[go: up one dir, main page]

SG10202100377SA - System and method for intelligently monitoring the production line - Google Patents

System and method for intelligently monitoring the production line

Info

Publication number
SG10202100377SA
SG10202100377SA SG10202100377SA SG10202100377SA SG10202100377SA SG 10202100377S A SG10202100377S A SG 10202100377SA SG 10202100377S A SG10202100377S A SG 10202100377SA SG 10202100377S A SG10202100377S A SG 10202100377SA SG 10202100377S A SG10202100377S A SG 10202100377SA
Authority
SG
Singapore
Prior art keywords
production line
intelligently monitoring
intelligently
monitoring
production
Prior art date
Application number
SG10202100377SA
Other languages
English (en)
Inventor
Pai-Heng Hsiao
Original Assignee
Memorence Ai 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 Memorence Ai Ltd filed Critical Memorence Ai Ltd
Publication of SG10202100377SA publication Critical patent/SG10202100377SA/en

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • 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
    • G05B19/00—Programme-control systems
    • G05B19/02—Programme-control systems electric
    • G05B19/418—Total factory control, i.e. centrally controlling a plurality of machines, e.g. direct or distributed numerical control [DNC], flexible manufacturing systems [FMS], integrated manufacturing systems [IMS] or computer integrated manufacturing [CIM]
    • G05B19/41875—Total factory control, i.e. centrally controlling a plurality of machines, e.g. direct or distributed numerical control [DNC], flexible manufacturing systems [FMS], integrated manufacturing systems [IMS] or computer integrated manufacturing [CIM] characterised by quality surveillance of production
    • 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
    • G05B19/00—Programme-control systems
    • G05B19/02—Programme-control systems electric
    • G05B19/418—Total factory control, i.e. centrally controlling a plurality of machines, e.g. direct or distributed numerical control [DNC], flexible manufacturing systems [FMS], integrated manufacturing systems [IMS] or computer integrated manufacturing [CIM]
    • G05B19/4183—Total factory control, i.e. centrally controlling a plurality of machines, e.g. direct or distributed numerical control [DNC], flexible manufacturing systems [FMS], integrated manufacturing systems [IMS] or computer integrated manufacturing [CIM] characterised by data acquisition, e.g. workpiece identification
    • 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
    • G05B19/00—Programme-control systems
    • G05B19/02—Programme-control systems electric
    • G05B19/418—Total factory control, i.e. centrally controlling a plurality of machines, e.g. direct or distributed numerical control [DNC], flexible manufacturing systems [FMS], integrated manufacturing systems [IMS] or computer integrated manufacturing [CIM]
    • G05B19/41865—Total factory control, i.e. centrally controlling a plurality of machines, e.g. direct or distributed numerical control [DNC], flexible manufacturing systems [FMS], integrated manufacturing systems [IMS] or computer integrated manufacturing [CIM] characterised by job scheduling, process planning, material flow
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
    • G06F18/214—Generating training patterns; Bootstrap methods, e.g. bagging or boosting
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
    • G06F18/214—Generating training patterns; Bootstrap methods, e.g. bagging or boosting
    • G06F18/2155—Generating training patterns; Bootstrap methods, e.g. bagging or boosting characterised by the incorporation of unlabelled data, e.g. multiple instance learning [MIL], semi-supervised techniques using expectation-maximisation [EM] or naïve labelling
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/764—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using classification, e.g. of video objects
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/77—Processing image or video features in feature spaces; using data integration or data reduction, e.g. principal component analysis [PCA] or independent component analysis [ICA] or self-organising maps [SOM]; Blind source separation
    • G06V10/778—Active pattern-learning, e.g. online learning of image or video features
    • G06V10/7784—Active pattern-learning, e.g. online learning of image or video features based on feedback from supervisors
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/82—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using neural networks
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/50—Context or environment of the image
    • G06V20/52—Surveillance or monitoring of activities, e.g. for recognising suspicious objects
    • 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
    • G05B2219/00—Program-control systems
    • G05B2219/30—Nc systems
    • G05B2219/32—Operator till task planning
    • G05B2219/32193—Ann, neural base quality management
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V2201/00—Indexing scheme relating to image or video recognition or understanding
    • G06V2201/06—Recognition of objects for industrial automation
    • Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02P—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
    • Y02P90/00—Enabling technologies with a potential contribution to greenhouse gas [GHG] emissions mitigation
    • Y02P90/02—Total factory control, e.g. smart factories, flexible manufacturing systems [FMS] or integrated manufacturing systems [IMS]

