行比较,在根据比较结果判断电池包是否故障。In this embodiment, the controller may be located in a car or a remote server. When the controller is located in the car, the operation of comparing the controller with the reference sound signal according to the sound signal is performed locally. When the controller is located on a remote server, the comparison operation between the sound signal and the reference sound signal is performed on the remote server. Specifically, the controller may send the received sound signal to the remote server, and the remote server may send the received sound signal to the reference sound signal. Compare and judge whether the battery pack is faulty according to the comparison result.
本实施例还可以利用神经网络判断门锁是否正常,具体为,所述控制器,还用于将所述声音信号发送给所述远程服务器;所述远程服务器,用 于通过神经网络对所述声音信号进行分析获得声音信号的变化曲线,根据所述变化曲线判断所述电池包是否故障。This embodiment may also use a neural network to determine whether the door lock is normal. Specifically, the controller is further configured to send the sound signal to the remote server; the remote server is configured to perform a neural network The sound signal is analyzed to obtain a change curve of the sound signal, and it is determined whether the battery pack is faulty according to the change curve.
在实际应用时,可以多次获得电池包工作时产生的声音信号,利用多个声音信号训练神经网络,获得训练后的神经网络,由于训练后的神经网络已获取电池包正常工作时产生的声音信号的变化曲线特征,因此,训练后的神经网络可以根据输入声音信号的变化曲线特征,判断电池包是否正常。In practical applications, the sound signals generated during the operation of the battery pack can be obtained multiple times. The neural network is trained using multiple sound signals to obtain the trained neural network. Since the trained neural network has obtained the sound generated during the normal operation of the battery pack The characteristics of the change curve of the signal. Therefore, the trained neural network can determine whether the battery pack is normal according to the characteristics of the change curve of the input sound signal.
可以理解的是,利用麦克风矩阵采集声音信号时,不免会采集电池包所在箱体之外的背景声音信号,为了保证控制器在进行声音信号判断时,所判断的声音信号为电池包在充放电时对应的声音信号,提高后续判断的准确性,本实施例在控制器进行声音信号判断之前,可以对声音信号进行除噪,去除箱体之外的背景声音信号。It can be understood that when using the microphone matrix to collect sound signals, it is inevitable to collect background sound signals outside the box where the battery pack is located. In order to ensure that the controller judges the sound signal, the sound signal determined is that the battery pack is being charged and discharged. The sound signal corresponding to the time improves the accuracy of subsequent judgment. In this embodiment, before the controller judges the sound signal, the sound signal can be denoised to remove the background sound signal outside the cabinet.
在一些实施方式中,预先获得所述箱体之外的背景声音信号;所述控制器在判断声音信号大于预设阈值之前,还用于从筛选出的声音信号中减去所述箱体之外的背景声音信号。In some embodiments, a background sound signal outside the cabinet is obtained in advance; the controller is further configured to subtract the sound signal of the cabinet from the screened sound signal before determining that the sound signal is greater than a preset threshold. Outside background sound signal.
其中,背景声音信号可以为车辆其他零部件产生的声音信号,当然也可以为车辆之外的其他物体产生的声音信号。The background sound signal may be a sound signal generated by other parts of the vehicle, or of course, a sound signal generated by an object other than the vehicle.
在本实施例中,可以预先获得背景声音信号,并存储在控制器,在控制器判断声音信号大于预设阈值之前,将麦克风矩阵发送的声音信号减去预存的背景声音信号,保证控制器判断的声音信号为电池包在充放电时产生的声音信号,避免背景声音信号对判断结果的影响,从而提高对电池包状态监测的准确性。In this embodiment, the background sound signal can be obtained in advance and stored in the controller. Before the controller determines that the sound signal is greater than a preset threshold, the sound signal sent by the microphone matrix is subtracted from the pre-stored background sound signal to ensure that the controller determines The sound signal is the sound signal generated when the battery pack is charged and discharged, which avoids the influence of the background sound signal on the judgment result, thereby improving the accuracy of the battery pack condition monitoring.
