Nothing Special   »   [go: up one dir, main page]

CN112071047A - Resident home leaving and returning behavior judgment method - Google Patents

Resident home leaving and returning behavior judgment method Download PDF

Info

Publication number
CN112071047A
CN112071047A CN202010671071.XA CN202010671071A CN112071047A CN 112071047 A CN112071047 A CN 112071047A CN 202010671071 A CN202010671071 A CN 202010671071A CN 112071047 A CN112071047 A CN 112071047A
Authority
CN
China
Prior art keywords
home
resident
leaving
data
returning
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
CN202010671071.XA
Other languages
Chinese (zh)
Inventor
孙健
李国昌
段大鹏
赵成
李亦非
宋伟琼
李乾
庞帅
姚鹏
易欣
李蕊
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
State Grid Beijing Electric Power Co Ltd
Original Assignee
State Grid Beijing Electric Power Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by State Grid Beijing Electric Power Co Ltd filed Critical State Grid Beijing Electric Power Co Ltd
Priority to CN202010671071.XA priority Critical patent/CN112071047A/en
Publication of CN112071047A publication Critical patent/CN112071047A/en
Pending legal-status Critical Current

Links

Images

Classifications

    • GPHYSICS
    • G08SIGNALLING
    • G08CTRANSMISSION SYSTEMS FOR MEASURED VALUES, CONTROL OR SIMILAR SIGNALS
    • G08C17/00Arrangements for transmitting signals characterised by the use of a wireless electrical link
    • G08C17/02Arrangements for transmitting signals characterised by the use of a wireless electrical link using a radio link
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L63/00Network architectures or network communication protocols for network security
    • H04L63/08Network architectures or network communication protocols for network security for authentication of entities
    • H04L63/083Network architectures or network communication protocols for network security for authentication of entities using passwords
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00Network arrangements or protocols for supporting network services or applications
    • H04L67/01Protocols
    • H04L67/12Protocols specially adapted for proprietary or special-purpose networking environments, e.g. medical networks, sensor networks, networks in vehicles or remote metering networks
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N7/00Television systems
    • H04N7/18Closed-circuit television [CCTV] systems, i.e. systems in which the video signal is not broadcast
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04QSELECTING
    • H04Q9/00Arrangements in telecontrol or telemetry systems for selectively calling a substation from a main station, in which substation desired apparatus is selected for applying a control signal thereto or for obtaining measured values therefrom
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04QSELECTING
    • H04Q2209/00Arrangements in telecontrol or telemetry systems
    • H04Q2209/40Arrangements in telecontrol or telemetry systems using a wireless architecture
    • H04Q2209/43Arrangements in telecontrol or telemetry systems using a wireless architecture using wireless personal area networks [WPAN], e.g. 802.15, 802.15.1, 802.15.4, Bluetooth or ZigBee
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04QSELECTING
    • H04Q2209/00Arrangements in telecontrol or telemetry systems
    • H04Q2209/60Arrangements in telecontrol or telemetry systems for transmitting utility meters data, i.e. transmission of data from the reader of the utility meter

Landscapes

  • Engineering & Computer Science (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Computing Systems (AREA)
  • Health & Medical Sciences (AREA)
  • Multimedia (AREA)
  • General Physics & Mathematics (AREA)
  • Physics & Mathematics (AREA)
  • General Health & Medical Sciences (AREA)
  • Medical Informatics (AREA)
  • Computer Hardware Design (AREA)
  • Computer Security & Cryptography (AREA)
  • General Engineering & Computer Science (AREA)
  • Alarm Systems (AREA)
  • Telephonic Communication Services (AREA)

Abstract

The invention discloses a method for judging the leaving and returning behavior of residents, which belongs to the technical field of intelligent home and has the technical key points that: connecting an ammeter to a family data acquisition unit, and installing a video acquisition device at a position where a communication network can be connected in a monitoring area; the household data acquisition unit and the video acquisition device feed back data, the feed-back data is sent to the judgment analysis unit, a power utilization result and a resident leaving home returning result are generated, and the power utilization result and the resident leaving home returning result are sent to the remote terminal and the cloud server; according to the method for judging the home leaving and returning behaviors of the residents, the home leaving and returning behaviors of the residents can be judged, meanwhile, the household electricity consumption and the outgoing multiple indexes of the residents can be monitored, monitoring data are fed back to the remote terminal and the cloud server in time, the home leaving and returning behaviors of the residents are judged, reference basis is provided for community management and family members, and the method is beneficial to obtaining the flowing information of the people who leave and return home.

