CN108667666A - A kind of intelligent O&M method and its system based on visualization technique - Google Patents

A kind of intelligent O&M method and its system based on visualization technique Download PDF

Info

Publication number
CN108667666A
CN108667666A CN201810484716.1A CN201810484716A CN108667666A CN 108667666 A CN108667666 A CN 108667666A CN 201810484716 A CN201810484716 A CN 201810484716A CN 108667666 A CN108667666 A CN 108667666A
Authority
CN
China
Prior art keywords
server
real time
daily record
module
cluster
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.)
Pending
Application number
CN201810484716.1A
Other languages
Chinese (zh)
Inventor
李志广
涂燕晖
陈昕
陈一昕
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Beijing University of Technology
Original Assignee
Beijing University of Technology
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 Beijing University of Technology filed Critical Beijing University of Technology
Priority to CN201810484716.1A priority Critical patent/CN108667666A/en
Publication of CN108667666A publication Critical patent/CN108667666A/en
Pending legal-status Critical Current

Links

Classifications

    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L43/00Arrangements for monitoring or testing data switching networks
    • H04L43/04Processing captured monitoring data, e.g. for logfile generation
    • H04L43/045Processing captured monitoring data, e.g. for logfile generation for graphical visualisation of monitoring data
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L41/00Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
    • H04L41/06Management of faults, events, alarms or notifications
    • H04L41/0631Management of faults, events, alarms or notifications using root cause analysis; using analysis of correlation between notifications, alarms or events based on decision criteria, e.g. hierarchy, tree or time analysis
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L41/00Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
    • H04L41/06Management of faults, events, alarms or notifications
    • H04L41/0654Management of faults, events, alarms or notifications using network fault recovery
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L41/00Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
    • H04L41/06Management of faults, events, alarms or notifications
    • H04L41/069Management of faults, events, alarms or notifications using logs of notifications; Post-processing of notifications
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L41/00Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
    • H04L41/08Configuration management of networks or network elements
    • H04L41/0876Aspects of the degree of configuration automation
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00Network arrangements or protocols for supporting network services or applications
    • H04L67/01Protocols
    • H04L67/10Protocols in which an application is distributed across nodes in the network
    • H04L67/1097Protocols in which an application is distributed across nodes in the network for distributed storage of data in networks, e.g. transport arrangements for network file system [NFS], storage area networks [SAN] or network attached storage [NAS]
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00Network arrangements or protocols for supporting network services or applications
    • H04L67/50Network services
    • H04L67/55Push-based network services

Landscapes

  • Engineering & Computer Science (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Data Mining & Analysis (AREA)
  • Automation & Control Theory (AREA)
  • Debugging And Monitoring (AREA)

Abstract

The present invention discloses a kind of intelligent O&M method and its system based on visualization technique, including:Monitoring module, the operation conditions for obtaining the machine, and give daily record storage cluster daily record real time push;Log processing module, the daily record for reading cluster server push in real time submit task to handle and analyze journal file according to the hardware composed structure and deployment services of server;Visualization processing module, the logged result for analyzing and handling log processing module are classified, and are shown in real time on monitoring large-size screen monitors;Repair module is triggered, according to getting question server current state, it is intended to which automation is repaired, and process is come out by visualizing;Alarm module reports for repairment for the hardware damage information of server to be sent to operation maintenance personnel.