具体去除背景声音信号的方法可以根据背景声音信号的特征,采用不同的滤波方法进行消除。比如,背景声音信号呈现为高频特征,可以采用低通滤波方法,将背景声音信号进行过滤;背景声音信号呈现低频特征,可以采用高通滤波方法,将背景声音信号进行过滤。当然,还可以根据背景声音信号的其他属性,进行去除,本实施例在此不限定。The method of specifically removing the background sound signal can be eliminated by using different filtering methods according to the characteristics of the background sound signal. For example, the background sound signal appears as a high-frequency feature, and a low-pass filtering method can be used to filter the background sound signal; the background sound signal shows a low-frequency feature, and a high-pass filtering method can be used to filter the background sound signal. Of course, it can also be removed according to other attributes of the background sound signal, which is not limited in this embodiment.
为了保证能够尽可能地去除声音信号中背景声音信号,在一些实施方式中,所述预先获得所述箱体之外的背景声音信号,具体为:预先多次获得所述箱体之外的背景声音信号,将多次获得的背景声音信号取平均值作为最终背景声音信号;所述控制器从筛选出的声音信号中减去所述箱体之 外的背景声音信号,具体为:所述控制器从筛选出的声音信号中减去所述箱体之外的所述最终背景声音信号。In order to ensure that the background sound signal in the sound signal can be removed as much as possible, in some embodiments, obtaining the background sound signal outside the box in advance is specifically: obtaining the background outside the box multiple times in advance. The sound signal is an average value of the background sound signals obtained multiple times as the final background sound signal; the controller subtracts the background sound signals outside the cabinet from the screened sound signals, specifically: the control The device subtracts the final background sound signal outside the cabinet from the screened sound signal.
本实施例中,多次采集背景声音信号,并对多次采集的背景信号进行求平均,将平均后的背景声音信号作为最终背景声音信号,避免一次采集的背景声音信号出现误差。In this embodiment, background sound signals are collected multiple times, and the background signals collected multiple times are averaged, and the averaged background sound signal is used as the final background sound signal to avoid errors in the background sound signals collected at one time.
同时,可以将最终背景声音信号存储在控制器,在控制器对声音信号进行判断之前,从筛选出的声音信号中减去最终背景声音信号得到最终声音片断信号,以便控制器判断最终声音片断信号是否大于预设阈值,进而判断电池包是否将要出现故障。At the same time, the final background sound signal can be stored in the controller. Before the controller judges the sound signal, the final background sound signal is subtracted from the screened sound signal to obtain the final sound fragment signal, so that the controller can determine the final sound fragment signal. Whether it is greater than a preset threshold, and then determining whether the battery pack is about to fail.
在一些实施方式中,所述控制器,判断所述声音信号大于预设阈值,具体为:所述控制器对所述声音信号进行傅里叶分析获得所述声音信号对应的数字化频谱,所述预设阈值为预先对出厂的电池包进行充放电控制时获得的初始声音信号,对所述初始声音信号进行傅里叶分析获得对应的初始化数字化频谱,判断所述声音信号的数字化频谱大于所述初始化数字化频谱。In some embodiments, the controller determines that the sound signal is greater than a preset threshold, specifically: the controller performs Fourier analysis on the sound signal to obtain a digital spectrum corresponding to the sound signal, and The preset threshold is an initial sound signal obtained when the factory-manufactured battery pack is subjected to charge and discharge control in advance, and a Fourier analysis is performed on the initial sound signal to obtain a corresponding initialized digital spectrum, and it is determined that the digital spectrum of the sound signal is greater than the Initialize the digitized spectrum.
本实施例中,在用电设备出厂前可以预先获得电池包进行充放电时对应的初始声音信号,并对初始声音信号进行傅里叶分析获得对应的初始化数字化频谱,并保存在控制器中。用电设备出厂后,在用电设备使用的过程中,当麦克风矩阵将采集的电池包充放电对应的声音信号发送给控制器时,控制器对该声音信号进行傅里叶分析获得该声音信号对应的数字化频谱,并判断该声音信号对应的数字化频谱大于初始化数字化频谱时,表明电池包将要故障。In this embodiment, the initial sound signal corresponding to the battery pack for charging and discharging can be obtained in advance before the electrical equipment is shipped, and a Fourier analysis is performed on the initial sound signal to obtain a corresponding initialized digital spectrum, which is stored in the controller. After the electric device is delivered, during the use of the electric device, when the microphone matrix sends the collected sound signal corresponding to the charging and discharging of the battery pack to the controller, the controller performs a Fourier analysis on the sound signal to obtain the sound signal. When the corresponding digitized spectrum is determined and the digitized spectrum corresponding to the sound signal is greater than the initialized digitized spectrum, it indicates that the battery pack is about to fail.
