CN110366031A - 一种数字化车间mes***基于视觉的异常状态监测与故障诊断方法 - Google Patents
一种数字化车间mes***基于视觉的异常状态监测与故障诊断方法 Download PDFInfo
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- H04N21/43—Processing of content or additional data, e.g. demultiplexing additional data from a digital video stream; Elementary client operations, e.g. monitoring of home network or synchronising decoder's clock; Client middleware
- H04N21/44—Processing of video elementary streams, e.g. splicing a video clip retrieved from local storage with an incoming video stream or rendering scenes according to encoded video stream scene graphs
- H04N21/44008—Processing of video elementary streams, e.g. splicing a video clip retrieved from local storage with an incoming video stream or rendering scenes according to encoded video stream scene graphs involving operations for analysing video streams, e.g. detecting features or characteristics in the video stream
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Cited By (18)
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CN111076772A (zh) * | 2019-12-13 | 2020-04-28 | 红云红河烟草(集团)有限责任公司 | 一种卷烟制丝过程数据的处理方法 |
CN111242924A (zh) * | 2020-01-13 | 2020-06-05 | 浙江水利水电学院 | 一种产品质量管理*** |
CN111390395A (zh) * | 2020-04-24 | 2020-07-10 | 安普森智能科技(江苏)有限公司 | 基于机械手激光打刻车辆识别代码的***设备 |
CN111885359A (zh) * | 2020-07-28 | 2020-11-03 | 中冶赛迪重庆信息技术有限公司 | 一种基于机器视觉的轧线智能监控***及方法 |
CN112101771A (zh) * | 2020-09-10 | 2020-12-18 | 重庆华森制药股份有限公司 | 一种胆舒软胶囊自动化生产控制***及生产方法 |
CN112286944A (zh) * | 2020-12-28 | 2021-01-29 | 中国航空油料集团有限公司 | 工业故障诊断***的运行方法 |
CN112863134A (zh) * | 2020-12-31 | 2021-05-28 | 浙江清华长三角研究院 | 一种农村污水处理设施运行异常的智能诊断***及方法 |
CN112925279A (zh) * | 2021-01-30 | 2021-06-08 | 重庆简华科技有限公司 | 一种基于mes***的故障综合分析*** |
CN113284084A (zh) * | 2020-12-02 | 2021-08-20 | 红云红河烟草(集团)有限责任公司 | 一种基于智能自控的双视觉设备故障诊断移动平台 |
CN113344544A (zh) * | 2021-06-25 | 2021-09-03 | 浙江中控技术股份有限公司 | 医药生产企业人工操作合规性的监控方法和*** |
CN113435433A (zh) * | 2021-08-30 | 2021-09-24 | 广东电网有限责任公司中山供电局 | 一种基于作业现场的音视频数据提取处理*** |
CN115567562A (zh) * | 2022-10-28 | 2023-01-03 | 东北大学 | 一种矿山多元传感器数据采集、清洗及故障判别*** |
CN115758225A (zh) * | 2023-01-06 | 2023-03-07 | 中建科技集团有限公司 | 基于多模态数据融合的故障预测方法、装置与存储介质 |
CN116088454A (zh) * | 2023-03-08 | 2023-05-09 | 广东技术师范大学 | 基于数据融合的智能制造管理*** |
CN116147714A (zh) * | 2023-04-24 | 2023-05-23 | 北京众驰伟业科技发展有限公司 | 一种d-二聚体和fdp复合质控品生产过程异常监控方法 |
CN117010867A (zh) * | 2023-10-07 | 2023-11-07 | 南通庄吉华威电子有限公司 | 一种基于数据分析的包装设备监测*** |
CN117391549A (zh) * | 2023-12-12 | 2024-01-12 | 平利县安得利新材料有限公司 | 基于数据流转实现硫酸钡的制备节点回溯方法及装置 |
CN117784742A (zh) * | 2024-02-27 | 2024-03-29 | 广州优百特科技有限公司 | 脂肪酸生物饲料生产监控***的故障诊断方法 |
Citations (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN105933677A (zh) * | 2016-06-28 | 2016-09-07 | 成都启源电子信息技术有限公司 | 工业现场视频数据处理*** |
US20170132063A1 (en) * | 2015-11-10 | 2017-05-11 | China Construction Bank Corporation | Information system fault scenario information collecting method and system |
CN109640043A (zh) * | 2018-12-19 | 2019-04-16 | 中科健坤(北京)信息技术有限公司 | 一种基于mes的视频透传方法及*** |