Description

Resident home leaving and returning behavior judgment method
Technical Field
The invention relates to the technical field of intelligent home furnishing, in particular to a method for judging the home-returning behavior of residents.
Background
In social production and life, the requirement of daily fixed-point round trip and two places, such as participation in learning, working or training, is needed, so that the daily fixed-point round trip and the two places need to be regularly round trip among families, companies or organizations. For some specific conditions, such as epidemic prevention and control, information on the flow of people leaving and returning from home is needed.
Because the number of residents in a community is large, the behavior of the resident leaving home is difficult to judge, the existing adopted measures are not only personnel registration, but also no other measures are provided, the number of the personnel entering and leaving home can be only recorded, and the behavior of the resident leaving home and returning home cannot be accurately mastered. The household electricity consumption can be obviously changed during the period of returning home and leaving home of residents, but the data of the electric energy meter is not effectively utilized except that all resident electric energy representation value data are extracted for an electric power company collection system due to the lack of corresponding collection methods and modes. Therefore, it is necessary to provide a method for determining the home-returning behavior of a resident, which combines the data of the electric energy meter and the monitored and collected data to determine the home-returning behavior of the resident, and aims to solve the above problems.
Disclosure of Invention
In view of the defects in the prior art, an embodiment of the present invention provides a method for determining a returning behavior of a resident from home, so as to solve the above problems in the background art.
In order to achieve the purpose, the invention provides the following technical scheme:
a resident leaving home returning behavior judgment method comprises the following steps:
step 1) installing a household data acquisition unit in a resident electricity meter box to be monitored, and connecting an electricity meter to the household data acquisition unit; meanwhile, the video acquisition device is arranged at a position where a communication network can be connected in a monitoring area, and the household data acquisition unit and the video acquisition device are electrified;
step 2) the family data acquisition unit and the video acquisition device are connected with a central processing unit through a communication network, and a judgment analysis unit of the central processing unit is connected with a remote terminal through the communication network;
step 3) the remote terminal monitors the normal use condition of the residential electric meter in real time, the electricity consumption information of the residential electric meter is collected through a ZigBee protocol and then is periodically sent to the cloud server, and the electricity consumption information is centrally processed and stored in a database by the cloud server;
and 4) the resident accesses the cloud server through the remote inquiry system, inputs a correct resident name and a correct password for logging in, and checks the condition of the home-leaving and home-returning behavior.
As a further scheme of the present invention, the household data acquisition unit is configured to monitor a power consumption state of a household of a resident, and monitor whether a power consumption amount in the household of the resident reaches a preset normal power consumption range.
As a further scheme of the present invention, the video capture device is configured to capture video image information of residents on each floor and feed back the captured information to the central processing unit.
As a further scheme of the present invention, the central processing unit is configured to receive data fed back by the home data acquisition unit and the video acquisition device, and send the fed-back data to the judgment and analysis unit, and the judgment and analysis unit is configured to process the received data, generate a power consumption result and a result of the residents returning home, and send the power consumption result and the result of the residents returning home to the remote terminal and the cloud server.
As a further scheme of the invention, the judging and analyzing unit is connected with the family data acquisition unit through a communication network; when the data received by the judging and analyzing unit exceeds a preset threshold value, a resident return signal is sent to the remote terminal and the cloud server; and when the data received by the judgment and analysis unit is lower than a preset threshold value, sending a resident leaving signal to the remote terminal and the cloud server.
As a further scheme of the invention, the communication network is at least one of Bluetooth, ZigBee, GPRS wireless communication network, wifi wireless network, 2G network, 3G network, 4G network and 5G network.
