JP6996795B2 - 無人搬送車の予知保全装置及びその予知保全方法 - Google Patents

無人搬送車の予知保全装置及びその予知保全方法 Download PDF

Info

Publication number
JP6996795B2
JP6996795B2 JP2020541531A JP2020541531A JP6996795B2 JP 6996795 B2 JP6996795 B2 JP 6996795B2 JP 2020541531 A JP2020541531 A JP 2020541531A JP 2020541531 A JP2020541531 A JP 2020541531A JP 6996795 B2 JP6996795 B2 JP 6996795B2
Authority
JP
Japan
Prior art keywords
guided vehicle
failure
automatic guided
predictive maintenance
functional
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.)
Active
Application number
JP2020541531A
Other languages
English (en)
Japanese (ja)
Other versions
JP2022501241A (ja
Inventor
ヒウン チョン
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.)
Academic Cooperation Foundation of Hoseo University
Original Assignee
Academic Cooperation Foundation of Hoseo University
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 Academic Cooperation Foundation of Hoseo University filed Critical Academic Cooperation Foundation of Hoseo University
Publication of JP2022501241A publication Critical patent/JP2022501241A/ja
Application granted granted Critical
Publication of JP6996795B2 publication Critical patent/JP6996795B2/ja
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Classifications

    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W60/00Drive control systems specially adapted for autonomous road vehicles
    • B60W60/001Planning or execution of driving tasks
    • B60W60/0015Planning or execution of driving tasks specially adapted for safety
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W50/00Details of control systems for road vehicle drive control not related to the control of a particular sub-unit, e.g. process diagnostic or vehicle driver interfaces
    • B60W50/0097Predicting future conditions
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W50/00Details of control systems for road vehicle drive control not related to the control of a particular sub-unit, e.g. process diagnostic or vehicle driver interfaces
    • B60W50/02Ensuring safety in case of control system failures, e.g. by diagnosing, circumventing or fixing failures
    • B60W50/0205Diagnosing or detecting failures; Failure detection models
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W50/00Details of control systems for road vehicle drive control not related to the control of a particular sub-unit, e.g. process diagnostic or vehicle driver interfaces
    • B60W2050/0062Adapting control system settings
    • B60W2050/0075Automatic parameter input, automatic initialising or calibrating means
    • B60W2050/009Priority selection
    • B60W2050/0094Priority selection of control units
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W50/00Details of control systems for road vehicle drive control not related to the control of a particular sub-unit, e.g. process diagnostic or vehicle driver interfaces
    • B60W50/02Ensuring safety in case of control system failures, e.g. by diagnosing, circumventing or fixing failures
    • B60W50/0205Diagnosing or detecting failures; Failure detection models
    • B60W2050/021Means for detecting failure or malfunction
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W2420/00Indexing codes relating to the type of sensors based on the principle of their operation
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60YINDEXING SCHEME RELATING TO ASPECTS CROSS-CUTTING VEHICLE TECHNOLOGY
    • B60Y2400/00Special features of vehicle units
    • B60Y2400/30Sensors

Landscapes

  • Engineering & Computer Science (AREA)
  • Automation & Control Theory (AREA)
  • Human Computer Interaction (AREA)
  • Transportation (AREA)
  • Mechanical Engineering (AREA)
  • Control Of Position, Course, Altitude, Or Attitude Of Moving Bodies (AREA)
  • Control Of Driving Devices And Active Controlling Of Vehicle (AREA)
JP2020541531A 2020-04-23 2020-06-29 無人搬送車の予知保全装置及びその予知保全方法 Active JP6996795B2 (ja)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
KR10-2020-0049534 2020-04-23
KR1020200049534A KR102129480B1 (ko) 2020-04-23 2020-04-23 무인 자율주행차량의 예지보전장치 및 이의 예지보전방법
PCT/KR2020/008454 WO2021080116A1 (ko) 2020-04-23 2020-06-29 무인 자율주행차량의 예지보전장치 및 이의 예지보전방법

Publications (2)

Publication Number Publication Date
JP2022501241A JP2022501241A (ja) 2022-01-06
JP6996795B2 true JP6996795B2 (ja) 2022-01-17

Family

ID=71599725

Family Applications (1)

Application Number Title Priority Date Filing Date
JP2020541531A Active JP6996795B2 (ja) 2020-04-23 2020-06-29 無人搬送車の予知保全装置及びその予知保全方法

Country Status (3)

Country Link
JP (1) JP6996795B2 (ko)
KR (1) KR102129480B1 (ko)
WO (1) WO2021080116A1 (ko)

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2002203065A (ja) 2000-12-28 2002-07-19 Fuji Heavy Ind Ltd 車両管理システム
JP2014518580A (ja) 2011-04-29 2014-07-31 トヨタ モーター エンジニアリング アンド マニュファクチャリング ノース アメリカ,インコーポレイティド 協働的なマルチエージェント式の車両障害診断システム及び関連する方法
US20170011298A1 (en) 2015-02-23 2017-01-12 Biplab Pal Internet of things based determination of machine reliability and automated maintainenace, repair and operation (mro) logs