可以理解的是,由于电池包进行充放电时产生的声音信号是不同的,因此,通过傅里叶分析得到的数字化频谱也不相同。It can be understood that, because the sound signals generated when the battery pack is charged and discharged are different, the digital spectrum obtained through Fourier analysis is also different.
实际应用中,控制器可以实时监测电池包的工作状态,通过长期监测可以获得电池包的状态变化趋势,控制器可以根据长期统计的变化趋势,预测将来的某一天电池包可能会出现故障,并设置故障提醒,以便可以及时提醒驾驶员提前注意检修或更换电池包,避免在电池包发生故障时,影响驾驶体验。In practical applications, the controller can monitor the working status of the battery pack in real time, and the status change trend of the battery pack can be obtained through long-term monitoring. The controller can predict the future failure of the battery pack based on the long-term statistical change trend, and Set a fault reminder so that you can promptly remind the driver to pay attention to maintenance or replace the battery pack in advance to avoid affecting the driving experience when the battery pack fails.
在一些实施方式中,所述控制器,还用于当判断所述声音信号小于等于所述预设阈值时,获得所述声音信号的变化曲线,根据所述变化曲线判 断所述电池包的变化趋势,根据变化趋势设定故障提醒周期,所述故障提醒周期包括:天、周和月;不同变化趋势对应不同的故障提醒周期。In some embodiments, the controller is further configured to obtain a change curve of the sound signal when it is determined that the sound signal is less than or equal to the preset threshold, and determine a change of the battery pack according to the change curve. Trend, the fault reminder period is set according to the change trend, the fault reminder period includes: day, week and month; different change trends correspond to different fault reminder periods.
本实施例中,控制器实时获取电池包在进行充放电时,对应的声音信号,并进行统计、处理和分析,获得声音信号的变化曲线,并与车辆出厂时获得电池包充放电时对应的变化曲线进行比较,当判断当前电池包充放电时对应的声音信号变化曲线发生突变时,根据设定的故障提醒周期对用户进行故障提醒。In this embodiment, the controller obtains the sound signals corresponding to the battery pack during charging and discharging in real time, and performs statistics, processing, and analysis to obtain the change curve of the sound signals, which is corresponding to the time when the battery pack is charged and discharged when the vehicle leaves the factory. The change curves are compared, and when it is judged that the corresponding sound signal change curve changes suddenly when the current battery pack is charged and discharged, the user is reminded of the fault according to the set fault reminding period.
不同的变化趋势说明电池包将要发生故障的时间也不同,当变化趋势较为突出时,可以将故障提醒周期设定为以天为单位进行提醒,比如,故障提醒周期为两天提醒一次。当变换趋势较为平缓时,可以将故障提醒周期设定为以周或以月为单位进行提醒,比如,故障提醒周期为一周提醒一次。Different change trends indicate that the battery pack will fail at different times. When the change trend is more prominent, the fault reminder period can be set to remind in units of days. For example, the fault reminder period is reminded once every two days. When the change trend is relatively gentle, the fault reminder period can be set to remind in week or month. For example, the fault reminder period is reminded once a week.
