CN107976969A - 过程设备状况和性能监控 - Google Patents
过程设备状况和性能监控 Download PDFInfo
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- CN107976969A CN107976969A CN201711003250.0A CN201711003250A CN107976969A CN 107976969 A CN107976969 A CN 107976969A CN 201711003250 A CN201711003250 A CN 201711003250A CN 107976969 A CN107976969 A CN 107976969A
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Classifications
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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
- G05B23/0218—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
- 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]
- G05B19/4184—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 fault tolerance, reliability of production system
-
- 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]
-
- 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
- G05B15/00—Systems controlled by a computer
- G05B15/02—Systems controlled by a computer electric
-
- 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
- G05B17/00—Systems involving the use of models or simulators of said systems
- G05B17/02—Systems involving the use of models or simulators of said systems electric
-
- 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]
- G05B19/4185—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 the network communication
-
- 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
- G05B2219/00—Program-control systems
- G05B2219/30—Nc systems
- G05B2219/32—Operator till task planning
- G05B2219/32191—Real time statistical process monitoring
-
- 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)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Automation & Control Theory (AREA)
- General Engineering & Computer Science (AREA)
- Manufacturing & Machinery (AREA)
- Quality & Reliability (AREA)
- Artificial Intelligence (AREA)
- Evolutionary Computation (AREA)
- Mathematical Physics (AREA)
- Testing And Monitoring For Control Systems (AREA)
Applications Claiming Priority (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US15/332,521 | 2016-10-24 | ||
| US15/332,521 US10877465B2 (en) | 2016-10-24 | 2016-10-24 | Process device condition and performance monitoring |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN107976969A true CN107976969A (zh) | 2018-05-01 |
Family
ID=61866581
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201711003250.0A Pending CN107976969A (zh) | 2016-10-24 | 2017-10-24 | 过程设备状况和性能监控 |
Country Status (5)
| Country | Link |
|---|---|
| US (1) | US10877465B2 (enExample) |
| JP (2) | JP7324564B2 (enExample) |
| CN (1) | CN107976969A (enExample) |
| DE (1) | DE102017124884A1 (enExample) |
| GB (1) | GB2556455B (enExample) |
Cited By (21)
| Publication number | Priority date | Publication date | Assignee | Title |
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| CN108646675A (zh) * | 2018-05-04 | 2018-10-12 | 上海罗湖斯自动化技术有限公司 | 存储介质、工厂控制系统、人机界面显示操作方法及其组态系统 |
| CN111368451A (zh) * | 2020-03-16 | 2020-07-03 | 福建省特种设备检验研究院 | 基于多数据采集的石化常压储油罐健康状态评估方法 |
| CN111769996A (zh) * | 2020-09-02 | 2020-10-13 | 江苏达科云数据科技有限公司 | 一种应用于复杂网络环境下的设备监控方法 |
| CN112800110A (zh) * | 2021-01-22 | 2021-05-14 | 国家电网有限公司技术学院分公司 | 电力物联网传感器弱敏感数据异常检测系统 |
| CN112799356A (zh) * | 2019-11-14 | 2021-05-14 | 费希尔-罗斯蒙特系统公司 | 用于安全的数据记录的装置和方法 |
| CN113039495A (zh) * | 2018-12-13 | 2021-06-25 | 安德里茨公司 | 工业厂房控制器 |
| CN113853553A (zh) * | 2019-03-25 | 2021-12-28 | 施耐德电子系统美国股份有限公司 | 从工程数据源中自动提取资产数据以用于生成hmi |
| TWI772976B (zh) * | 2019-11-20 | 2022-08-01 | 美商奈米創尼克影像公司 | 用於判定網路攻擊及產生警告之製造系統及電腦實施方法 |
| CN114978568A (zh) * | 2021-02-23 | 2022-08-30 | 迈络思科技有限公司 | 使用机器学习进行数据中心管理 |
| CN115336235A (zh) * | 2020-04-03 | 2022-11-11 | 三菱电机株式会社 | 在用于工厂自动化的公共网络中提供多站点编制的方法、编制器、以及通信系统 |
| CN115454014A (zh) * | 2022-07-28 | 2022-12-09 | 上海齐网网络科技有限公司 | 基于自适应神经模糊的控制器性能测试方法及系统 |
| CN115698883A (zh) * | 2020-06-12 | 2023-02-03 | 利乐拉瓦尔集团及财务有限公司 | 用于提高食品生产工厂效率的方法和装置 |
| CN115826555A (zh) * | 2022-11-02 | 2023-03-21 | 国电电力双维内蒙古上海庙能源有限公司 | 一种设备智能诊断系统 |
| US12111923B2 (en) | 2019-10-08 | 2024-10-08 | Nanotronics Imaging, Inc. | Dynamic monitoring and securing of factory processes, equipment and automated systems |
| US12111922B2 (en) | 2020-02-28 | 2024-10-08 | Nanotronics Imaging, Inc. | Method, systems and apparatus for intelligently emulating factory control systems and simulating response data |
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| US11396002B2 (en) * | 2017-03-28 | 2022-07-26 | Uop Llc | Detecting and correcting problems in liquid lifting in heat exchangers |
| US10382407B1 (en) * | 2017-03-31 | 2019-08-13 | EMC IP Holding Company LLC | Encryption and decryption of time series data using a digital filter array |
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| US10956843B2 (en) * | 2017-11-07 | 2021-03-23 | International Business Machines Corporation | Determining optimal device refresh cycles and device repairs through cognitive analysis of unstructured data and device health scores |
| DE102018116964A1 (de) * | 2018-06-14 | 2019-12-19 | Schaeffler Technologies AG & Co. KG | Verfahren einer auf dem Ausfallrisiko basierten Produktionskontrolle |
| US11075957B2 (en) * | 2018-09-07 | 2021-07-27 | Honeywell International Inc. | Adaptive cybersecurity ring for industrial wireless sensor networks |
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| US10877465B2 (en) | 2020-12-29 |
| GB201717368D0 (en) | 2017-12-06 |
| GB2556455B (en) | 2022-04-20 |
| JP7630548B2 (ja) | 2025-02-17 |
| GB2556455A (en) | 2018-05-30 |
| JP2023085548A (ja) | 2023-06-20 |
| US20180113442A1 (en) | 2018-04-26 |
| DE102017124884A1 (de) | 2018-04-26 |
| JP2018073417A (ja) | 2018-05-10 |
| JP7324564B2 (ja) | 2023-08-10 |
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