CN115039047A - 工业工厂监测 - Google Patents

工业工厂监测 Download PDF

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Publication number
CN115039047A
CN115039047A CN202180012332.XA CN202180012332A CN115039047A CN 115039047 A CN115039047 A CN 115039047A CN 202180012332 A CN202180012332 A CN 202180012332A CN 115039047 A CN115039047 A CN 115039047A
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CN
China
Prior art keywords
signal
sensor
sensors
data
time
Prior art date
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Pending
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CN202180012332.XA
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English (en)
Chinese (zh)
Inventor
N·法尼达基斯
C-J·诺伊曼
B·普里泽
F·施特罗迈尔
N·福尔克特
T·克里斯特
T·N·克奈茨
A·库比施
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BASF SE
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BASF SE
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Application filed by BASF SE filed Critical BASF SE
Publication of CN115039047A publication Critical patent/CN115039047A/zh
Pending legal-status Critical Current

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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
    • G05B19/00—Program-control systems
    • G05B19/02—Program-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
    • 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
    • G05B23/0218—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults characterised by the fault detection method dealing with either existing or incipient faults
    • G05B23/0224—Process history based detection method, e.g. whereby history implies the availability of large amounts of data
    • G05B23/024—Quantitative history assessment, e.g. mathematical relationships between available data; Functions therefor; Principal component analysis [PCA]; Partial least square [PLS]; Statistical classifiers, e.g. Bayesian networks, linear regression or correlation analysis; Neural networks
    • 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
    • G05B23/0218—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults characterised by the fault detection method dealing with either existing or incipient faults
    • G05B23/0221—Preprocessing measurements, e.g. data collection rate adjustment; Standardization of measurements; Time series or signal analysis, e.g. frequency analysis or wavelets; Trustworthiness of measurements; Indexes therefor; Measurements using easily measured parameters to estimate parameters difficult to measure; Virtual sensor creation; De-noising; Sensor fusion; Unconventional preprocessing inherently present in specific fault detection methods like PCA-based methods
    • 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
    • G05B23/0275—Fault isolation and identification, e.g. classify fault; estimate cause or root of failure
    • G05B23/0281—Quantitative, e.g. mathematical distance; Clustering; Neural networks; Statistical analysis
    • 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
    • G05B2219/37—Measurements
    • G05B2219/37591—Plant characteristics
    • 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
    • Y02P80/00—Climate change mitigation technologies for sector-wide applications
    • Y02P80/30—Reducing waste in manufacturing processes; Calculations of released waste quantities
    • 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
    • Y02P90/80—Management or planning

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Automation & Control Theory (AREA)
  • Mathematical Physics (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • Mathematical Analysis (AREA)
  • Mathematical Optimization (AREA)
  • Probability & Statistics with Applications (AREA)
  • Pure & Applied Mathematics (AREA)
  • Algebra (AREA)
  • General Engineering & Computer Science (AREA)
  • Manufacturing & Machinery (AREA)
  • Quality & Reliability (AREA)
  • Testing And Monitoring For Control Systems (AREA)
  • Testing Or Calibration Of Command Recording Devices (AREA)
CN202180012332.XA 2020-02-04 2021-01-29 工业工厂监测 Pending CN115039047A (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
EP20155480.5 2020-02-04
EP20155480 2020-02-04
PCT/EP2021/052193 WO2021156157A1 (en) 2020-02-04 2021-01-29 Industrial plant monitoring

Publications (1)

Publication Number Publication Date
CN115039047A true CN115039047A (zh) 2022-09-09

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ID=69468491

Family Applications (1)

Application Number Title Priority Date Filing Date
CN202180012332.XA Pending CN115039047A (zh) 2020-02-04 2021-01-29 工业工厂监测

Country Status (6)

Country Link
US (1) US11971706B2 (https=)
EP (1) EP4100808A1 (https=)
JP (1) JP7680458B2 (https=)
KR (1) KR20220137931A (https=)
CN (1) CN115039047A (https=)
WO (1) WO2021156157A1 (https=)

Cited By (3)

