AR116476A1 - Método y sistema para ejecutar algoritmos de aprendizaje automático - Google Patents

Método y sistema para ejecutar algoritmos de aprendizaje automático

Info

Publication number
AR116476A1
AR116476A1 ARP190102687A ARP190102687A AR116476A1 AR 116476 A1 AR116476 A1 AR 116476A1 AR P190102687 A ARP190102687 A AR P190102687A AR P190102687 A ARP190102687 A AR P190102687A AR 116476 A1 AR116476 A1 AR 116476A1
Authority
AR
Argentina
Prior art keywords
model
agricultural
machine learning
digital
computing device
Prior art date
Application number
ARP190102687A
Other languages
English (en)
Inventor
Erich Hochmuth
Jeffrey Alan Melching
Mir Yasir Ali
Francisco M Alvarez
Original Assignee
Climate Corp
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 Climate Corp filed Critical Climate Corp
Publication of AR116476A1 publication Critical patent/AR116476A1/es

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • 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
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/24—Querying
    • G06F16/242—Query formulation
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F8/00—Arrangements for software engineering
    • G06F8/30—Creation or generation of source code
    • G06F8/36—Software reuse
    • A—HUMAN NECESSITIES
    • A01—AGRICULTURE; FORESTRY; ANIMAL HUSBANDRY; HUNTING; TRAPPING; FISHING
    • A01B—SOIL WORKING IN AGRICULTURE OR FORESTRY; PARTS, DETAILS, OR ACCESSORIES OF AGRICULTURAL MACHINES OR IMPLEMENTS, IN GENERAL
    • A01B79/00—Methods for working soil
    • A01B79/005—Precision agriculture
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F8/00—Arrangements for software engineering
    • G06F8/70—Software maintenance or management
    • G06F8/71—Version control; Configuration management
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods

Landscapes

  • Engineering & Computer Science (AREA)
  • Software Systems (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • Artificial Intelligence (AREA)
  • Medical Informatics (AREA)
  • Evolutionary Computation (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Data Mining & Analysis (AREA)
  • Mathematical Physics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Computing Systems (AREA)
  • Automation & Control Theory (AREA)
  • Health & Medical Sciences (AREA)
  • Mechanical Engineering (AREA)
  • Soil Sciences (AREA)
  • Environmental Sciences (AREA)
  • Computational Linguistics (AREA)
  • Databases & Information Systems (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)

Abstract

Un método de procesamiento de datos implementado por computadora que provee una mejora para la ejecución de procesos de aprendizaje automático sobre datos digitales que representan propiedades físicas relacionadas con la agricultura. En una forma de realización, el método comprende: recibir de un dispositivo de computación, una solicitud para examinar modelos de aprendizaje automático almacenados en un depósito de modelos digitales, recuperar del depósito de modelos digitales y transmitir al dispositivo de computación, información sobre los modelos de aprendizaje automático almacenados en el depósito de modelos digitales, recibir del dispositivo de computación una selección de los modelos de aprendizaje automático de un modelo particular y recibir una entrada particular para el modelo particular, utilizar los recursos disponibles en una plataforma de infraestructura de ejecución del modelo, ejecutar el modelo particular sobre la entrada particular para generar salidas particulares, transmitir la salida particular a una computadora configurada en una máquina agrícola para controlar la máquina agrícola a medida que la máquina agrícola realiza tareas agrícolas en un campo agrícola.
ARP190102687A 2018-09-21 2019-09-20 Método y sistema para ejecutar algoritmos de aprendizaje automático AR116476A1 (es)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
US201862734420P 2018-09-21 2018-09-21

Publications (1)

Publication Number Publication Date
AR116476A1 true AR116476A1 (es) 2021-05-12

Family

ID=69883856

Family Applications (1)

Application Number Title Priority Date Filing Date
ARP190102687A AR116476A1 (es) 2018-09-21 2019-09-20 Método y sistema para ejecutar algoritmos de aprendizaje automático

Country Status (7)

