CN116389223A - 一种基于大数据的人工智能可视化预警系统及方法 - Google Patents
一种基于大数据的人工智能可视化预警系统及方法 Download PDFInfo
- Publication number
- CN116389223A CN116389223A CN202310473093.9A CN202310473093A CN116389223A CN 116389223 A CN116389223 A CN 116389223A CN 202310473093 A CN202310473093 A CN 202310473093A CN 116389223 A CN116389223 A CN 116389223A
- Authority
- CN
- China
- Prior art keywords
- equipment
- node
- fault
- information
- maintenance
- 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.)
- Granted
Links
- 238000000034 method Methods 0.000 title claims abstract description 33
- 230000000007 visual effect Effects 0.000 title claims abstract description 25
- 238000013473 artificial intelligence Methods 0.000 title claims description 17
- 238000012423 maintenance Methods 0.000 claims abstract description 171
- 238000009825 accumulation Methods 0.000 claims abstract description 30
- 238000004458 analytical method Methods 0.000 claims description 49
- 238000012545 processing Methods 0.000 claims description 10
- 206010033799 Paralysis Diseases 0.000 claims description 5
- 238000013480 data collection Methods 0.000 claims description 3
- 238000012800 visualization Methods 0.000 claims 2
- 238000005516 engineering process Methods 0.000 description 4
- 238000004519 manufacturing process Methods 0.000 description 2
- 238000012986 modification Methods 0.000 description 2
- 230000004048 modification Effects 0.000 description 2
- 230000009286 beneficial effect Effects 0.000 description 1
- 230000008859 change Effects 0.000 description 1
- 238000004891 communication Methods 0.000 description 1
- 238000007405 data analysis Methods 0.000 description 1
- 238000011161 development Methods 0.000 description 1
- 238000010586 diagram Methods 0.000 description 1
- 230000002349 favourable effect Effects 0.000 description 1
- 230000006872 improvement Effects 0.000 description 1
- 238000011031 large-scale manufacturing process Methods 0.000 description 1
- 238000005457 optimization Methods 0.000 description 1
- 238000011160 research Methods 0.000 description 1
- 230000004044 response Effects 0.000 description 1
Images
Classifications
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
- H04L41/06—Management of faults, events, alarms or notifications
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
- H04L41/14—Network analysis or design
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
- H04L41/22—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks comprising specially adapted graphical user interfaces [GUI]
-
- 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
- Y04—INFORMATION OR COMMUNICATION TECHNOLOGIES HAVING AN IMPACT ON OTHER TECHNOLOGY AREAS
- Y04S—SYSTEMS INTEGRATING TECHNOLOGIES RELATED TO POWER NETWORK OPERATION, COMMUNICATION OR INFORMATION TECHNOLOGIES FOR IMPROVING THE ELECTRICAL POWER GENERATION, TRANSMISSION, DISTRIBUTION, MANAGEMENT OR USAGE, i.e. SMART GRIDS
- Y04S10/00—Systems supporting electrical power generation, transmission or distribution
- Y04S10/50—Systems or methods supporting the power network operation or management, involving a certain degree of interaction with the load-side end user applications
Landscapes
- Engineering & Computer Science (AREA)
- Computer Networks & Wireless Communication (AREA)
- Signal Processing (AREA)
- Human Computer Interaction (AREA)
- Testing And Monitoring For Control Systems (AREA)