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Publication number Priority date Publication date Assignee Title
CN114296410A (zh) * 2021-12-22 2022-04-08 中国长江电力股份有限公司 一种自适应的多源缓变量选控方法
CN119468508A (zh) * 2025-01-14 2025-02-18 克拉玛依市独山子区晟通热力有限责任公司 基于热负荷预测的热水锅炉智能控制系统及方法
CN120856479A (zh) * 2025-09-23 2025-10-28 鹏城实验室 工业网络数据的异常检测方法及相关设备

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DE102020206114A1 (de) * 2020-05-14 2021-11-18 Sms Group Gmbh System und Verfahren zur Steuerung einer aus mehreren Anlagenteilen bestehenden Produktionsanlage, insbesondere einer Produktionsanlage zur Erzeugung von Industriegütern wie metallischem Halbzeug
WO2022123787A1 (ja) * 2020-12-11 2022-06-16 三菱電機株式会社 空調システムの状態の学習装置および推論装置
JP7278343B2 (ja) * 2021-08-27 2023-05-19 東芝プラントシステム株式会社 発電プラントの運転管理装置、方法及びプログラム
CA3131637C (en) * 2021-09-22 2024-07-02 Suncor Energy Inc. SYSTEM AND METHOD FOR MONITORING, ANALYZING AND CONTROLLING EMISSIONS IN A PLANT
EP4283428A1 (en) * 2022-05-25 2023-11-29 Abb Schweiz Ag System and method for monitoring a production process
US12444197B2 (en) * 2022-11-02 2025-10-14 Abb Schweiz Ag Monitoring process stations utilizing visual indicators
KR20240106605A (ko) * 2022-12-29 2024-07-08 (주)아이티공간 절대편차를 이용한 기기의 예지 보전방법
KR102652289B1 (ko) 2023-03-27 2024-03-28 주식회사 더블유이엔지 통합 데이터베이스를 활용한 네트워크 방식의 산업 플랜트 제어 시스템
EP4498183A1 (en) 2023-07-26 2025-01-29 Basf Se A system and a computer implemented method for a distributed production environment
WO2025021756A1 (en) 2023-07-26 2025-01-30 Basf Se Method for anomaly mitigation in a production cycle of a distributed chemical production
IT202400000843A1 (it) * 2024-01-18 2025-07-18 Nuovo Pignone Tecnologie Srl Fornire spiegazioni di anomalie in macchine o impianti industriali attraverso frasi linguistiche
GB2643020A (en) * 2024-07-29 2026-02-04 Siemens Ag Method and system for monitoring assets
CN119879100B (zh) * 2025-02-28 2025-06-17 成都秦川物联网科技股份有限公司 基于物联网的智慧燃气管道废气安全处理方法和系统
CN120840037A (zh) * 2025-09-18 2025-10-28 浙江科强智能控制系统有限公司 一种注塑机生产计划反控停止运行方法
CN120873492B (zh) * 2025-09-24 2025-12-23 葛洲坝集团交通投资有限公司 一种斜拉桥配套设施状态监测数据融合方法及系统

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Cited By (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN114296410A (zh) * 2021-12-22 2022-04-08 中国长江电力股份有限公司 一种自适应的多源缓变量选控方法
CN114296410B (zh) * 2021-12-22 2023-08-08 中国长江电力股份有限公司 一种自适应的多源缓变量选控方法
CN119468508A (zh) * 2025-01-14 2025-02-18 克拉玛依市独山子区晟通热力有限责任公司 基于热负荷预测的热水锅炉智能控制系统及方法
CN120856479A (zh) * 2025-09-23 2025-10-28 鹏城实验室 工业网络数据的异常检测方法及相关设备
CN120856479B (zh) * 2025-09-23 2025-12-09 鹏城实验室 工业网络数据的异常检测方法及相关设备

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Publication number Publication date
KR20220137931A (ko) 2022-10-12
JP2023513506A (ja) 2023-03-31
WO2021156157A1 (en) 2021-08-12
JP7680458B2 (ja) 2025-05-20
US11971706B2 (en) 2024-04-30
EP4100808A1 (en) 2022-12-14
US20230053545A1 (en) 2023-02-23

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