CN111630464A - 车辆维修操作的预测 - Google Patents

车辆维修操作的预测 Download PDF

Info

Publication number
CN111630464A
CN111630464A CN201780097252.2A CN201780097252A CN111630464A CN 111630464 A CN111630464 A CN 111630464A CN 201780097252 A CN201780097252 A CN 201780097252A CN 111630464 A CN111630464 A CN 111630464A
Authority
CN
China
Prior art keywords
vehicle
predicted
record
value
maintenance
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
CN201780097252.2A
Other languages
English (en)
Chinese (zh)
Inventor
安东尼·彼得·格里菲斯
克里斯托弗·李·戴维斯
詹姆斯·加雷斯·戴维斯
马丁·尼尔·琼斯
斯蒂芬·大卫·诺里斯
克里斯托弗·乔治·里德
帕特里克·詹姆斯·都铎
蒂莫西·彼得·戴维斯
大卫·康·秀·钟
迈克尔·保罗·尼古拉斯
凯莉·玛丽·诺克
乔纳森·迈克尔·菲利普斯
阿什利·史蒂文·伯吉斯
尼古拉斯·彼得·里斯
斯蒂芬·里斯
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.)
We Predict Ltd
Original Assignee
We Predict 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 We Predict Ltd filed Critical We Predict Ltd
Publication of CN111630464A publication Critical patent/CN111630464A/zh
Pending legal-status Critical Current

Links

Images

Classifications

    • 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
    • G05B23/00—Testing or monitoring of control systems or parts thereof
    • G05B23/02—Electric testing or monitoring
    • G05B23/0205—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults
    • G05B23/0259—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults characterized by the response to fault detection
    • G05B23/0267—Fault communication, e.g. human machine interface [HMI]
    • G05B23/0272—Presentation of monitored results, e.g. selection of status reports to be displayed; Filtering information to the user
    • B—PERFORMING OPERATIONS; TRANSPORTING
    • B60—VEHICLES IN GENERAL
    • B60S—SERVICING, CLEANING, REPAIRING, SUPPORTING, LIFTING, OR MANOEUVRING OF VEHICLES, NOT OTHERWISE PROVIDED FOR
    • B60S5/00—Servicing, maintaining, repairing, or refitting of vehicles
    • 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
    • G05B23/00—Testing or monitoring of control systems or parts thereof
    • G05B23/02—Electric testing or monitoring
    • G05B23/0205—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults
    • G05B23/0259—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults characterized by the response to fault detection
    • G05B23/0283—Predictive maintenance, e.g. involving the monitoring of a system and, based on the monitoring results, taking decisions on the maintenance schedule of the monitored system; Estimating remaining useful life [RUL]
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00—Administration; Management
    • G06Q10/04—Forecasting or optimisation specially adapted for administrative or management purposes, e.g. linear programming or "cutting stock problem"
    • G—PHYSICS
    • G07—CHECKING-DEVICES
    • G07C—TIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
    • G07C5/00—Registering or indicating the working of vehicles
    • G07C5/08—Registering or indicating performance data other than driving, working, idle, or waiting time, with or without registering driving, working, idle or waiting time
    • G07C5/0808—Diagnosing performance data
    • G—PHYSICS
    • G07—CHECKING-DEVICES
    • G07C—TIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
    • G07C5/00—Registering or indicating the working of vehicles
    • G07C5/08—Registering or indicating performance data other than driving, working, idle, or waiting time, with or without registering driving, working, idle or waiting time
    • G07C5/0816—Indicating performance data, e.g. occurrence of a malfunction
    • G—PHYSICS
    • G07—CHECKING-DEVICES
    • G07C—TIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
    • G07C5/00—Registering or indicating the working of vehicles
    • G07C5/08—Registering or indicating performance data other than driving, working, idle, or waiting time, with or without registering driving, working, idle or waiting time
    • G07C5/0841—Registering performance data
    • G07C5/085—Registering performance data using electronic data carriers

Landscapes

  • Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Physics & Mathematics (AREA)
  • Automation & Control Theory (AREA)
  • Business, Economics & Management (AREA)
  • Strategic Management (AREA)
  • Human Resources & Organizations (AREA)
  • Economics (AREA)
  • Mechanical Engineering (AREA)
  • Marketing (AREA)
  • Game Theory and Decision Science (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Development Economics (AREA)
  • Operations Research (AREA)
  • Quality & Reliability (AREA)
  • Tourism & Hospitality (AREA)
  • General Business, Economics & Management (AREA)
  • Theoretical Computer Science (AREA)
  • Human Computer Interaction (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Vehicle Cleaning, Maintenance, Repair, Refitting, And Outriggers (AREA)
CN201780097252.2A 2017-09-29 2017-12-29 车辆维修操作的预测 Pending CN111630464A (zh)

Applications Claiming Priority (9)

