JP7125491B2 - 機械分析 - Google Patents

機械分析 Download PDF

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Publication number
JP7125491B2
JP7125491B2 JP2020539673A JP2020539673A JP7125491B2 JP 7125491 B2 JP7125491 B2 JP 7125491B2 JP 2020539673 A JP2020539673 A JP 2020539673A JP 2020539673 A JP2020539673 A JP 2020539673A JP 7125491 B2 JP7125491 B2 JP 7125491B2
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JP
Japan
Prior art keywords
machine
vehicle
repair
records
value
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Active
Application number
JP2020539673A
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English (en)
Japanese (ja)
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JP2020535573A (ja
JP2020535573A5 (enExample
Inventor
アンソニー、ピーター、グリフィス
クリストファー、リー、デイビス
ジェームズ、ガレス、デイビス
マーティン、ニール、ジョーンズ
ステファン、デイビッド、ノリス
クリストファー、ジョージ、リード
パトリック、ジェームズ、テューダー
ティモシー、ピーター、デイビス
デイビッド、ホン、ソー、チェン
マイケル、ポール、ニコラス
ケリー、マリー、ノック
ジョナサン、マイケル、フィリップス
アシュリー、スティーブン、バージェス
ニコラス、ピーター、リース
ステファン、リース
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
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We Predict Ltd
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Publication of JP2020535573A publication Critical patent/JP2020535573A/ja
Publication of JP2020535573A5 publication Critical patent/JP2020535573A5/ja
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Publication of JP7125491B2 publication Critical patent/JP7125491B2/ja
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    • 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

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  • 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)
JP2020539673A 2017-09-29 2017-12-29 機械分析 Active JP7125491B2 (ja)

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
US62/565,927 2017-09-29
US62/565,933 2017-09-29
US201762570469P 2017-10-10 2017-10-10
US201762570456P 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 (3)

Publication Number Publication Date
JP2020535573A JP2020535573A (ja) 2020-12-03
JP2020535573A5 JP2020535573A5 (enExample) 2021-02-04
JP7125491B2 true JP7125491B2 (ja) 2022-08-24

Family

ID=61094581

Family Applications (1)

Application Number Title Priority Date Filing Date
JP2020539673A Active JP7125491B2 (ja) 2017-09-29 2017-12-29 機械分析

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)

Families Citing this family (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP7125491B2 (ja) 2017-09-29 2022-08-24 ウィー プレディクト リミテッド 機械分析
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
CN114692905B (zh) * 2021-03-23 2024-10-18 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
CN114897541B (zh) * 2022-05-11 2024-09-13 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
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 (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
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
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
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
US20140188329A1 (en) 2012-08-20 2014-07-03 Innova Electronics, Inc. Method and system for determining the likely operating cost for a particular type of vehicle over a defined period
JP2016021241A (ja) 2014-07-15 2016-02-04 タタ コンサルタンシー サービシズ リミテッドＴＡＴＡ Ｃｏｎｓｕｌｔａｎｃｙ Ｓｅｒｖｉｃｅｓ Ｌｉｍｉｔｅｄ 製品の予想故障数の計算に基づく保証費推定

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US20030196312A1 (en) 2000-04-06 2003-10-23 Ford Motor Company Method for manufacturing an item
WO2003107235A1 (ja) 2002-06-12 2003-12-24 日立建機株式会社 建設機械の情報提供システム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
US8676432B2 (en) * 2010-01-13 2014-03-18 GM Global Technology Operations LLC Fault prediction framework using temporal data mining
US20120283963A1 (en) 2011-05-05 2012-11-08 Mitchell David J Method for predicting a remaining useful life of an engine and components thereof
US8509985B2 (en) * 2011-05-25 2013-08-13 GM Global Technology Operations LLC Detecting anomalies in fault code settings and enhancing service documents using analytical symptoms
US10643403B2 (en) 2012-08-20 2020-05-05 Innova Electronics Corporation Predictive diagnostic method and system
US9177428B2 (en) * 2012-08-20 2015-11-03 Innova Electronics, Inc. Predictive diagnostic method
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
CN105786886B (zh) * 2014-12-25 2019-12-24 上海通用汽车有限公司 车辆维修目录系统
US9846860B2 (en) * 2015-11-05 2017-12-19 Snap-On Incorporated Methods and systems for clustering of repair orders based on multiple repair indicators
CN107085768B (zh) * 2017-04-25 2020-05-01 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方法
JP7125491B2 (ja) 2017-09-29 2022-08-24 ウィー プレディクト リミテッド 機械分析

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
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
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
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
US20140188329A1 (en) 2012-08-20 2014-07-03 Innova Electronics, Inc. Method and system for determining the likely operating cost for a particular type of vehicle over a defined period
JP2016021241A (ja) 2014-07-15 2016-02-04 タタ コンサルタンシー サービシズ リミテッドＴＡＴＡ Ｃｏｎｓｕｌｔａｎｃｙ Ｓｅｒｖｉｃｅｓ Ｌｉｍｉｔｅｄ 製品の予想故障数の計算に基づく保証費推定

Also Published As

Publication number Publication date
EP3655833B1 (en) 2023-05-10
US11851034B2 (en) 2023-12-26
US11117555B2 (en) 2021-09-14
EP3655833A1 (en) 2020-05-27
US20210070258A1 (en) 2021-03-11
JP2020535573A (ja) 2020-12-03
CN111630464A (zh) 2020-09-04
KR20200064118A (ko) 2020-06-05
WO2019067006A1 (en) 2019-04-04
US20210380076A1 (en) 2021-12-09

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