As a further aspect of the present invention, the remote terminal includes a smart phone, a tablet computer, and a notebook computer.
As a further scheme of the invention, the video acquisition device is a camera with an infrared sensor.
In summary, compared with the prior art, the embodiment of the invention has the following beneficial effects:
according to the method for judging the home leaving and returning behaviors of the residents, the home leaving and returning behaviors of the residents can be judged, meanwhile, the household electricity consumption and the outgoing multiple indexes of the residents can be monitored, monitoring data are fed back to the remote terminal and the cloud server in time, the home leaving and returning behaviors of the residents are judged, reference basis is provided for community management and family members, and the method is beneficial to obtaining the flowing information of the people who leave and return home.
To more clearly illustrate the structural features and effects of the present invention, the present invention will be described in detail below with reference to the accompanying drawings and specific embodiments.
Drawings
Fig. 1 is a flowchart of a method for determining a home-returning behavior of a resident according to an embodiment of the present invention.
Detailed Description
The technical solution of the present invention is further described with reference to the accompanying drawings and specific embodiments.
Example 1
Referring to fig. 1, a method for determining a home-returning behavior of a resident, the method comprising the steps of:
step 1) installing a household data acquisition unit in a resident electricity meter box to be monitored, and connecting an electricity meter to the household data acquisition unit, wherein the household data acquisition unit is used for monitoring the electricity utilization state of a resident family and monitoring whether the electricity consumption of the resident family reaches a preset normal electricity consumption range; meanwhile, the video acquisition device is arranged at a position where a communication network can be connected in a monitoring area, and is used for acquiring video image information of residents on each floor, feeding the acquired information back to the central processing unit and electrifying the household data acquisition unit and the video acquisition device;
step 2) the family data acquisition unit and the video acquisition device are connected with a central processing unit through a communication network, and a judgment analysis unit of the central processing unit is connected with a remote terminal through the communication network;
step 3) the remote terminal monitors the normal use condition of the residential electric meter in real time, the electricity consumption information of the residential electric meter is collected through a ZigBee protocol and then is periodically sent to the cloud server, and the electricity consumption information is centrally processed and stored in a database by the cloud server;
and 4) the resident accesses the cloud server through the remote inquiry system, inputs a correct resident name and a correct password for logging in, and checks the condition of the home-leaving and home-returning behavior.
Further, central processing unit is used for receiving the data of family data acquisition unit, video acquisition device feedback to with the data transmission of feedback to judge the analytic unit, judge that the analytic unit is used for handling the data of receiving, generate power consumption result and resident leave home and return the result to with power consumption result and resident leave home and return the result and send to remote terminal and high in the clouds server.
Further, the judging and analyzing unit is connected with the family data acquisition unit through a communication network; when the data received by the judging and analyzing unit exceeds a preset threshold value, a resident return signal is sent to the remote terminal and the cloud server; and when the data received by the judgment and analysis unit is lower than a preset threshold value, sending a resident leaving signal to the remote terminal and the cloud server.
Further, the communication network is a wifi wireless network.
Further, the remote terminal is a tablet computer.
Further, the video acquisition device is a camera with an infrared sensor.
Example 2
Referring to fig. 1, a method for determining a home-returning behavior of a resident, the method comprising the steps of:
step 1) installing a household data acquisition unit in a resident electricity meter box to be monitored, and connecting an electricity meter to the household data acquisition unit, wherein the household data acquisition unit is used for monitoring the electricity utilization state of a resident family and monitoring whether the electricity consumption of the resident family reaches a preset normal electricity consumption range; meanwhile, the video acquisition device is arranged at a position where a communication network can be connected in a monitoring area, and is used for acquiring video image information of residents on each floor, feeding the acquired information back to the central processing unit and electrifying the household data acquisition unit and the video acquisition device;