CN110046280A (zh) * | 2019-04-23 | 2019-07-23 | 重庆邮电大学 | 一种面向抽检的多工位监控视频语义检索*** |
-
2019
- 2019-07-24 CN CN201910669942.1A patent/CN110366031B/zh active Active
Patent Citations (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20170132063A1 (en) * | 2015-11-10 | 2017-05-11 | China Construction Bank Corporation | Information system fault scenario information collecting method and system |
CN105933677A (zh) * | 2016-06-28 | 2016-09-07 | 成都启源电子信息技术有限公司 | 工业现场视频数据处理*** |
CN109640043A (zh) * | 2018-12-19 | 2019-04-16 | 中科健坤(北京)信息技术有限公司 | 一种基于mes的视频透传方法及*** |
CN110046280A (zh) * | 2019-04-23 | 2019-07-23 | 重庆邮电大学 | 一种面向抽检的多工位监控视频语义检索*** |
Cited By (24)
Publication number | Priority date | Publication date | Assignee | Title |
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CN111076772A (zh) * | 2019-12-13 | 2020-04-28 | 红云红河烟草(集团)有限责任公司 | 一种卷烟制丝过程数据的处理方法 |
CN111242924A (zh) * | 2020-01-13 | 2020-06-05 | 浙江水利水电学院 | 一种产品质量管理*** |
CN111390395A (zh) * | 2020-04-24 | 2020-07-10 | 安普森智能科技(江苏)有限公司 | 基于机械手激光打刻车辆识别代码的***设备 |
CN111885359A (zh) * | 2020-07-28 | 2020-11-03 | 中冶赛迪重庆信息技术有限公司 | 一种基于机器视觉的轧线智能监控***及方法 |
CN112101771A (zh) * | 2020-09-10 | 2020-12-18 | 重庆华森制药股份有限公司 | 一种胆舒软胶囊自动化生产控制***及生产方法 |
CN113284084A (zh) * | 2020-12-02 | 2021-08-20 | 红云红河烟草(集团)有限责任公司 | 一种基于智能自控的双视觉设备故障诊断移动平台 |
CN112286944A (zh) * | 2020-12-28 | 2021-01-29 | 中国航空油料集团有限公司 | 工业故障诊断***的运行方法 |
CN112863134A (zh) * | 2020-12-31 | 2021-05-28 | 浙江清华长三角研究院 | 一种农村污水处理设施运行异常的智能诊断***及方法 |
CN112863134B (zh) * | 2020-12-31 | 2022-11-18 | 浙江清华长三角研究院 | 一种农村污水处理设施运行异常的智能诊断***及方法 |
CN112925279A (zh) * | 2021-01-30 | 2021-06-08 | 重庆简华科技有限公司 | 一种基于mes***的故障综合分析*** |
CN113344544A (zh) * | 2021-06-25 | 2021-09-03 | 浙江中控技术股份有限公司 | 医药生产企业人工操作合规性的监控方法和*** |
CN113435433A (zh) * | 2021-08-30 | 2021-09-24 | 广东电网有限责任公司中山供电局 | 一种基于作业现场的音视频数据提取处理*** |
CN115567562A (zh) * | 2022-10-28 | 2023-01-03 | 东北大学 | 一种矿山多元传感器数据采集、清洗及故障判别*** |
CN115758225A (zh) * | 2023-01-06 | 2023-03-07 | 中建科技集团有限公司 | 基于多模态数据融合的故障预测方法、装置与存储介质 |
CN115758225B (zh) * | 2023-01-06 | 2023-08-29 | 中建科技集团有限公司 | 基于多模态数据融合的故障预测方法、装置与存储介质 |
CN116088454A (zh) * | 2023-03-08 | 2023-05-09 | 广东技术师范大学 | 基于数据融合的智能制造管理*** |
CN116147714A (zh) * | 2023-04-24 | 2023-05-23 | 北京众驰伟业科技发展有限公司 | 一种d-二聚体和fdp复合质控品生产过程异常监控方法 |
CN116147714B (zh) * | 2023-04-24 | 2023-06-20 | 北京众驰伟业科技发展有限公司 | 一种d-二聚体和fdp复合质控品生产过程异常监控方法 |
CN117010867A (zh) * | 2023-10-07 | 2023-11-07 | 南通庄吉华威电子有限公司 | 一种基于数据分析的包装设备监测*** |
CN117010867B (zh) * | 2023-10-07 | 2023-12-22 | 南通庄吉华威电子有限公司 | 一种基于数据分析的包装设备监测*** |
CN117391549A (zh) * | 2023-12-12 | 2024-01-12 | 平利县安得利新材料有限公司 | 基于数据流转实现硫酸钡的制备节点回溯方法及装置 |
CN117391549B (zh) * | 2023-12-12 | 2024-03-08 | 平利县安得利新材料有限公司 | 基于数据流转实现硫酸钡的制备节点回溯方法及装置 |
CN117784742A (zh) * | 2024-02-27 | 2024-03-29 | 广州优百特科技有限公司 | 脂肪酸生物饲料生产监控***的故障诊断方法 |
CN117784742B (zh) * | 2024-02-27 | 2024-05-28 | 广州优百特科技有限公司 | 脂肪酸生物饲料生产监控***的故障诊断方法 |
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