Application Number Priority Date Filing Date Title
US201762565933P 2017-09-29 2017-09-29
US201762565927P 2017-09-29 2017-09-29
US62/565,933 2017-09-29
US62/565,927 2017-09-29
US201762570456P 2017-10-10 2017-10-10
US201762570469P 2017-10-10 2017-10-10
US62/570,456 2017-10-10
US62/570,469 2017-10-10
PCT/US2017/069021 WO2019067006A1 (en) 2017-09-29 2017-12-29 PREDICTION OF VEHICLE REPAIR OPERATIONS

Publications (1)

Publication Number Publication Date
CN111630464A true CN111630464A (zh) 2020-09-04

Family

ID=61094581

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201780097252.2A Pending CN111630464A (zh) 2017-09-29 2017-12-29 车辆维修操作的预测

Country Status (6)

Country Link
US (2) US11117555B2 (enExample)
EP (1) EP3655833B1 (enExample)
JP (1) JP7125491B2 (enExample)
KR (1) KR20200064118A (enExample)
CN (1) CN111630464A (enExample)
WO (1) WO2019067006A1 (enExample)

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN114692905A (zh) * 2021-03-23 2022-07-01 北京理工大学 基于保内保外跨期维护数据融合配件间维修关联获取方法
CN114897541A (zh) * 2022-05-11 2022-08-12 襄阳达安汽车检测中心有限公司 车辆售后故障率预测方法、装置、设备及可读存储介质

Families Citing this family (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111630464A (zh) 2017-09-29 2020-09-04 大众前瞻有限公司 车辆维修操作的预测
US20210356361A1 (en) * 2020-05-15 2021-11-18 Deere & Company Fault detection technique for a bearing
US11449921B2 (en) * 2020-06-19 2022-09-20 Dell Products L.P. Using machine learning to predict a usage profile and recommendations associated with a computing device
KR102383051B1 (ko) * 2020-07-14 2022-04-06 주식회사 엠제이비전테크 딥러닝 모델 기반 자동차 부품검사 서비스 제공 방법
US20220138700A1 (en) 2020-10-30 2022-05-05 Toyota Motor North America, Inc. Transport assessment
US20240086948A1 (en) * 2022-09-08 2024-03-14 Rivian Ip Holdings, Llc Predicting fleet utilization and capacity for delivery demands
US20250028315A1 (en) * 2023-07-20 2025-01-23 Axiom Cloud Inc. Refrigeration unit safety monitoring and anomaly root cause analysis

Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20120303205A1 (en) * 2011-05-25 2012-11-29 GM Global Technology Operations LLC Detecting anomalies in fault code settings and enhancing service documents using analytical symptoms
US20140052328A1 (en) * 2012-08-20 2014-02-20 Michael Nguyen Predictive Diagnostic Calculation
CN105677887A (zh) * 2010-01-13 2016-06-15 通用汽车环球科技运作有限责任公司 使用时序数据挖掘的故障预测架构
CN105786886A (zh) * 2014-12-25 2016-07-20 上海通用汽车有限公司 车辆维修目录系统
US20170132576A1 (en) * 2015-11-05 2017-05-11 Snap-On Incorporated Methods and Systems for Clustering of Repair Orders Based on Multiple Repair Indicators
CN107085768A (zh) * 2017-04-25 2017-08-22 交通运输部公路科学研究所 一种用于评价汽车使用可靠性的系统及方法

Family Cites Families (15)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20030196312A1 (en) 2000-04-06 2003-10-23 Ford Motor Company Method for manufacturing an item
JP2003331087A (ja) 2002-05-13 2003-11-21 Honda Motor Co Ltd 補修部品の需要予測システム
JP2004021290A (ja) 2002-06-12 2004-01-22 Hitachi Constr Mach Co Ltd 建設機械の情報提供システム、建設機械の情報表示装置、及び建設機械の情報提供方法
KR100696730B1 (ko) 2002-06-12 2007-03-20 히다치 겡키 가부시키 가이샤 건설기계의 정보제공시스템 및 건설기계의 정보제공방법
JP2004021286A (ja) 2002-06-12 2004-01-22 Hitachi Constr Mach Co Ltd 建設機械の情報提供システム、建設機械の情報処理装置、及び建設機械の情報提供方法
US7751955B2 (en) 2006-06-30 2010-07-06 Spx Corporation Diagnostics data collection and analysis method and apparatus to diagnose vehicle component failures
US7917333B2 (en) 2008-08-20 2011-03-29 Caterpillar Inc. Virtual sensor network (VSN) based control system and method
US8930305B2 (en) 2009-11-16 2015-01-06 Toyota Motor Engineering & Manfuacturing North America, Inc. Adaptive information processing systems, methods, and media for updating product documentation and knowledge base
US20120283963A1 (en) 2011-05-05 2012-11-08 Mitchell David J Method for predicting a remaining useful life of an engine and components thereof
US10643403B2 (en) 2012-08-20 2020-05-05 Innova Electronics Corporation Predictive diagnostic method and system
US9892568B2 (en) 2012-08-20 2018-02-13 Innova Electronics Corporation Method and system for determining the likely operating cost for a particular type of vehicle over a defined period
US20160019567A1 (en) 2014-07-15 2016-01-21 Tata Consultancy Services Limited Warranty cost estimation based on computing a projected number of failures of products
US9881428B2 (en) 2014-07-30 2018-01-30 Verizon Patent And Licensing Inc. Analysis of vehicle data to predict component failure
US10096004B2 (en) * 2014-10-10 2018-10-09 At&T Intellectual Property I, L.P. Predictive maintenance
CN111630464A (zh) 2017-09-29 2020-09-04 大众前瞻有限公司 车辆维修操作的预测