step 2) the family data acquisition unit and the video acquisition device are connected with a central processing unit through a communication network, and a judgment analysis unit of the central processing unit is connected with a remote terminal through the communication network;
step 3) the remote terminal monitors the normal use condition of the residential electric meter in real time, the electricity consumption information of the residential electric meter is collected through a ZigBee protocol and then is periodically sent to the cloud server, and the electricity consumption information is centrally processed and stored in a database by the cloud server;
and 4) the resident accesses the cloud server through the remote inquiry system, inputs a correct resident name and a correct password for logging in, and checks the condition of the home-leaving and home-returning behavior.
Further, central processing unit is used for receiving the data of family data acquisition unit, video acquisition device feedback to with the data transmission of feedback to judge the analytic unit, judge that the analytic unit is used for handling the data of receiving, generate power consumption result and resident leave home and return the result to with power consumption result and resident leave home and return the result and send to remote terminal and high in the clouds server.
Further, the judging and analyzing unit is connected with the family data acquisition unit through a communication network; when the data received by the judging and analyzing unit exceeds a preset threshold value, a resident return signal is sent to the remote terminal and the cloud server; and when the data received by the judgment and analysis unit is lower than a preset threshold value, sending a resident leaving signal to the remote terminal and the cloud server.
Further, the communication network is a 4G network.
Further, the remote terminal is a notebook.
Further, the video acquisition device is a camera with an infrared sensor.
The household data acquisition unit is a reading module arranged on an ammeter and used for feeding back the electricity utilization condition of each day of residents and the average electricity utilization condition of a certain period of time to a central processing unit, or directly extracting the frozen indicating value data of all residents (or target area users) of the electric energy meter in 2 years from an electric power company acquisition system, and calculating the electricity utilization condition of each day of users and the average electricity utilization condition of a certain period of time according to the frozen indicating value data;
the specific judging method of the judging and analyzing unit is as follows:
determining the normal electricity utilization range of a certain user according to the historical electricity utilization data of the user obtained in the step 1), namely establishing an electricity utilization training model of the user according to the historical electricity utilization data of the certain user, inputting the historical electricity utilization data of the user into the model, and obtaining the normal electricity utilization range of the user, which is marked as A1 (minimum electricity utilization);
the acquisition system extracts the freezing indicating value data of a certain user in the time period needing to be judged, and calculates the daily electric quantity of the user in the time period according to the freezing indicating value data. Is marked as a;
comparing the daily electricity consumption with the normal electricity consumption range of the user, and judging whether the personnel in the user are less than or more than the normal condition according to the deviation condition of the daily electricity consumption condition of the user and the normal electricity consumption range of the user. If a is larger than A1, sending a signal of returning home to the residents to the remote terminal and the cloud server; if a is less than or equal to A1, sending out a signal that the resident leaves the house to the remote terminal and the cloud server;
the condition that whether the electricity consumption of the household is less than or more than the normal condition is compared with the previous day, the flowing information of the personnel leaving and returning can be obtained, and the accuracy rate of the verification result in a small range is 93.52%.
The technical principle of the present invention has been described above with reference to specific embodiments, which are merely preferred embodiments of the present invention. The protection scope of the present invention is not limited to the above embodiments, and all technical solutions belonging to the idea of the present invention belong to the protection scope of the present invention. Other embodiments of the invention will occur to those skilled in the art without the exercise of inventive faculty, and such will fall within the scope of the invention.