Description

A kind of intelligent O&M method and its system based on visualization technique
Technical field
The invention belongs to field of computer technology, and in particular to a kind of intelligent O&M method based on visualization technique and its System.
Background technology
With the rapid development of Internet technology, the use of server is more and more extensive, and cluster server quantity is increasingly More, in face of so huge server maintenance work, operation maintenance personnel handles many repetitive operation flows daily.Lead to O&M people Member's heavy workload, working efficiency is low, and can not in real time and intuitively monitor the operation conditions of cluster server, artificial to participate in Deployment services are operated, configuration error may be caused, increase workload and deployment risk.
Existing cluster management technology is mainly that artificial inspection and monitoring alarm are combined:
Computer room personnel's regular visit server, judges server hardware operation conditions by the indicator light of server, It is write by IPMI (Intelligent Platform Management Interface, Intelligent Platform Management Interface) technology Alarm is realized with exploitation monitoring script.
The prior art is insufficient:Human cost is increased, can not be in real time with intuitive monitoring server equipment state, some are hard Problem can not be accurately positioned in part state, server indicator light.Building environment is more complicated, and personnel frequently pass in and out computer room and patrol Inspection, increases security risk.After receiving alarm by monitoring, hardware problem in this way needs operation maintenance personnel to check that daily record is true manually Recognize problem, is protected either manually or by whether data base querying abnormal server is crossed, No. S/N, the IDC computer rooms at place, the letters such as shelf position It is reported for repairment after breath, system problem in this way checks abnormal server RAID level, system partitioning, the letters such as system and kernel version manually Breath gets after these information again by PXE automations come installation system, needs artificially to participate in, can not achieve whole automations, System is adding relevant user, permission, deployment and configuration service, working efficiency is low, repetitive operation amount after installation is complete Greatly, it needs to invent a set of intelligent operation management framework based on problem above, allows operation maintenance personnel from heavy repetitive operation It frees, and can intuitively see the operation conditions of cluster server.
Invention content
For the deficiency of above-mentioned conventional cluster operation management, the present invention provides a kind of intelligent O&M based on visualization technique Method and its system.
The present invention gets book server using cluster Servers-all by the monitoring module based on IPMI technological development The operating status daily record of upper all hardware and service, and the daily record real time push being collected into daily record storage cluster, at daily record Reason module is handled in real time obtains data, and daily record data is divided according to the hardware composed structure of server and the service of deployment Analysis and processing, IDC machine room areas where getting server from data-base cluster according to server ip address, function and deployment Information on services, real-time exhibition to monitoring large-size screen monitors on, operation maintenance personnel by large-size screen monitors can be visually seen server hardware and service transport Row state.
To achieve the above object, the present invention adopts the following technical scheme that
A kind of intelligent operational system based on visualization technique, including:
Monitoring module, the operation conditions for obtaining the machine, and give daily record storage cluster daily record real time push;
Log processing module, the daily record for reading cluster server push in real time are formed according to the hardware of server and are tied Structure and deployment services submit task to handle and analyze journal file;
Visualization processing module, the logged result for analyzing and handling log processing module is classified, and is opened up in real time Show on monitoring large-size screen monitors;
Repair module is triggered, according to getting question server current state, it is intended to which automation is repaired, and process is passed through Visual presentation comes out;
Alarm module reports for repairment for the hardware damage information of server to be sent to operation maintenance personnel.
A kind of intelligent O&M method based on visualization technique, includes the following steps:
Step 1, the operation conditions for obtaining the machine, and give daily record storage cluster daily record real time push;
Step 2, the daily record for reading cluster server push in real time, according to the hardware composed structure and deployment services of server Submission task handles and analyzes journal file;
Step 3 classifies log analysis and the logged result of processing, and is shown in real time on monitoring large-size screen monitors;
Step 4, basis get question server current state, it is intended to which automation is repaired, and process is passed through visualization It shows;
The hardware damage information of server is sent to operation maintenance personnel and reports for repairment by step 5.
Compared with prior art, the present invention has following apparent advantage and advantageous effect:
1, manpower maintenance cost is reduced, computer room regular visit equipment is frequently passed in and out without computer room personnel, reduces disengaging The security risk of computer room inspection operation.
2, by the displaying of visualization model, the operation conditions of server is monitored in real time, operation maintenance personnel can more intuitively and more Fast monitoring and orientation problem.
3, it by automating repair function, solves the heavy repetitive operation of operation maintenance personnel, reduces operation maintenance personnel people It caused may be installed for Attended Operation and configuration error, raising handle the efficiency of abnormal server.
4, automation installation system is improved, gets the RAID information of abnormal server from database automatically, network is matched It sets, system partitioning, automated installation of system after system and kernel version, is not required to artificially participate in input, realize all automation installations.
Description of the drawings
Fig. 1 is the flow chart of method involved in the present invention.
Specific implementation mode
Below in conjunction with the accompanying drawings 1 and specific implementation mode the present invention will be further described.
As shown in Figure 1, the present invention provides a kind of intelligent operational system based on visualization technique, including:Monitoring module, from Dynamic repair module, automation install and deploy service module, visualize module, alarm module, log processing module.
The present invention provides a kind of intelligent O&M method based on visualization technique, includes the following steps:
Step 1, server monitoring
All placed into service devices uniformly install monitoring module in cluster, monitor all hardware of the machine in real time by this module With service operating status, and the data of acquisition are sent to daily record storage cluster.
Step 2, distributed type assemblies day are storing and processing
The daily record that distributed type assemblies storage and processing obtain, according to the IDC computer rooms where server, the business of deployment is submitted Task processing and analysis, and result is issued visualization model processing.
Step 3, visualization processing displaying
According to the logged result that log processing module is handled, handled on simultaneously real-time exhibition to large-size screen monitors by visualization model, The health status of cluster Servers-all can be more intuitively viewed, as found certain server exception alarm in cluster, is clicked Alarm caused by abnormal server can intuitively check which component of server internal or service, system problem in this way, from It is dynamic that repair module is called to be repaired;Hardware damage in this way calls alarm module notice server user and operation maintenance personnel report It repaiies.
Step 4, automation are repaired
Abnormal server in cluster, meeting automatic trigger repair module, repair module meeting basis get abnormal server Current state situation, it is intended to which automation is repaired, and repair process is shown to by visualization model on large-size screen monitors, first attempts to restart Server node such as restarts rear repairing failure, starts abnormal server and reinstalls system into a PXE network startup, adds Add original user account, permission, network configuration and deployment services operation, after being repaired such as refitting.Whether detection service device is normal, such as It repairs normally, is added in server to cluster, such as repairing failure, alarm module is called to send warning message to operation maintenance personnel.
Step 5, automation installation
Automation installation is improved based on PXE technologies, obtains the RAID card of abnormal server from database automatically Manufacturer, RAID configuration informations, system version, kernel version carry out system installation after network configuration, and system is automatic after installation is complete Add user, permission and deployment configuration service.
Step 6, database purchase cluster
The system version that Servers-all uses in storage cluster, kernel version, RAID information, partition information, account are close Code, network configuration dispose business, user, permission, server user, place IDC computer rooms, cabinet position, network port company It connects, the information such as server S/No. N, and the historical data of storage cluster Servers-all, problem is traced convenient for the later stage.
Step 7, alarm flow processing
After server hardware damage, alarm module inquires damage by the server ip address of damage from data-base cluster Bad server, if in the IDC computer rooms where the guarantee period, server, the corresponding shelf position of computer room, server S/N information Operation maintenance personnel is sent to be reported for repairment.