- Debugging And Monitoring (AREA)
Abstract
Description
Claims (7)
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN202310473093.9A CN116389223B (zh) | 2023-04-26 | 2023-04-26 | 一种基于大数据的人工智能可视化预警系统及方法 |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN202310473093.9A CN116389223B (zh) | 2023-04-26 | 2023-04-26 | 一种基于大数据的人工智能可视化预警系统及方法 |
Publications (2)
Publication Number | Publication Date |
---|---|
CN116389223A true CN116389223A (zh) | 2023-07-04 |
CN116389223B CN116389223B (zh) | 2023-12-22 |
Family
ID=86963440
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN202310473093.9A Active CN116389223B (zh) | 2023-04-26 | 2023-04-26 | 一种基于大数据的人工智能可视化预警系统及方法 |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN116389223B (zh) |
Cited By (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN116958084A (zh) * | 2023-07-20 | 2023-10-27 | 上海韦地科技集团有限公司 | 基于核工业大数据的图像智能感知系统及方法 |
CN116979690A (zh) * | 2023-07-06 | 2023-10-31 | 江苏卓特电气科技有限公司 | 一种基于物联网的电网远程智能监测系统及方法 |
CN117834386A (zh) * | 2023-12-20 | 2024-04-05 | 北京联广通网络科技有限公司 | 一种流量图网络监控故障自动报警系统及方法 |
Citations (12)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20150019187A1 (en) * | 2013-07-15 | 2015-01-15 | The Boeing Company | System and method for assessing cumulative effects of a failure |
JP2015159393A (ja) * | 2014-02-24 | 2015-09-03 | 日本電信電話株式会社 | 監視装置 |
WO2018053934A1 (zh) * | 2016-09-22 | 2018-03-29 | 北京国电通网络技术有限公司 | 一种电网中设备预警方法及预警装置 |
WO2019036924A1 (zh) * | 2017-08-22 | 2019-02-28 | 深圳企管加企业服务有限公司 | 基于物联网的机房设备故障预警系统 |
CN109657912A (zh) * | 2018-11-15 | 2019-04-19 | 国网浙江省电力有限公司金华供电公司 | 一种可视化的电网风险管控方法及系统 |
US20190361759A1 (en) * | 2018-05-22 | 2019-11-28 | At&T Intellectual Property I, L.P. | System and method to identify failed points of network impacts in real time |
CN112187514A (zh) * | 2020-09-02 | 2021-01-05 | 上海御威通信科技有限公司 | 一种数据中心网络设备智能运维系统、方法及终端 |
CN112804599A (zh) * | 2019-11-14 | 2021-05-14 | 中盈优创资讯科技有限公司 | 网络质差点确定方法、装置、计算机设备及可读存储介质 |
CN113923096A (zh) * | 2020-06-22 | 2022-01-11 | 中国联合网络通信集团有限公司 | 网元故障预警方法、装置、电子设备及存储介质 |
CN114897247A (zh) * | 2022-05-16 | 2022-08-12 | 湖北精准极速科技有限公司 | 一种基于大数据的智能电网配网调度运行管理方法 |
WO2022178947A1 (zh) * | 2021-02-25 | 2022-09-01 | 平安科技(深圳)有限公司 | 基于多维度的监测预警方法、装置、设备及存储介质 |
CN115048591A (zh) * | 2022-06-17 | 2022-09-13 | 四川高融软科信息技术有限公司 | 一种基于人工智能的配电网全息数据可视化智能展示分析系统 |
-
2023
- 2023-04-26 CN CN202310473093.9A patent/CN116389223B/zh active Active
Patent Citations (12)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20150019187A1 (en) * | 2013-07-15 | 2015-01-15 | The Boeing Company | System and method for assessing cumulative effects of a failure |
JP2015159393A (ja) * | 2014-02-24 | 2015-09-03 | 日本電信電話株式会社 | 監視装置 |
WO2018053934A1 (zh) * | 2016-09-22 | 2018-03-29 | 北京国电通网络技术有限公司 | 一种电网中设备预警方法及预警装置 |
WO2019036924A1 (zh) * | 2017-08-22 | 2019-02-28 | 深圳企管加企业服务有限公司 | 基于物联网的机房设备故障预警系统 |
US20190361759A1 (en) * | 2018-05-22 | 2019-11-28 | At&T Intellectual Property I, L.P. | System and method to identify failed points of network impacts in real time |
CN109657912A (zh) * | 2018-11-15 | 2019-04-19 | 国网浙江省电力有限公司金华供电公司 | 一种可视化的电网风险管控方法及系统 |
CN112804599A (zh) * | 2019-11-14 | 2021-05-14 | 中盈优创资讯科技有限公司 | 网络质差点确定方法、装置、计算机设备及可读存储介质 |
CN113923096A (zh) * | 2020-06-22 | 2022-01-11 | 中国联合网络通信集团有限公司 | 网元故障预警方法、装置、电子设备及存储介质 |
CN112187514A (zh) * | 2020-09-02 | 2021-01-05 | 上海御威通信科技有限公司 | 一种数据中心网络设备智能运维系统、方法及终端 |
WO2022178947A1 (zh) * | 2021-02-25 | 2022-09-01 | 平安科技(深圳)有限公司 | 基于多维度的监测预警方法、装置、设备及存储介质 |