Claims (8)

1. A resident leaving home returning behavior judgment method is characterized by comprising the following steps:
step 1) installing a household data acquisition unit in a resident electricity meter box to be monitored, and connecting an electricity meter to the household data acquisition unit; meanwhile, the video acquisition device is arranged at a position where a communication network can be connected in a monitoring area, and the household data acquisition unit and the video acquisition device are electrified;
step 2) the family data acquisition unit and the video acquisition device are connected with a central processing unit through a communication network, and a judgment analysis unit of the central processing unit is connected with a remote terminal through the communication network;
step 3) the remote terminal monitors the normal use condition of the residential electric meter in real time, the electricity consumption information of the residential electric meter is collected through a ZigBee protocol and then is periodically sent to the cloud server, and the electricity consumption information is centrally processed and stored in a database by the cloud server;
and 4) the resident accesses the cloud server through the remote inquiry system, inputs a correct resident name and a correct password for logging in, and checks the condition of the home-leaving and home-returning behavior.
2. The method as claimed in claim 1, wherein the household data collecting unit is configured to monitor the power consumption status of the household, and to monitor whether the power consumption of the household is within a preset normal power consumption range.
3. The method as claimed in claim 2, wherein the video capturing device is used for capturing video image information of residents on each floor and feeding the captured information back to the central processing unit.
4. The method for judging the home-leaving return behavior of the resident according to claim 3, wherein the central processing unit is configured to receive the data fed back by the home data acquisition unit and the video acquisition device, and send the fed-back data to the judgment and analysis unit, and the judgment and analysis unit is configured to process the received data, generate a power utilization result and a home-leaving return result of the resident, and send the power utilization result and the home-leaving return result of the resident to the remote terminal and the cloud server.
5. The resident home-returning behavior judgment method according to claim 4, wherein the judgment analysis unit is connected to the home data acquisition unit through a communication network; when the data received by the judging and analyzing unit exceeds a preset threshold value, a resident return signal is sent to the remote terminal and the cloud server; and when the data received by the judgment and analysis unit is lower than a preset threshold value, sending a resident leaving signal to the remote terminal and the cloud server.
6. The method for judging the home returning behavior of the resident according to claim 1, wherein the communication network is at least one of bluetooth, ZigBee, GPRS wireless communication network, wifi wireless network, 2G network, 3G network, 4G network, and 5G network.
7. The method according to claim 1, wherein the remote terminal includes a smart phone, a tablet computer, and a notebook computer.
8. The method as claimed in claim 1, wherein the video capturing device is a camera with an infrared sensor.
CN202010671071.XA 2020-07-13 2020-07-13 Resident home leaving and returning behavior judgment method Pending CN112071047A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN202010671071.XA CN112071047A (en) 2020-07-13 2020-07-13 Resident home leaving and returning behavior judgment method

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN202010671071.XA CN112071047A (en) 2020-07-13 2020-07-13 Resident home leaving and returning behavior judgment method

Publications (1)

Publication Number Publication Date
CN112071047A true CN112071047A (en) 2020-12-11

Family

ID=73656516

Family Applications (1)

Application Number Title Priority Date Filing Date
CN202010671071.XA Pending CN112071047A (en) 2020-07-13 2020-07-13 Resident home leaving and returning behavior judgment method

Country Status (1)

Country Link
CN (1) CN112071047A (en)

Cited By (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN113469459A (en) * 2021-07-22 2021-10-01 苏州玛旭自动化科技有限公司 Energy power supply and demand system based on block chain
CN113609179A (en) * 2021-06-17 2021-11-05 国网江西省电力有限公司供电服务管理中心 Population inflow evaluation method, electronic device and storage medium
CN113657727A (en) * 2021-07-30 2021-11-16 国网湖北省电力有限公司电力科学研究院 Household personnel household state judgment method based on electric power big data
CN113780769A (en) * 2021-08-26 2021-12-10 国网湖北省电力有限公司电力科学研究院 Population mobility index calculation method based on electric power big data
CN116486590A (en) * 2023-05-10 2023-07-25 漆燕 Ammeter data analysis system based on remote meter reading mode

Citations (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1691077A (en) * 2004-04-09 2005-11-02 通用电气公司 System and method for determining whether a resident is at home or away
CN101052583A (en) * 2004-11-01 2007-10-10 通力股份公司 Remote control of an elevator
CN101477753A (en) * 2009-01-21 2009-07-08 中国移动通信集团山西有限公司 Interactive multimedia demonstration system and method based on multiple control mode
CN101923326A (en) * 2009-06-12 2010-12-22 成都光码智能科技有限公司 Automatic building control system and method
CN103149902A (en) * 2013-02-05 2013-06-12 孙凯祺 Intelligent home system
CN103292841A (en) * 2013-05-30 2013-09-11 成都众山科技有限公司 Multifunctional telemetry terminal with solar powering function
CN104360607A (en) * 2014-10-23 2015-02-18 杭州赫智电子科技有限公司 Intelligent appliance system and intelligent appliance control method
CN106292308A (en) * 2015-06-04 2017-01-04 中兴通讯股份有限公司 User terminal, household central controller, intelligent home furnishing control method and system