Country Link
US (1) US11475359B2 (es)
EP (1) EP3853780A4 (es)
CN (1) CN113168577A (es)
AR (1) AR116476A1 (es)
BR (1) BR112021004651A2 (es)
CA (1) CA3112950A1 (es)
WO (1) WO2020061193A1 (es)

Families Citing this family (44)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
BR112021007032A2 (pt) * 2018-10-24 2021-07-20 The Climate Corporation alavancando a genética e a engenharia de recursos para impulsionar a previsibilidade de colocação para seleção e recomendação de produtos de sementes por campo
US11653588B2 (en) 2018-10-26 2023-05-23 Deere & Company Yield map generation and control system
US11641800B2 (en) 2020-02-06 2023-05-09 Deere & Company Agricultural harvesting machine with pre-emergence weed detection and mitigation system
US11079725B2 (en) 2019-04-10 2021-08-03 Deere & Company Machine control using real-time model
US11672203B2 (en) 2018-10-26 2023-06-13 Deere & Company Predictive map generation and control
US11957072B2 (en) 2020-02-06 2024-04-16 Deere & Company Pre-emergence weed detection and mitigation system
US11178818B2 (en) 2018-10-26 2021-11-23 Deere & Company Harvesting machine control system with fill level processing based on yield data
US11467605B2 (en) 2019-04-10 2022-10-11 Deere & Company Zonal machine control
US11589509B2 (en) 2018-10-26 2023-02-28 Deere & Company Predictive machine characteristic map generation and control system
US11240961B2 (en) 2018-10-26 2022-02-08 Deere & Company Controlling a harvesting machine based on a geo-spatial representation indicating where the harvesting machine is likely to reach capacity
US11234366B2 (en) 2019-04-10 2022-02-01 Deere & Company Image selection for machine control
US11615347B2 (en) * 2019-12-31 2023-03-28 Paypal, Inc. Optimizing data processing and feature selection for model training
US11477940B2 (en) 2020-03-26 2022-10-25 Deere & Company Mobile work machine control based on zone parameter modification
DE102020116714A1 (de) 2020-06-25 2021-12-30 Audi Aktiengesellschaft Steuergerät für ein Fahrzeug, System, Verfahren und Kraftfahrzeug mit einem solchen Steuergerät
US11295331B2 (en) * 2020-07-01 2022-04-05 X Development Llc Analyzing crop fields based on agricultural management practices
CN112101576B (zh) * 2020-09-09 2021-07-30 上海松鼠课堂人工智能科技有限公司 分布式设备使用机器学习模型聚合系统
US11849671B2 (en) 2020-10-09 2023-12-26 Deere & Company Crop state map generation and control system
US11871697B2 (en) 2020-10-09 2024-01-16 Deere & Company Crop moisture map generation and control system
US11895948B2 (en) 2020-10-09 2024-02-13 Deere & Company Predictive map generation and control based on soil properties
US11711995B2 (en) 2020-10-09 2023-08-01 Deere & Company Machine control using a predictive map
US11874669B2 (en) 2020-10-09 2024-01-16 Deere & Company Map generation and control system
US11675354B2 (en) 2020-10-09 2023-06-13 Deere & Company Machine control using a predictive map
US11474523B2 (en) 2020-10-09 2022-10-18 Deere & Company Machine control using a predictive speed map
US11983009B2 (en) 2020-10-09 2024-05-14 Deere & Company Map generation and control system
US11845449B2 (en) 2020-10-09 2023-12-19 Deere & Company Map generation and control system
US11889788B2 (en) 2020-10-09 2024-02-06 Deere & Company Predictive biomass map generation and control
US11635765B2 (en) 2020-10-09 2023-04-25 Deere & Company Crop state map generation and control system
US11650587B2 (en) 2020-10-09 2023-05-16 Deere & Company Predictive power map generation and control system
US11727680B2 (en) 2020-10-09 2023-08-15 Deere & Company Predictive map generation based on seeding characteristics and control
US11864483B2 (en) 2020-10-09 2024-01-09 Deere & Company Predictive map generation and control system
US11927459B2 (en) 2020-10-09 2024-03-12 Deere & Company Machine control using a predictive map
US11844311B2 (en) 2020-10-09 2023-12-19 Deere & Company Machine control using a predictive map
US11825768B2 (en) 2020-10-09 2023-11-28 Deere & Company Machine control using a predictive map
US11849672B2 (en) 2020-10-09 2023-12-26 Deere & Company Machine control using a predictive map
US11946747B2 (en) 2020-10-09 2024-04-02 Deere & Company Crop constituent map generation and control system
US11592822B2 (en) 2020-10-09 2023-02-28 Deere & Company Machine control using a predictive map
US11889787B2 (en) 2020-10-09 2024-02-06 Deere & Company Predictive speed map generation and control system
US20220114491A1 (en) * 2020-10-09 2022-04-14 AquaSys LLC Anonymous training of a learning model
US11727007B1 (en) * 2020-10-19 2023-08-15 Splunk Inc. Systems and methods for a unified analytics platform
DE102021204544A1 (de) * 2021-05-05 2022-11-10 Robert Bosch Gesellschaft mit beschränkter Haftung Verfahren zum Betreiben eines hydraulischen Zylinders einer Arbeitsmaschine
CN113704257B (zh) * 2021-08-06 2023-09-26 网易（杭州）网络有限公司 数据表的更新方法和装置
CN113886382A (zh) * 2021-08-23 2022-01-04 阿里云计算有限公司 数据库任务处理方法、设备及存储介质
US20230206430A1 (en) * 2021-12-27 2023-06-29 Deere & Company Crop yield component map
CN117233540B (zh) * 2023-11-15 2024-02-20 广东电网有限责任公司江门供电局 一种基于深度学习的计量流水线故障检测方法及系统

