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

MX2019014283A - Sistema y metodo para la gestion de riego mediante el uso de flujos de trabajo de aprendizaje de maquina. - Google Patents

Sistema y metodo para la gestion de riego mediante el uso de flujos de trabajo de aprendizaje de maquina.

Info

Publication number
MX2019014283A
MX2019014283A MX2019014283A MX2019014283A MX2019014283A MX 2019014283 A MX2019014283 A MX 2019014283A MX 2019014283 A MX2019014283 A MX 2019014283A MX 2019014283 A MX2019014283 A MX 2019014283A MX 2019014283 A MX2019014283 A MX 2019014283A
Authority
MX
Mexico
Prior art keywords
machine learning
field
sensors
irrigation management
learning module
Prior art date
Application number
MX2019014283A
Other languages
English (en)
Inventor
Jacob L Larue
Andrew Carritt
Joshua M Dixon
Original Assignee
Valmont Industries
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 Valmont Industries filed Critical Valmont Industries
Publication of MX2019014283A publication Critical patent/MX2019014283A/es

Links

Classifications

    • A—HUMAN NECESSITIES
    • A01—AGRICULTURE; FORESTRY; ANIMAL HUSBANDRY; HUNTING; TRAPPING; FISHING
    • A01G—HORTICULTURE; CULTIVATION OF VEGETABLES, FLOWERS, RICE, FRUIT, VINES, HOPS OR SEAWEED; FORESTRY; WATERING
    • A01G25/00—Watering gardens, fields, sports grounds or the like
    • A01G25/09—Watering arrangements making use of movable installations on wheels or the like
    • A01G25/092—Watering arrangements making use of movable installations on wheels or the like movable around a pivot centre
    • G—PHYSICS
    • G05—CONTROLLING; REGULATING
    • G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B13/00—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion
    • G05B13/02—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric
    • G05B13/04—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric involving the use of models or simulators
    • G05B13/041—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric involving the use of models or simulators in which a variable is automatically adjusted to optimise the performance
    • A—HUMAN NECESSITIES
    • A01—AGRICULTURE; FORESTRY; ANIMAL HUSBANDRY; HUNTING; TRAPPING; FISHING
    • A01G—HORTICULTURE; CULTIVATION OF VEGETABLES, FLOWERS, RICE, FRUIT, VINES, HOPS OR SEAWEED; FORESTRY; WATERING
    • A01G25/00—Watering gardens, fields, sports grounds or the like
    • A01G25/16—Control of watering
    • A—HUMAN NECESSITIES
    • A01—AGRICULTURE; FORESTRY; ANIMAL HUSBANDRY; HUNTING; TRAPPING; FISHING
    • A01G—HORTICULTURE; CULTIVATION OF VEGETABLES, FLOWERS, RICE, FRUIT, VINES, HOPS OR SEAWEED; FORESTRY; WATERING
    • A01G25/00—Watering gardens, fields, sports grounds or the like
    • A01G25/16—Control of watering
    • A01G25/167—Control by humidity of the soil itself or of devices simulating soil or of the atmosphere; Soil humidity sensors
    • G—PHYSICS
    • G05—CONTROLLING; REGULATING
    • G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B13/00—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion
    • G05B13/02—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric
    • G05B13/0265—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric the criterion being a learning criterion

Landscapes

  • Engineering & Computer Science (AREA)
  • Artificial Intelligence (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Water Supply & Treatment (AREA)
  • Environmental Sciences (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Health & Medical Sciences (AREA)
  • Evolutionary Computation (AREA)
  • Medical Informatics (AREA)
  • Software Systems (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Automation & Control Theory (AREA)
  • Soil Sciences (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)

Abstract

La presente invención proporciona un sistema y método que incluye un módulo de aprendizaje de máquina que analiza los datos recolectados de una o más fuentes tales como los UAV, satélites, sensores de cultivos montados en los tramos, sensores directos de suelo y sensores climáticos. De acuerdo con una modalidad preferida adicional, el módulo de aprendizaje de máquina crea preferentemente conjuntos de objetos de campo dentro de un campo dado y usa los datos que recibe para crear un modelo predictivo para cada objeto de campo definido en función de las características detectadas de cada objeto de campo dentro del campo.
MX2019014283A 2017-06-01 2018-05-31 Sistema y metodo para la gestion de riego mediante el uso de flujos de trabajo de aprendizaje de maquina. MX2019014283A (es)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US201762513479P 2017-06-01 2017-06-01
PCT/US2018/035400 WO2018222875A1 (en) 2017-06-01 2018-05-31 System and method for irrigation management using machine learning workflows