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • General Engineering & Computer Science (AREA)
  • Multimedia (AREA)
  • Data Mining & Analysis (AREA)
  • Databases & Information Systems (AREA)
  • Medical Informatics (AREA)
  • Health & Medical Sciences (AREA)
  • Software Systems (AREA)
  • Computing Systems (AREA)
  • General Health & Medical Sciences (AREA)
  • Automation & Control Theory (AREA)
  • Quality & Reliability (AREA)
  • Manufacturing & Machinery (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Evolutionary Biology (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Image Analysis (AREA)
  • Image Processing (AREA)
  • Investigating Materials By The Use Of Optical Means Adapted For Particular Applications (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
SG10202100377SA 2020-01-13 2021-01-13 System and method for intelligently monitoring the production line SG10202100377SA (en)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
TW109101082A TWI707137B (zh) 2020-01-13 2020-01-13 智能產線監測系統及監測方法

Publications (1)

Publication Number Publication Date
SG10202100377SA true SG10202100377SA (en) 2021-08-30

Family

ID=74103638

Family Applications (1)

Application Number Title Priority Date Filing Date
SG10202100377SA SG10202100377SA (en) 2020-01-13 2021-01-13 System and method for intelligently monitoring the production line

Country Status (6)

Country Link
US (1) US11947345B2 (zh)
JP (1) JP7621586B2 (zh)
CN (1) CN113111903B (zh)
DE (1) DE102021100496A1 (zh)
SG (1) SG10202100377SA (zh)
TW (1) TWI707137B (zh)

Families Citing this family (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
TWI748685B (zh) * 2020-10-13 2021-12-01 中華電信股份有限公司 優化聯合物件偵測模型的方法及伺服器
CN115147329B (zh) * 2021-03-29 2025-03-07 北京小米移动软件有限公司 一种柔性面板的修复方法、装置、设备及存储介质
US12272044B2 (en) * 2021-04-07 2025-04-08 Optum, Inc. Production line conformance measurement techniques using categorical validation machine learning models
CN115803610A (zh) * 2021-05-25 2023-03-14 京东方科技集团股份有限公司 图像获取方法及装置、存储介质
JPWO2023276595A1 (zh) * 2021-06-29 2023-01-05
IT202100025502A1 (it) * 2021-10-07 2023-04-07 Innoida S R L Metodo di automatizzazione dei processi di controllo qualita’ in ambito manifatturiero
JP2023183761A (ja) * 2022-06-16 2023-12-28 株式会社Ｓｃｒｅｅｎホールディングス 検査装置、検査方法およびプログラム
CN116165220B (zh) * 2023-04-25 2023-07-04 苏州鑫信腾科技有限公司 一种基于人工智能的aoi内观检测装置及方法