CN114897247A (zh) * | 2022-05-16 | 2022-08-12 | 湖北精准极速科技有限公司 | 一种基于大数据的智能电网配网调度运行管理方法 |
CN115048591A (zh) * | 2022-06-17 | 2022-09-13 | 四川高融软科信息技术有限公司 | 一种基于人工智能的配电网全息数据可视化智能展示分析系统 |
Cited By (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN116979690A (zh) * | 2023-07-06 | 2023-10-31 | 江苏卓特电气科技有限公司 | 一种基于物联网的电网远程智能监测系统及方法 |
CN116958084A (zh) * | 2023-07-20 | 2023-10-27 | 上海韦地科技集团有限公司 | 基于核工业大数据的图像智能感知系统及方法 |
CN117834386A (zh) * | 2023-12-20 | 2024-04-05 | 北京联广通网络科技有限公司 | 一种流量图网络监控故障自动报警系统及方法 |
CN117834386B (zh) * | 2023-12-20 | 2024-06-18 | 北京联广通网络科技有限公司 | 一种流量图网络监控故障自动报警系统及方法 |
Also Published As
Publication number | Publication date |
---|---|
CN116389223B (zh) | 2023-12-22 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN116389223B (zh) | 一种基于大数据的人工智能可视化预警系统及方法 | |
CN111047082B (zh) | 设备的预警方法及装置、存储介质和电子装置 | |
CN111368890A (zh) | 故障检测方法及装置、信息物理融合系统 | |
CN110134566A (zh) | 一种基于标签技术的云环境下信息系统性能监测方法 | |
CN113556258A (zh) | 一种异常检测方法及装置 | |
CN106844161A (zh) | 一种带状态流计算系统中的异常监控及预测方法和系统 | |
CN110399278B (zh) | 基于数据中心异常监控的告警融合系统及方法 | |
CN110502398A (zh) | 一种基于人工智能的交换机故障预测系统及方法 | |
CN107707392A (zh) | 通道修复方法及装置、终端 | |
CN114201374A (zh) | 基于混合机器学习的运维时序数据异常检测方法及系统 | |
CN104601374B (zh) | 用于数控机床的网络故障处理方法和装置 | |
CN115689320A (zh) | 基站运行的健康管理方法、装置及计算机可读存储介质 | |
CN115660288A (zh) | 一种基于互联网大数据的分析管理系统 | |
CN109324264B (zh) | 一种配电网线路阻抗数据异常值的辨识方法及装置 | |
CN118245264A (zh) | 服务器故障处理方法、装置、电子设备及介质 | |
CN111260127A (zh) | 基于全机数字孪生模型的故障预测系统及方法 | |
CN108521346B (zh) | 一种基于终端数据的电信承载网异常节点定位方法 | |
CN117560300A (zh) | 一种智能物联网流量预测与优化系统 | |
CN111614520B (zh) | 一种基于机器学习算法的idc流量数据预测方法及装置 | |
CN117331802A (zh) | 一种基于工业互联网的中台数据监测分析系统 | |
CN116467592A (zh) | 一种基于深度学习的生产设备故障智能监测方法及系统 | |
CN108681579A (zh) | 一种大数据遗漏率分析方法 | |
CN115392663A (zh) | 一种基于大数据的数据采集处理方法 | |
CN112434955A (zh) | 一种基于多数据融合的配网线路运行风险感知方法 | |
CN116756619B (zh) | 一种基于大数据的设备智能诊断方法及系统 |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
PB01 | Publication | ||
PB01 | Publication | ||
SE01 | Entry into force of request for substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
TA01 | Transfer of patent application right |
Effective date of registration: 20231129 Address after: No. 68 Haima Community, Shangdu Road, Zhengdong New District, Zhengzhou City, Henan Province, 450000 Applicant after: Zhengzhou Shuzhi Technology Group Co.,Ltd. Applicant after: Zhengzhou Digital Intelligence Technology Research Institute Co.,Ltd. Address before: 201100 floors 3 and 4, building 2, No. 598, Guanghua Road, Minhang District, Shanghai Applicant before: Fuxin Gaozhao (Shanghai) Technology Co.,Ltd. |
|
TA01 | Transfer of patent application right | ||
GR01 | Patent grant | ||
GR01 | Patent grant | ||
TR01 | Transfer of patent right |
Effective date of registration: 20240812 Address after: 17th Floor, Zhengzhou Press Building, No.1 Boti Road, Zhongyuan District, Zhengzhou City, Henan Province, 450000 Patentee after: Zhengzhou Big Data Development Co.,Ltd. Country or region after: China Patentee after: Zhengzhou Digital Intelligence Technology Research Institute Co.,Ltd. Address before: No. 68 Haima Community, Shangdu Road, Zhengdong New District, Zhengzhou City, Henan Province, 450000 Patentee before: Zhengzhou Shuzhi Technology Group Co.,Ltd. Country or region before: China Patentee before: Zhengzhou Digital Intelligence Technology Research Institute Co.,Ltd. |
|
TR01 | Transfer of patent right |