Publications (1)

Publication Number Publication Date
MX2019014283A true MX2019014283A (es) 2021-01-08

Family

ID=64455578

Family Applications (1)

Application Number Title Priority Date Filing Date
MX2019014283A MX2019014283A (es) 2017-06-01 2018-05-31 Sistema y metodo para la gestion de riego mediante el uso de flujos de trabajo de aprendizaje de maquina.

Country Status (8)

Country Link
US (2) US11429071B2 (es)
EP (1) EP3629695A4 (es)
CN (1) CN110708948B (es)
AU (1) AU2018275673B2 (es)
CA (1) CA3064038A1 (es)
MX (1) MX2019014283A (es)
WO (1) WO2018222875A1 (es)
ZA (1) ZA201907448B (es)

Families Citing this family (45)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110891414A (zh) * 2017-07-20 2020-03-17 瓦尔蒙特工业股份有限公司 用于固态塔架控制的系统和方法
US11251725B2 (en) 2017-07-20 2022-02-15 Valmont Industries, Inc. Electronic braking system for an irrigation machine
US10631477B2 (en) * 2017-10-30 2020-04-28 Valmont Industries, Inc. System and method for irrigation management
US10827693B2 (en) * 2018-02-14 2020-11-10 Deere & Company Sprayers in a temperature inversion
BR112020023641A2 (pt) 2018-05-21 2021-02-17 Autonomous Pivot Ltd. sistema e método para transformar pivôs de irrigação padrão em uma rede social de robôs agrícolas de ia autônomos
WO2020014773A1 (en) * 2018-07-16 2020-01-23 Vineland Research And Innovation Centre Automated monitoring and irrigation of plants in a controlled growing environment
CN112672638A (zh) * 2018-08-28 2021-04-16 瓦尔蒙特工业股份有限公司 使用电力线载波通信进行位置校正的系统和方法
US11166404B2 (en) * 2018-09-02 2021-11-09 FarmX Inc. Systems and methods for virtual agronomic sensing
JP6773740B2 (ja) * 2018-09-28 2020-10-21 ファナック株式会社 状態判定装置及び状態判定方法
US10939627B2 (en) * 2018-10-11 2021-03-09 Valmont Industries, Inc. System and method for cascading alignment of independent drive systems
CN109872060B (zh) * 2019-02-01 2020-05-22 中国地质大学（武汉） 一种用于多卫星传感器联合观测方案选择的方法
AU2020217467A1 (en) * 2019-02-04 2021-08-12 The University Of Melbourne Soil moisture estimation
US20220167605A1 (en) * 2019-03-29 2022-06-02 Basf Agro Trademarks Gmbh Method for plantation treatment of a plantation field
CN113645844A (zh) * 2019-03-29 2021-11-12 巴斯夫农化商标有限公司 具有可变施用率的种植物田地的种植物处理方法
CN113543628B (zh) 2019-04-04 2024-10-01 瓦尔蒙特工业股份有限公司 用于vri和其他灌溉用途的锁止电磁阀激活检测的系统和方法
US20200359550A1 (en) * 2019-05-13 2020-11-19 Bao Tran Farm ecosystem
CN110024667A (zh) * 2019-05-30 2019-07-19 宁夏尚禹节水科技有限公司 水肥一体化系统及其灌溉、施肥方法
MX2021013170A (es) * 2019-06-07 2021-12-10 Valmont Industries Sistema y metodo para el uso integrado de analisis predictivo y aprendizaje automatico para un sistema de riego por pivote central.
AU2020304331A1 (en) * 2019-06-27 2021-11-25 Valmont Industries, Inc. System, method and apparatus for providing variable rate application of applicants to discrete field locations
US20220248616A1 (en) * 2019-07-09 2022-08-11 The Texas A&M University System Irrigation control with deep reinforcement learning and smart scheduling