Family Cites Families (11)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US9565275B2 (en) 2012-02-09 2017-02-07 Rockwell Automation Technologies, Inc. Transformation of industrial data into useful cloud information
US20090138415A1 (en) * 2007-11-02 2009-05-28 James Justin Lancaster Automated research systems and methods for researching systems
US9915131B2 (en) 2007-03-02 2018-03-13 Schlumberger Technology Corporation Methods using fluid stream for selective stimulation of reservoir layers
DE102013201996A1 (de) * 2013-02-07 2014-08-07 Deere & Company Verfahren zur Einstellung von Arbeitsparametern einer Erntemaschine
US10667456B2 (en) * 2014-09-12 2020-06-02 The Climate Corporation Methods and systems for managing agricultural activities
US10371863B2 (en) * 2016-04-13 2019-08-06 The Climate Corporation Estimating rainfall adjustment values
KR102000416B1 (ko) * 2016-05-09 2019-07-15 스트롱 포스 아이오티 포트폴리오 2016, 엘엘씨 산업용 사물 인터넷을 위한 방법들 및 시스템들
US10028451B2 (en) * 2016-11-16 2018-07-24 The Climate Corporation Identifying management zones in agricultural fields and generating planting plans for the zones
US20180271015A1 (en) * 2017-03-21 2018-09-27 Blue River Technology Inc. Combine Harvester Including Machine Feedback Control
CA3072045A1 (en) * 2017-08-02 2019-02-07 Strong Force Iot Portfolio 2016, Llc Methods and systems for detection in an industrial internet of things data collection environment with large data sets
US20200150643A1 (en) * 2018-05-07 2020-05-14 Strong Force Iot Portfolio 2016, Llc Methods and systems for data collection, learning, and streaming of machine signals for analytics and maintenance using the industrial internet of things

Also Published As

Publication number Publication date
EP3853780A1 (en) 2021-07-28
CA3112950A1 (en) 2020-03-26
WO2020061193A1 (en) 2020-03-26
CN113168577A (zh) 2021-07-23
BR112021004651A2 (pt) 2021-06-01
US20200097851A1 (en) 2020-03-26
US11475359B2 (en) 2022-10-18
EP3853780A4 (en) 2022-07-06

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