Patent Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN105677887A (zh) * 2010-01-13 2016-06-15 通用汽车环球科技运作有限责任公司 使用时序数据挖掘的故障预测架构
US20120303205A1 (en) * 2011-05-25 2012-11-29 GM Global Technology Operations LLC Detecting anomalies in fault code settings and enhancing service documents using analytical symptoms
US20140052328A1 (en) * 2012-08-20 2014-02-20 Michael Nguyen Predictive Diagnostic Calculation
CN105786886A (zh) * 2014-12-25 2016-07-20 上海通用汽车有限公司 车辆维修目录系统
US20170132576A1 (en) * 2015-11-05 2017-05-11 Snap-On Incorporated Methods and Systems for Clustering of Repair Orders Based on Multiple Repair Indicators
CN107085768A (zh) * 2017-04-25 2017-08-22 交通运输部公路科学研究所 一种用于评价汽车使用可靠性的系统及方法

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN114692905A (zh) * 2021-03-23 2022-07-01 北京理工大学 基于保内保外跨期维护数据融合配件间维修关联获取方法
CN114897541A (zh) * 2022-05-11 2022-08-12 襄阳达安汽车检测中心有限公司 车辆售后故障率预测方法、装置、设备及可读存储介质

Also Published As

Publication number Publication date
EP3655833A1 (en) 2020-05-27
KR20200064118A (ko) 2020-06-05
WO2019067006A1 (en) 2019-04-04
US11117555B2 (en) 2021-09-14
JP2020535573A (ja) 2020-12-03
JP7125491B2 (ja) 2022-08-24
US20210380076A1 (en) 2021-12-09
US20210070258A1 (en) 2021-03-11
US11851034B2 (en) 2023-12-26
EP3655833B1 (en) 2023-05-10

Similar Documents

Publication Publication Date Title
CN111630464A (zh) 车辆维修操作的预测
US8190992B2 (en) Grouping and display of logically defined reports
JP6926008B2 (ja) 保守計画装置、及び保守計画方法
US9323247B2 (en) Personalized plant asset data representation and search system
US7272531B2 (en) Aggregation of asset use indices within a process plant
US20080172287A1 (en) Automated Domain Determination in Business Logic Applications
US20100076809A1 (en) Asset optimization reporting in a process plant
US20130325426A1 (en) Systems and methods for analyzing equipment failures and maintenance schedules
US20080189632A1 (en) Severity Assessment For Performance Metrics Using Quantitative Model
US20080172348A1 (en) Statistical Determination of Multi-Dimensional Targets
KR20130066500A (ko) 노후 예측 툴
Detzner et al. A digital twin for root cause analysis and product quality monitoring
US20110313812A1 (en) Accounting for data dependencies in process models, analysis, and management
WO2003059738A2 (en) Digital cockpit
US20170169392A1 (en) Automatic bill of talent generation
US20070255681A1 (en) Automated determination of relevant slice in multidimensional data sources
JP2004021364A (ja) 経営意思決定支援システム
JP6853134B2 (ja) 生産支援システム、及び生産支援方法
US12038802B2 (en) Collaborative learning model for semiconductor applications
Solarte A proposed data mining methodology and its application to industrial engineering
WO2019068075A1 (en) MACHINE ANALYSIS
US20120035973A1 (en) Computerized dynamic capacity management system and method
KR102868403B1 (ko) 디지털 생산 계획 정보를 제공하는 장치, 디지털 생산 계획 정보를 제공하는 방법 및 디지털 생산 계획 정보를 제공하는 컴퓨터로 실행 가능한 소프트웨어를 저장하는 저장 매체
JP2023547729A (ja) スケーラブル自動保全最適化のためのシステムおよび方法
CN120912319A (zh) 一种基于海量交易数据的汽车在线交易优化方法与系统

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
WD01 Invention patent application deemed withdrawn after publication

Application publication date: 20200904

WD01 Invention patent application deemed withdrawn after publication