CN114364253B (zh) * 2019-09-12 2024-02-09 瓦尔蒙特工业股份有限公司 用于分析中心支轴式灌溉系统内的电流和电压水平的系统和方法
AU2020402623A1 (en) * 2019-12-09 2022-03-31 Valmont Industries, Inc. System, method and apparatus for integration of field, crop and irrigation equipment data for irrigation management
US11313811B2 (en) * 2019-12-27 2022-04-26 International Business Machines Corporation Dynamic determination of irrigation-related data using machine learning techniques
US20210204496A1 (en) * 2020-01-08 2021-07-08 The United States Of America, As Represented By The Secretary Of Agriculture System and method of watering crops with a variable rate irrigation system
WO2021188731A1 (en) * 2020-03-17 2021-09-23 Heartland Ag Tech, Inc. Systems and methods for predictive irrigation system maintenance
AU2021273243B2 (en) 2020-05-14 2023-02-02 Heartland Ag Tech, Inc. Predictive maintenance systems and methods to determine end gun health
US11917954B2 (en) * 2020-08-04 2024-03-05 Lindsay Corporation Wheel track monitoring system for an irrigation system
CN112352523B (zh) * 2020-09-09 2022-10-04 安徽农业大学 一种基于智能决策的茶园水肥灌溉控制方法和系统
AU2021379604A1 (en) * 2020-11-10 2023-06-08 Lindsay Corporation Irrigation system with unmanned aerial vehicles
CN112385524B (zh) * 2020-11-17 2022-05-27 温州职业技术学院 一种联网通信农业管理系统
US11490576B2 (en) * 2020-12-22 2022-11-08 Heartland Ag Tech, Inc. Modular kinematic and telemetry system for an irrigation system
EP4266871A1 (en) * 2020-12-23 2023-11-01 Heartland AG Tech, Inc. Condition based monitoring of irrigation
EP4272040A1 (en) * 2021-01-04 2023-11-08 Heartland AG Tech, Inc. Determining drive system anomalies based on power and/or current changes in an irrigation system
IT202100004280A1 (it) 2021-02-24 2022-08-24 Bluetentacles S R L Sistema di irrigazione intelligente
CN113115679B (zh) * 2021-04-21 2023-04-07 中国农业科学院农业信息研究所 一种基于苹果病害预测的智能调控方法及其装置
CN113303066A (zh) * 2021-04-27 2021-08-27 陆旭 一种基于计算机控制的水肥一体化物联网系统
US20220352700A1 (en) * 2021-04-30 2022-11-03 Valmont Industries, Inc. Apparatus for providing power and peripheral mounting within an irrigation assembly
CN113966714B (zh) * 2021-10-27 2022-12-06 山东润浩水利科技有限公司 一种大田自动灌溉用施肥装置及施肥方法
WO2023107807A1 (en) * 2021-12-10 2023-06-15 Pioneer Hi-Bred International, Inc. Mounted fertigation device and method
WO2023192374A1 (en) 2022-03-31 2023-10-05 Heartland Ag Tech, Inc. Irrigation system including electronic independent observer integration with fertigation system
CN114902854B (zh) * 2022-06-30 2023-08-29 河北省农林科学院农业资源环境研究所 基于计算机深度学习的大田精准水肥管理方法及系统
WO2024102176A1 (en) * 2022-07-29 2024-05-16 Climate Llc Methods and systems for use in mapping irrigation based on remote data
CN115527125A (zh) * 2022-10-19 2022-12-27 中国农业大学 一种基于卫星观测和深层神经网络的农田渗漏量估算方法
CN115659868B (zh) * 2022-11-01 2023-06-16 武汉大学 水热耦合的土壤水深度学习方法和土壤水热运移监测系统
CN117333321B (zh) * 2023-09-27 2024-07-09 中山大学 基于机器学习的农业灌溉用水量估算方法、系统及介质