Claims (5)

1. a kind of intelligent operational system based on visualization technique, which is characterized in that including:
Monitoring module, the operation conditions for obtaining the machine, and give daily record storage cluster daily record real time push;
Log processing module, the daily record for reading cluster server push in real time, according to the hardware composed structure of server and Deployment services submit task to handle and analyze journal file;
Visualization processing module, the logged result for analyzing and handling log processing module is classified, and is shown in real time It monitors on large-size screen monitors;
Repair module is triggered, according to getting question server current state, it is intended to which automation is repaired, and process is passed through visual Change is shown;
Alarm module reports for repairment for the hardware damage information of server to be sent to operation maintenance personnel.
2. a kind of intelligent O&M method based on visualization technique, which is characterized in that include the following steps:
Step 1, the operation conditions for obtaining the machine, and give daily record storage cluster daily record real time push;
Step 2, the daily record for reading cluster server push in real time, are submitted according to the hardware composed structure and deployment services of server Task handles and analyzes journal file;
Step 3 classifies log analysis and the logged result of processing, and is shown in real time on monitoring large-size screen monitors;
Step 4, basis get question server current state, it is intended to which automation is repaired, and process is passed through visual presentation Out;
The hardware damage information of server is sent to operation maintenance personnel and reports for repairment by step 5.
3. the intelligent O&M method based on visualization technique as claimed in claim 2, which is characterized in that be specially in step 4: Abnormal server in cluster, meeting automatic trigger repair module, repair module meeting basis get abnormal server current state Situation, it is intended to which automation is repaired, and repair process is shown to by visualization model on large-size screen monitors, first attempts to restart server section Point such as restarts rear repairing failure, starts abnormal server and reinstalls system into a PXE network startup, adds original use Family account, permission, network configuration and deployment services operation, after being repaired such as refitting, whether detection service device is normal, such as repairs just Often, it is added in server to cluster, such as repairing failure, alarm module is called to send warning message to operation maintenance personnel.
4. the intelligent O&M method based on visualization technique as claimed in claim 2, which is characterized in that be specially in step 5: After server hardware damage, alarm module is by the server ip address of damage, the inquiry damage server from data-base cluster, Whether in the IDC computer rooms where the guarantee period, server, the corresponding shelf position of computer room, server S/N information is sent to O&M Personnel report for repairment.
5. the intelligent O&M method based on visualization technique as claimed in claim 2, which is characterized in that further include:Storage collection Group in Servers-all use system version, kernel version, RAID information, partition information, account number cipher, network configuration, portion Administration's business, user, permission, server user, place IDC computer rooms, cabinet position, the network port connection, server S/No. N, And the historical data of storage cluster Servers-all.
CN201810484716.1A 2018-05-20 2018-05-20 A kind of intelligent O&M method and its system based on visualization technique Pending CN108667666A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201810484716.1A CN108667666A (en) 2018-05-20 2018-05-20 A kind of intelligent O&M method and its system based on visualization technique