通过本发明实施例提供的电池包监测设备,为避免箱体外背景声音信号对判断结果的影响,预先获得背景声音信号,在控制器判断声音信号大于预设阈值之前,将麦克风模块发送的声音信号减去背景声音信号,保证控制器判断的声音信号为电池包充放电时对应的声音信号,提高判断的准确性。另外,控制器还可以根据长期对电池包监测的变化趋势,设定故障提醒周期,以便可以及时提醒驾驶员对电池包进行检修或更换,提高驾驶体验。According to the battery pack monitoring device provided by the embodiment of the present invention, in order to avoid the influence of the background sound signal outside the cabinet on the judgment result, the background sound signal is obtained in advance, and the sound sent by the microphone module is transmitted before the controller determines that the sound signal is greater than a preset threshold. The background sound signal is subtracted from the signal to ensure that the sound signal judged by the controller is the corresponding sound signal when the battery pack is charged and discharged, which improves the accuracy of the judgment. In addition, the controller can also set a fault reminder period based on the long-term monitoring trend of the battery pack, so that the driver can be promptly reminded to overhaul or replace the battery pack to improve the driving experience.
实施例三Example three
本实施例还提供了一种监测系统,下面将结合附图对本实施例提供的系统进行介绍。This embodiment also provides a monitoring system. The system provided by this embodiment will be described below with reference to the drawings.
参见图4,该图为本发明实施例提供的一种系统结构图。Referring to FIG. 4, a diagram of a system structure according to an embodiment of the present invention is shown.
本实施例的监测系统包括实施例一和实施例二的电池包的监测设备301,还包括:电池包302。The monitoring system of this embodiment includes the battery pack monitoring device 301 of the first and second embodiments, and further includes a battery pack 302.
电池包监测设备301,用于监测电池包故障状态。The battery pack monitoring device 301 is configured to monitor a fault state of the battery pack.
其中,电池包302,用于为用电设备提供电源。Among them, the battery pack 302 is used to provide power for the electric equipment.
需要说明的是,本实施例中电池包监测设备的具体功能实现可以参加实施例一或实施例二所述功能,在此不再赘述。It should be noted that the specific function implementation of the battery pack monitoring device in this embodiment may participate in the functions described in Embodiment 1 or Embodiment 2, and details are not described herein again.
通过本实施例提供的监测系统,利用电池包监测设备可以实时监测电池包的工作状态,以便能够及时准确监测电池包的状态,进而在电池包发生故障之前采取措施。Through the monitoring system provided by this embodiment, the working status of the battery pack can be monitored in real time by using the battery pack monitoring device, so that the state of the battery pack can be accurately monitored in time, and then measures can be taken before the battery pack fails.
上述虽然结合附图对本发明的具体实施方式进行了描述,但并非对本发明保护范围的限制,所属领域技术人员应该明白,在本发明的技术方案的基础上,本领域技术人员不需要付出创造性劳动即可做出的各种修改或变形仍在本发明的保护范围以内。Although the specific embodiments of the present invention are described above with reference to the accompanying drawings, they are not a limitation on the protection scope of the present invention. Those skilled in the art should understand that based on the technical solution of the present invention, those skilled in the art do not need to make creative work. Various modifications or variations that can be made are still within the protection scope of the present invention.

Claims (12)

  1. 一种电池包监测设备,其特征在于,所述设备包括:A battery pack monitoring device, characterized in that the device includes:
    麦克风模块、电源管理系统和控制器;Microphone module, power management system and controller;
    所述麦克风模块设置在电池包所在箱体上;The microphone module is arranged on the box where the battery pack is located;
    所述控制器,用于发送充放电控制信号给所述电源管理系统;The controller is configured to send a charge and discharge control signal to the power management system;
    所述电源管理系统,用于在收到所述充放电控制信号时,给所述电池包进行充电或放电;The power management system is configured to charge or discharge the battery pack when the charge and discharge control signal is received;
    所述控制器,还用于接收所述麦克风模块发送的声音信号;判断所述声音信号大于预设阈值时,判断所述电池包将要出现故障。The controller is further configured to receive a sound signal sent by the microphone module; when it is determined that the sound signal is greater than a preset threshold, determine that the battery pack is about to fail.
  2. 根据权利要求1所述的电池包监测设备,其特征在于,所述麦克风模块为麦克风矩阵;The battery pack monitoring device according to claim 1, wherein the microphone module is a microphone matrix;
    所述控制器,还用于根据所述麦克风矩阵的类型,获得所述声音信号来源于所述电池包的位置,判断所述电池包中该位置的电芯发生故障。The controller is further configured to obtain a position where the sound signal originates from the battery pack according to a type of the microphone matrix, and determine that a fault occurs in a battery cell at the position in the battery pack.