Family Cites Families (35)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO1995022799A1 (en) 1994-02-17 1995-08-24 Waterlink Systems, Inc. Evapotranspiration forecasting irrigation control system
US5927603A (en) * 1997-09-30 1999-07-27 J. R. Simplot Company Closed loop control system, sensing apparatus and fluid application system for a precision irrigation device
US6337971B1 (en) * 1997-10-14 2002-01-08 Gerald L. Abts System for controlling and monitoring agricultural field equipment and method
AR021219A1 (es) * 1998-09-15 2002-07-03 Secretary Of Agriculture The Us Sistema de irrigacion teniendo una red de sensores para la representacion de campo
US6512992B1 (en) 1999-03-05 2003-01-28 Raven Industries, Inc. Irrigation positioning system
AUPR339501A0 (en) * 2001-02-27 2001-03-22 Computronics Corporation Limited Control apparatus for a boom irrigator, and a method and system relating thereto
US6889620B2 (en) 2001-02-28 2005-05-10 The Mosaic Company Method for prescribing site-specific fertilizer application in agricultural fields
US6928339B2 (en) 2002-11-21 2005-08-09 Reinke Manufacturing Company, Inc. GPS-based control system and method for controlling mechanized irrigation systems
US7584053B2 (en) * 2004-08-05 2009-09-01 Reintech, Llc Universal remote terminal unit and method for tracking the position of self-propelled irrigation systems
US20080046130A1 (en) 2006-08-03 2008-02-21 Deere & Company, A Delaware Corporation Agricultural automation system with field robot
NZ568218A (en) * 2008-05-12 2010-11-26 Wmc Technology Ltd An irrigator control system that uses irrigator position, water source information, and field information to control moving irrigators
US20100032495A1 (en) 2008-08-06 2010-02-11 Kevin Abts Environmental and biotic-based speed management and control of mechanized irrigation systems
US8321061B2 (en) 2010-06-17 2012-11-27 Deere & Company System and method for irrigation using atmospheric water
US20130104455A1 (en) * 2011-05-13 2013-05-02 David P. Groeneveld Method and System for Remote Sensing and Limited Field Sampling to Prescribe and Deliver Soil Amendments Targeted Discretely Across Cultivated Fields
WO2013012826A1 (en) * 2011-07-15 2013-01-24 Earthtec Solutions Llc Crop-specific automated irrigation and nutrient management
US8924031B1 (en) 2011-08-01 2014-12-30 The United States Of America, As Represented By The Secretary Of Agriculture Irrigation scheduling and supervisory control and data acquisition system for moving and static irrigation systems
US20130211717A1 (en) * 2012-02-10 2013-08-15 Karlyle Haaland Universal remote terminal unit for tracking the status and position of self-propelled irrigation systems
US20150006188A1 (en) 2013-06-27 2015-01-01 Valunet Health, Llc D/B/A Medhealth Rx Coordination of benefits system and method for paying participating pharmacy a portion of a patient's copayments for prescribed medications
US20150060580A1 (en) 2013-08-29 2015-03-05 Lindsay Corporation Solid-state span alignment and pivot positioning
US9894849B2 (en) 2015-01-15 2018-02-20 Trimble Inc. Prescribing a drip line for use in a field
US9140824B1 (en) * 2015-01-23 2015-09-22 Iteris, Inc. Diagnosis and prediction of in-field dry-down of a mature small grain, coarse grain, or oilseed crop using field-level analysis and forecasting of weather conditions, crop characteristics, and observations and user input of harvest condition states
US10467351B2 (en) 2015-03-13 2019-11-05 Valmont Industries, Inc. Systems, methods and user interface for graphical configuration for field irrigation systems
KR102381051B1 (ko) 2015-07-01 2022-03-31 삼성전자주식회사 키패드를 표시하는 전자장치 및 그의 키패드 표시 방법
CN105052336A (zh) * 2015-07-14 2015-11-18 天津工业大学 一种水肥一体滴灌智能控制系统
WO2017024254A1 (en) * 2015-08-05 2017-02-09 Iteris, Inc. Customized land surface modeling for irrigation decision support in a crop and agronomic advisory service in precision agriculture
US10053100B2 (en) * 2015-10-09 2018-08-21 Cnh Industrial America Llc Slip control system for an off-road vehicle
US10278342B2 (en) * 2015-11-10 2019-05-07 Hattar Tanin, LLC Sprinkler and a group of sprinklers for irrigating areas of arbitrary shape
WO2017085557A1 (en) * 2015-11-20 2017-05-26 Societal Innovations Ipco Limited System and method for monitoring and controlling components in an agricultural environment using configurable software platforms
US10244675B2 (en) * 2016-01-29 2019-04-02 Veritas FC LLC Field robot
US10231390B2 (en) 2016-05-24 2019-03-19 Lindsay Corporation Irrigation system with variable gear ratio transmissions
US10384557B2 (en) * 2016-06-02 2019-08-20 Irrovation LLC Irrigation system with position-based predictive analytics
US10216934B2 (en) 2016-07-18 2019-02-26 Crowdstrike, Inc. Inferential exploit attempt detection
US10499572B2 (en) * 2017-01-04 2019-12-10 Lindsay Corporation Control system for controlling operation of an irrigation system
US11061144B2 (en) 2018-01-30 2021-07-13 Valmont Industries, Inc. System and method for GPS alignment using real-time kinetics
MX2021013170A (es) 2019-06-07 2021-12-10 Valmont Industries Sistema y metodo para el uso integrado de analisis predictivo y aprendizaje automatico para un sistema de riego por pivote central.