Patent Citations (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1691077A (en) * 2004-04-09 2005-11-02 通用电气公司 System and method for determining whether a resident is at home or away
CN101052583A (en) * 2004-11-01 2007-10-10 通力股份公司 Remote control of an elevator
CN101477753A (en) * 2009-01-21 2009-07-08 中国移动通信集团山西有限公司 Interactive multimedia demonstration system and method based on multiple control mode
CN101923326A (en) * 2009-06-12 2010-12-22 成都光码智能科技有限公司 Automatic building control system and method
CN103149902A (en) * 2013-02-05 2013-06-12 孙凯祺 Intelligent home system
CN103292841A (en) * 2013-05-30 2013-09-11 成都众山科技有限公司 Multifunctional telemetry terminal with solar powering function
CN104360607A (en) * 2014-10-23 2015-02-18 杭州赫智电子科技有限公司 Intelligent appliance system and intelligent appliance control method
CN106292308A (en) * 2015-06-04 2017-01-04 中兴通讯股份有限公司 User terminal, household central controller, intelligent home furnishing control method and system

Cited By (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN113609179A (en) * 2021-06-17 2021-11-05 国网江西省电力有限公司供电服务管理中心 Population inflow evaluation method, electronic device and storage medium
CN113469459A (en) * 2021-07-22 2021-10-01 苏州玛旭自动化科技有限公司 Energy power supply and demand system based on block chain
CN113469459B (en) * 2021-07-22 2022-06-28 苏州安极能新能源发展有限公司 Energy power supply and demand system based on block chain
CN113657727A (en) * 2021-07-30 2021-11-16 国网湖北省电力有限公司电力科学研究院 Household personnel household state judgment method based on electric power big data
CN113780769A (en) * 2021-08-26 2021-12-10 国网湖北省电力有限公司电力科学研究院 Population mobility index calculation method based on electric power big data
CN116486590A (en) * 2023-05-10 2023-07-25 漆燕 Ammeter data analysis system based on remote meter reading mode
CN116486590B (en) * 2023-05-10 2024-03-22 江阴众和电力仪表有限公司 Ammeter data analysis system based on remote meter reading mode

Similar Documents

Publication Publication Date Title
CN112071047A (en) Resident home leaving and returning behavior judgment method
CN112396813A (en) Water meter data analysis early warning system
CN103346615B (en) Based on plant stand end centralized control method and the device of intelligent telecontrol
CN202711006U (en) Building energy consumption intelligent management system
CN112363417A (en) Equipment communication system and method based on Internet of things
CN211149228U (en) Building energy consumption collection system based on crowd's intelligence
CN112947127A (en) Intelligent electricity consumption control management system
CN103729990A (en) On-line cable line monitoring system based on all-in-one sensor
CN103487514A (en) Online monitoring information aggregating method of transformer based on wavelet transform and evidence reasoning
CN109245717A (en) A kind of photovoltaic plant environmental monitoring system
CN104266681A (en) Electric cable well state safety monitoring system based on Internet of Things and GIS
CN110908325A (en) Operation and maintenance monitoring system for power equipment of information machine room of high-speed rail station
CN113708350A (en) Power distribution station heavy overload abnormity judgment method and system based on cloud edge cooperation
CN206421561U (en) Power information real-time data acquisition device
CN103034207A (en) Infrastructure health monitoring system and implementation process thereof
CN110837532A (en) Method for detecting electricity stealing behavior of charging pile based on big data platform
CN207319050U (en) A kind of Centralized Monitoring operational system of photovoltaic power station
CN104392603B (en) A kind of live power information collecting device intelligent diagnosis system
CN115204654A (en) Real-time monitoring equipment for line loss of power grid and detection system thereof
CN115642652A (en) Electric power adjusting device based on artificial intelligence
CN106530653B (en) Power information acquisition method
CN115051310A (en) Intelligent power-off switch system and method for circuit fault analysis
CN107064743A (en) Power distribution network transient state ripple failure tracking method and device based on cloud analysis with identification
CN202661863U (en) Remote monitoring system for reliability test
CN108448722A (en) A kind of power automatic system Traffic Anomaly monitoring method and its analysis system

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
RJ01 Rejection of invention patent application after publication

Application publication date: 20201211

RJ01 Rejection of invention patent application after publication