  3. 根据权利要求1所述的电池包监测设备,其特征在于,所述控制器在判断声音信号大于预设阈值之前,还用于,The battery pack monitoring device according to claim 1, wherein before the controller determines that the sound signal is greater than a preset threshold, the controller is further configured to:
    从所述声音信号中筛选位于所述电源管理系统注入充电电流时刻至停止注入充电电流时刻之间的声音片断信号;Screening the sound signal from the sound signal between the moment when the charging current is injected by the power management system and the moment when the charging current is stopped;
    判断声音信号大于预设阈值具体为:判断所述声音片断信号大于第一预设阈值;The determining that the sound signal is greater than a preset threshold is specifically: determining that the sound segment signal is greater than a first preset threshold;
    or
    从所述声音信号中筛选位于所述电源管理系统控制电池包进行放电时刻至停止放电时刻之间的声音片断信号;Screening, from the sound signals, sound fragment signals between the time when the power management system controls the battery pack to be discharged and the time when discharge is stopped;
    判断声音信号大于预设阈值具体为:判断所述声音片断信号大于第二预设阈值。The determining that the sound signal is greater than a preset threshold is specifically: determining that the sound segment signal is greater than a second preset threshold.
  4. 根据权利要求3所述的电池包监测设备,其特征在于,还包括:The battery pack monitoring device according to claim 3, further comprising:
    预先获得所述箱体之外的背景声音信号;Obtaining a background sound signal outside the cabinet in advance;
    所述控制器在判断声音信号大于预设阈值之前,还用于从筛选出的声音信号中减去所述箱体之外的背景声音信号。The controller is further configured to subtract a background sound signal outside the cabinet from the screened sound signal before determining that the sound signal is greater than a preset threshold.
  5. 根据权利要求4所述的电池包监测设备,其特征在于,所述预先获得所述箱体之外的背景声音信号,具体为:The battery pack monitoring device according to claim 4, wherein the obtaining the background sound signal outside the box in advance is specifically:
    预先多次获得所述箱体之外的背景声音信号,将多次获得的背景声音信号取平均值作为最终背景声音信号;Obtaining background sound signals outside the box multiple times in advance, and averaging the background sound signals obtained multiple times as the final background sound signal;
    所述控制器从筛选出的声音信号中减去所述箱体之外的背景声音信号,具体为:The controller subtracts the background sound signal outside the cabinet from the screened sound signal, which is specifically:
    所述控制器从筛选出的声音信号中减去所述箱体之外的所述最终背景声音信号。The controller subtracts the final background sound signal outside the cabinet from the screened sound signal.
  6. 根据权利要求3所述的电池包监测设备,其特征在于,所述控制器多次发送充放电控制信号给所述电源管理系统;The battery pack monitoring device according to claim 3, wherein the controller sends a charge and discharge control signal to the power management system multiple times;
    所述电源管理系统每次收到所述充电控制信号时,均给所述电池包注入一次充电电流;Each time the power management system receives the charging control signal, injects a charging current into the battery pack;
    获得每次注入充电电流对应的声音片断信号;Obtaining a sound segment signal corresponding to each injection of charging current;
    由每次获得的所述声音片断信号获得声音片断信号平均值,将所述声音片断信号平均值作为最终声音片断信号;Obtaining an average value of the sound segment signal from the sound segment signal obtained each time, and using the average value of the sound segment signal as a final sound segment signal;
    判断所述声音片断信号大于预设阈值,具体为:判断所述最终声音片断信号大于所述第一预设阈值;Determining that the sound segment signal is greater than a preset threshold, specifically: determining that the final sound segment signal is greater than the first preset threshold;
    or
    所述电源管理系统每次收到放电控制信号时,控制所述电池包进行放电;Each time the power management system receives the discharge control signal, controls the battery pack to discharge;
    获得每次放电对应的声音片断信号;Obtain the sound segment signal corresponding to each discharge;
    由每次获得的所述声音片断信号获得声音片断信号平均值,将所述声音片断信号平均值作为最终声音片断信号;Obtaining an average value of the sound segment signal from the sound segment signal obtained each time, and using the average value of the sound segment signal as a final sound segment signal;
    判断所述声音片断信号大于预设阈值,具体为:判断所述最终声音片断信号大于所述第二预设阈值。Determining that the sound segment signal is greater than a preset threshold, specifically: determining that the final sound segment signal is greater than the second preset threshold.