Also Published As

Publication number Publication date
EP3629695A1 (en) 2020-04-08
US20220365496A1 (en) 2022-11-17
CN110708948A (zh) 2020-01-17
AU2018275673A1 (en) 2019-12-05
CA3064038A1 (en) 2018-12-06
EP3629695A4 (en) 2021-03-03
ZA201907448B (en) 2020-11-25
AU2018275673B2 (en) 2024-06-20
US11868100B2 (en) 2024-01-09
US11429071B2 (en) 2022-08-30
BR112019024937A2 (pt) 2020-06-23
CN110708948B (zh) 2022-12-02
US20180348714A1 (en) 2018-12-06
WO2018222875A1 (en) 2018-12-06

Similar Documents

Publication Publication Date Title
MX2019014283A (es) Sistema y metodo para la gestion de riego mediante el uso de flujos de trabajo de aprendizaje de maquina.
BR112018013423A2 (pt) geração de modelos digitais de rendimento de cultura com base em datas de plantio de cultura e valores de maturidade relativa
MX2019001386A (es) Sistema y procedimiento de gestion de una flota de drones para recoleccion y aclareo.
EP3770830A4 (en) METHOD OF MEASURING PLANTING DATA, METHOD OF PLANNING WORK ROUTE, DEVICE AND SYSTEM
EP3309640A3 (en) Group driving style learning framework for autonomous vehicles
WO2018125337A3 (en) Automated generation of workflows
MX2019009393A (es) Gestion operacional de vehiculo autonomo.
MX2018003752A (es) Datos meteorologicos/ambientales hiper-localizados.
MX2021001694A (es) Sistemas y metodos para proporcionar recomendaciones de bienestar, nutricion y/o salud animal.
WO2018067544A8 (en) SYSTEMS AND METHODS FOR AUTONOMOUS DRONE NAVIGATION
MY186344A (en) Vaping heat map system and method for electronic vapour provision systems
WO2017021778A3 (en) Methods and systems for generating and using localisation reference data
GB2568008A (en) Systems and methods for pollinating crops via unmanned vehicles
EP3422261A4 (en) GLOBAL OPTIMIZATION, SEARCH AND MACHINE LEARNING BASED ON THE LEARNED GENETIC PRINCIPLE OF LAMARCK
WO2015157745A3 (en) Improving future reliability prediction based on system operational and performance data modelling
MX361626B (es) Transmisión y evaluación del factor de responsabilidad del conductor de vehículo.
MX2017002250A (es) Sistema y metodo para estimar una mudanza usando mediciones de objeto.
MX2015002350A (es) Sistema y metodo para el uso de sensores en un vehiculo de conduccion autonoma.
WO2015164456A3 (en) Gait analysis devices, methods, and systems
MA39890A (fr) Génération d'une prescription agricole
WO2015164497A8 (en) Method and apparatus for plant growth
IN2014MU00351A (es)
EA201690256A1 (ru) Система и способ планирования площадки для транспортных средств
AU2017302833A8 (en) Database construction system for machine-learning
NZ747152A (en) Method and system for monitoring land deformation