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201810484716.1A CN108667666A (en) 2018-05-20 2018-05-20 A kind of intelligent O&M method and its system based on visualization technique

Publications (1)

Publication Number Publication Date
CN108667666A true CN108667666A (en) 2018-10-16

Family

ID=63776960

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201810484716.1A Pending CN108667666A (en) 2018-05-20 2018-05-20 A kind of intelligent O&M method and its system based on visualization technique

Country Status (1)

Country Link
CN (1) CN108667666A (en)

Cited By (16)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109960690A (en) * 2019-03-18 2019-07-02 新华三大数据技术有限公司 A kind of operation and maintenance method and device of big data cluster
CN110069385A (en) * 2019-04-26 2019-07-30 济南浪潮高新科技投资发展有限公司 Quantum cloud monitoring system and method based on Internet of Things
CN110263008A (en) * 2019-06-20 2019-09-20 江苏满运软件科技有限公司 Terminal offline logs management system, method, equipment and storage medium
CN110413498A (en) * 2019-07-30 2019-11-05 四川虹魔方网络科技有限公司 A kind of method and system of server O&M large-size screen monitors monitoring
CN111078490A (en) * 2019-10-11 2020-04-28 广西电网有限责任公司信息中心 Server safety guarantee method and system based on monitoring analysis of operating system
CN111191305A (en) * 2019-12-05 2020-05-22 江苏艾佳家居用品有限公司 Automatic layout abnormal problem positioning framework and positioning method based on visual image
CN111343016A (en) * 2020-02-21 2020-06-26 北京京东尚科信息技术有限公司 Cloud server cluster management method and device
CN111756564A (en) * 2019-03-29 2020-10-09 瞻博网络公司 Supporting concurrency of graph-based advanced configuration models
CN112269330A (en) * 2020-09-18 2021-01-26 许继集团有限公司 Visualization system for monitoring real-time state of embedded equipment program and use method thereof
CN112633530A (en) * 2020-12-24 2021-04-09 深圳市兴海物联科技有限公司 House decoration inspection management method and inspection management system
CN112799909A (en) * 2021-01-26 2021-05-14 上海瀚银信息技术有限公司 Automatic management system and method for server
CN112860854A (en) * 2021-01-29 2021-05-28 深圳蓝贝科技有限公司 Online monitoring and fault repairing system and method for vending machine
CN112988444A (en) * 2021-03-25 2021-06-18 腾讯科技(深圳)有限公司 Processing method for server cluster fault diagnosis
CN113541308A (en) * 2021-06-18 2021-10-22 广西电网有限责任公司梧州供电局 Network security visualization system of smart power grid server
US11296954B2 (en) 2019-03-29 2022-04-05 Juniper Networks, Inc. Supporting near real time service level agreements
CN114710538A (en) * 2022-04-08 2022-07-05 德威特智能电气(深圳)有限公司 Intelligent operation and maintenance system of circuit breaker

Citations (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103744695A (en) * 2013-12-25 2014-04-23 新浪网技术(中国)有限公司 Method and system for operating system remote installation on basis of PXE
CN104199694A (en) * 2014-08-27 2014-12-10 山东超越数控电子有限公司 Automatic operating system installation and recovery method based on PXE
CN105045100A (en) * 2015-06-08 2015-11-11 浪潮电子信息产业股份有限公司 Intelligent operation and maintenance monitoring platform for managing by utilizing mass data
CN105117835A (en) * 2015-08-18 2015-12-02 电子科技大学 A power grid information machine room three-dimensional visualized management platform based on a B/S framework
US20160088191A1 (en) * 2014-09-19 2016-03-24 Oki Data Corporation Information process apparatus
CN106371986A (en) * 2016-09-08 2017-02-01 上海新炬网络技术有限公司 Log treatment operation and maintenance monitoring system
CN106789332A (en) * 2017-01-13 2017-05-31 杭州莘科信息技术有限公司 Computer room visualized management operation platform and method
CN107577588A (en) * 2017-09-26 2018-01-12 北京中安智达科技有限公司 A kind of massive logs data intelligence operational system