  7. 根据权利要求1所述的电池包监测设备,其特征在于,所述控制器,判断所述声音信号大于预设阈值,具体为:The battery pack monitoring device according to claim 1, wherein the controller determines that the sound signal is greater than a preset threshold, specifically:
    所述控制器对所述声音信号进行傅里叶分析获得所述声音信号对应的数字化频谱,所述预设阈值为预先对出厂的电池包进行充放电控制时获得的初始声音信号,对所述初始声音信号进行傅里叶分析获得对应的初始化数字化频谱,判断所述声音信号的数字化频谱大于所述初始化数字化频谱。The controller performs Fourier analysis on the sound signal to obtain a digital spectrum corresponding to the sound signal. The preset threshold is an initial sound signal obtained when the factory-discharged battery pack is subjected to charge and discharge control in advance. Fourier analysis is performed on the initial sound signal to obtain a corresponding initialized digitized spectrum, and it is determined that the digitized spectrum of the sound signal is larger than the initialized digitized spectrum.
  8. 根据权利要求1所述的电池包监测设备,其特征在于,所述控制器,还用于当判断所述声音信号小于等于所述预设阈值时,获得所述声音信号 的变化曲线,根据所述变化曲线判断所述电池包的变化趋势,根据变化趋势设定故障提醒周期,所述故障提醒周期包括:天、周和月;不同变化趋势对应不同的故障提醒周期。The battery pack monitoring device according to claim 1, wherein the controller is further configured to obtain a change curve of the sound signal when it is determined that the sound signal is less than or equal to the preset threshold, and according to the The change curve determines a change trend of the battery pack, and sets a fault reminder period according to the change trend. The fault reminder period includes: day, week, and month; different change trends correspond to different fault reminder periods.
  9. 根据权利要求1所述的电池包监测设备,其特征在于,所述控制器为所述电池包设置唯一ID,所述控制器为所述电源管理系统设置唯一ID;The battery pack monitoring device according to claim 1, wherein the controller sets a unique ID for the battery pack, and the controller sets a unique ID for the power management system;
    所述控制器通过所述电源管理系统的ID给所述电源管理系统发送所述充放电控制信号,所述充放电控制信号中携带所述电池包的ID;所述电源管理系统用于通过所述电池包的ID给所述电池包进行充电或放电。The controller sends the charge and discharge control signal to the power management system through the ID of the power management system, and the charge and discharge control signal carries the ID of the battery pack; the power management system is configured to pass The battery pack ID charges or discharges the battery pack.
  10. 根据权利要求1所述的电池包监测设备,其特征在于,所述控制器位于汽车或位于远程服务器。The battery pack monitoring device according to claim 1, wherein the controller is located in a car or a remote server.
  11. 根据权利要求10所述的电池包监测设备,其特征在于,所述设备还包括远程服务器;The battery pack monitoring device according to claim 10, wherein the device further comprises a remote server;
    所述控制器,还用于将所述声音信号发送给所述远程服务器;The controller is further configured to send the sound signal to the remote server;
    所述远程服务器,用于通过神经网络对所述声音信号进行分析获得声音信号的变化曲线,根据所述变化曲线判断所述电池包是否故障。The remote server is configured to analyze the sound signal through a neural network to obtain a change curve of the sound signal, and determine whether the battery pack is faulty according to the change curve.
  12. 一种监测系统,其特征在于,包括权利要求1-11任一项所述的电池包监测设备,还包括:电池包。A monitoring system, comprising the battery pack monitoring device according to any one of claims 1-11, and further comprising: a battery pack.
PCT/CN2019/100315 2018-08-16 2019-08-13 Battery pack monitoring device and system WO2020034935A1 (en)

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