Family Cites Families (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP5530019B1 (ja) * 2013-11-01 2014-06-25 株式会社日立パワーソリューションズ 異常予兆検知システム及び異常予兆検知方法
JP5684941B1 (ja) * 2014-07-31 2015-03-18 株式会社日立パワーソリューションズ 異常予兆診断装置及び異常予兆診断方法
JP6148316B2 (ja) * 2015-07-31 2017-06-14 ファナック株式会社 故障条件を学習する機械学習方法及び機械学習装置、並びに該機械学習装置を備えた故障予知装置及び故障予知システム
JP6356920B2 (ja) * 2015-09-24 2018-07-11 富士フイルム株式会社 故障診断装置、故障診断方法、及び故障診断プログラム
KR102409862B1 (ko) * 2017-06-27 2022-06-17 주식회사 큐엔티 실시간 로봇 모니터링 서비스 제공 방법, 서버 및 프로그램
JP2020042708A (ja) * 2018-09-13 2020-03-19 いすゞ自動車株式会社 モデル作成装置、モデル作成方法及びプログラム

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2002203065A (ja) 2000-12-28 2002-07-19 Fuji Heavy Ind Ltd 車両管理システム
JP2014518580A (ja) 2011-04-29 2014-07-31 トヨタ モーター エンジニアリング アンド マニュファクチャリング ノース アメリカ,インコーポレイティド 協働的なマルチエージェント式の車両障害診断システム及び関連する方法
US20170011298A1 (en) 2015-02-23 2017-01-12 Biplab Pal Internet of things based determination of machine reliability and automated maintainenace, repair and operation (mro) logs

Also Published As

Publication number Publication date
WO2021080116A1 (ko) 2021-04-29
JP2022501241A (ja) 2022-01-06
KR102129480B1 (ko) 2020-07-02

Similar Documents

Publication Publication Date Title
Fei et al. CPS data streams analytics based on machine learning for Cloud and Fog Computing: A survey
KR102043143B1 (ko) 인공신경망을 이용한 agv 주행제어 방법 및 장치
JP6148316B2 (ja) 故障条件を学習する機械学習方法及び機械学習装置、並びに該機械学習装置を備えた故障予知装置及び故障予知システム
US10317853B2 (en) Machine learning method and machine learning device for learning fault conditions, and fault prediction device and fault prediction system including the machine learning device
JP2019012555A (ja) 人工知能モジュール開発システム及び人工知能モジュール開発統合システム
CN114595607B (zh) 一种数字孪生纺织条桶输送方法及***
CN111291984A (zh) 多无人机分布式任务选择和轨迹设计方法及装置
CN110406560A (zh) 用于道岔***中的故障检测的方法和装置
Shubyn et al. Federated learning for anomaly detection in industrial iot-enabled production environment supported by autonomous guided vehicles
CN111007751A (zh) 用于控制无线网络容量的设备、方法和计算机程序
JP6996795B2 (ja) 無人搬送車の予知保全装置及びその予知保全方法
Kim et al. ACP model for vehicle monitoring based on CPS
Morariu et al. A distributed approach for machine learning in large scale manufacturing systems
Cupek et al. Data preprocessing, aggregation and clustering for agile manufacturing based on automated guided vehicles
Klimenko et al. A technique to provide an efficient system recovery in the fog-and edge-environments of robotic systems
Ramírez-Bedoya et al. Implementation of reinforcement-learning algorithms in autonomous robot navigation
Adinandra et al. Flexible transportation in warehouses
Mahmoud et al. The Future of Digital Twins for Autonomous Systems: Analysis and Opportunities
Hichri et al. Predictive maintenance based on machine learning model
Zhou et al. On-line collision avoidance system for two PTP command-based manipulators with distributed controller
EP4332851A1 (en) Production time descrepancy detection
Benecki et al. Towards Detection of Anomalies in Automated Guided Vehicles Based on Telemetry Data
KR20240086814A (ko) 경량 신호처리 가속 엔진을 활용한 스마트센서 기반 스마트공장 운영관리 시스템 및 방법
Borovina et al. Simulation Environment for the Evaluation and Design of Reactive Obstacle Avoidance Algorithms in UAS Operating in Low Altitude Airspace
Yoon ACP Model for Vehicle Monitoring Based on CPS

Legal Events

Date Code Title Description
A621 Written request for application examination

Free format text: JAPANESE INTERMEDIATE CODE: A621

Effective date: 20200729

A871 Explanation of circumstances concerning accelerated examination

Free format text: JAPANESE INTERMEDIATE CODE: A871

Effective date: 20200825

TRDD Decision of grant or rejection written
A01 Written decision to grant a patent or to grant a registration (utility model)

Free format text: JAPANESE INTERMEDIATE CODE: A01

Effective date: 20211207

A61 First payment of annual fees (during grant procedure)

Free format text: JAPANESE INTERMEDIATE CODE: A61

Effective date: 20211209

R150 Certificate of patent or registration of utility model

Ref document number: 6996795

Country of ref document: JP

Free format text: JAPANESE INTERMEDIATE CODE: R150