Family Cites Families (19)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2001194316A (ja) 1999-10-26 2001-07-19 Hitachi Ltd 非破壊検査方法およびその装置
US7599894B2 (en) * 2005-03-04 2009-10-06 Hrl Laboratories, Llc Object recognition using a cognitive swarm vision framework with attention mechanisms
JP4392392B2 (ja) 2005-08-29 2009-12-24 株式会社メガトレード 目視検査装置
US8116575B1 (en) * 2008-02-26 2012-02-14 Hrl Laboratories, Llc System for anomaly detection using sub-space analysis
JP5591675B2 (ja) 2010-12-06 2014-09-17 株式会社ニューフレアテクノロジー 検査装置および検査方法
JP6027717B2 (ja) 2012-02-20 2016-11-16 株式会社メガトレード 視線位置特定手段を備えた目視検査装置
JP5994698B2 (ja) 2013-03-22 2016-09-21 富士ゼロックス株式会社 画像検査システム、画像検査装置、プログラム、および、画像データ出力方法
US20160065306A1 (en) * 2014-09-02 2016-03-03 Chin Sheng Henry Chong System and method for green communication for intelligent mobile internet of things
US10937168B2 (en) * 2015-11-02 2021-03-02 Cognex Corporation System and method for finding and classifying lines in an image with a vision system
CN106203523B (zh) * 2016-07-17 2019-03-01 西安电子科技大学 基于梯度提升决策树半监督算法融合的高光谱图像分类方法
JP6923794B2 (ja) 2017-08-04 2021-08-25 富士通株式会社 検査装置、検査プログラム、及び検査方法
US10699926B2 (en) * 2017-08-30 2020-06-30 Kla-Tencor Corp. Identifying nuisances and defects of interest in defects detected on a wafer
JP6936958B2 (ja) * 2017-11-08 2021-09-22 オムロン株式会社 データ生成装置、データ生成方法及びデータ生成プログラム
EP3564846A1 (en) * 2018-04-30 2019-11-06 Merck Patent GmbH Methods and systems for automatic object recognition and authentication
TWI667575B (zh) * 2018-06-29 2019-08-01 由田新技股份有限公司 利用人工智慧的瑕疵檢測系統及其方法
US20200005422A1 (en) * 2018-06-29 2020-01-02 Photogauge, Inc. System and method for using images for automatic visual inspection with machine learning
TW202001795A (zh) * 2018-06-29 2020-01-01 由田新技股份有限公司 瑕疵分類標記系統及瑕疵分類標記方法
CA3161159A1 (en) * 2019-11-12 2021-05-20 Bright Machines, Inc. Image analysis system for testing in manufacturing
JP7393515B2 (ja) * 2019-12-20 2023-12-06 京東方科技集團股▲ふん▼有限公司 分散型製品欠陥分析システム、方法及びコンピュータ可読記憶媒体

Also Published As

Publication number Publication date
CN113111903B (zh) 2025-01-17
US11947345B2 (en) 2024-04-02
CN113111903A (zh) 2021-07-13
JP2021119341A (ja) 2021-08-12
TW202127014A (zh) 2021-07-16
US20210216062A1 (en) 2021-07-15
JP7621586B2 (ja) 2025-01-27
TWI707137B (zh) 2020-10-11
DE102021100496A1 (de) 2021-08-12

Similar Documents

Publication Publication Date Title
SG10202100377SA (en) System and method for intelligently monitoring the production line
EP3859472A4 (en) MONITORING SYSTEM AND MONITORING METHOD
PL3820758T3 (pl) Sposób i system monitorowania odcinka toru kolejowego
EP3913446A4 (en) OPERATION CONTROL SYSTEM AND CONTROL METHOD THEREOF
EP3823527A4 (en) NEURAL SIGNAL MONITORING SYSTEM AND METHOD
EP4017356A4 (en) SYSTEM AND METHOD FOR MONITORING AND IMPROVING GALKING
EP3899096C0 (de) Energiesystem und verfahren zur leitungsdrucküberwachung
EP4400032A4 (en) MONITORING PROCEDURES AND MONITORING SYSTEM
EP3928106A4 (en) METHOD AND DEVICE FOR LOAD MONITORING
EP3901071A4 (en) CONTINUOUS PRODUCTION SYSTEM AND CONTINUOUS PRODUCTION PROCESS
GB202118941D0 (en) Process monitoring
GB2598785B (en) Monitoring system
GB2590652B (en) Structure monitoring system and method
EP3983773B8 (de) Schienenüberwachungselement, verfahren zur montage eines schienenüberwachungselements und verfahren zur herstellung eines schienenüberwachungselements
SG11202108828SA (en) Structural health monitoring method and system
EP3818506A4 (en) SYSTEM AND METHOD FOR MONITORING OPERATIONS AND PERSONNEL ON AN OFFSHORE UNIT
GB2597805B (en) Monitoring system
GB2581221B (en) Monitoring system and method
EP4286760A4 (en) REMOTE MONITORING SYSTEM AND REMOTE MONITORING METHOD
GB202012334D0 (en) Monitoring system
EP3914020A4 (en) MONITORING METHOD AND DEVICE
GB202309431D0 (en) Monitoring system and monitoring method
GB202101836D0 (en) Monitoring system and method
GB2603132B (en) Monitoring system
GB2602668B (en) Monitoring system