Patent Citations (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103744695A (en) * 2013-12-25 2014-04-23 新浪网技术(中国)有限公司 Method and system for operating system remote installation on basis of PXE
CN104199694A (en) * 2014-08-27 2014-12-10 山东超越数控电子有限公司 Automatic operating system installation and recovery method based on PXE
US20160088191A1 (en) * 2014-09-19 2016-03-24 Oki Data Corporation Information process apparatus
CN105045100A (en) * 2015-06-08 2015-11-11 浪潮电子信息产业股份有限公司 Intelligent operation and maintenance monitoring platform for managing by utilizing mass data
CN105117835A (en) * 2015-08-18 2015-12-02 电子科技大学 A power grid information machine room three-dimensional visualized management platform based on a B/S framework
CN106371986A (en) * 2016-09-08 2017-02-01 上海新炬网络技术有限公司 Log treatment operation and maintenance monitoring system
CN106789332A (en) * 2017-01-13 2017-05-31 杭州莘科信息技术有限公司 Computer room visualized management operation platform and method
CN107577588A (en) * 2017-09-26 2018-01-12 北京中安智达科技有限公司 A kind of massive logs data intelligence operational system

Cited By (23)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109960690A (en) * 2019-03-18 2019-07-02 新华三大数据技术有限公司 A kind of operation and maintenance method and device of big data cluster
CN111756564B (en) * 2019-03-29 2021-10-08 瞻博网络公司 Method for configuring network, controller device and storage medium
CN111756564A (en) * 2019-03-29 2020-10-09 瞻博网络公司 Supporting concurrency of graph-based advanced configuration models
US11689419B2 (en) 2019-03-29 2023-06-27 Juniper Networks, Inc. Supporting concurrency for graph-based high level configuration models
US11296954B2 (en) 2019-03-29 2022-04-05 Juniper Networks, Inc. Supporting near real time service level agreements
CN110069385A (en) * 2019-04-26 2019-07-30 济南浪潮高新科技投资发展有限公司 Quantum cloud monitoring system and method based on Internet of Things
CN110263008A (en) * 2019-06-20 2019-09-20 江苏满运软件科技有限公司 Terminal offline logs management system, method, equipment and storage medium
CN110263008B (en) * 2019-06-20 2022-02-01 江苏满运软件科技有限公司 Terminal off-line log management system, method, device and storage medium
CN110413498A (en) * 2019-07-30 2019-11-05 四川虹魔方网络科技有限公司 A kind of method and system of server O&M large-size screen monitors monitoring
CN111078490A (en) * 2019-10-11 2020-04-28 广西电网有限责任公司信息中心 Server safety guarantee method and system based on monitoring analysis of operating system
CN111078490B (en) * 2019-10-11 2024-04-16 广西电网有限责任公司信息中心 Server security assurance method and system based on operating system monitoring analysis
CN111191305A (en) * 2019-12-05 2020-05-22 江苏艾佳家居用品有限公司 Automatic layout abnormal problem positioning framework and positioning method based on visual image
CN111191305B (en) * 2019-12-05 2022-08-12 江苏艾佳家居用品有限公司 Automatic layout abnormal problem positioning framework and positioning method based on visual image
CN111343016A (en) * 2020-02-21 2020-06-26 北京京东尚科信息技术有限公司 Cloud server cluster management method and device
CN112269330A (en) * 2020-09-18 2021-01-26 许继集团有限公司 Visualization system for monitoring real-time state of embedded equipment program and use method thereof
CN112633530A (en) * 2020-12-24 2021-04-09 深圳市兴海物联科技有限公司 House decoration inspection management method and inspection management system
CN112799909A (en) * 2021-01-26 2021-05-14 上海瀚银信息技术有限公司 Automatic management system and method for server
CN112860854A (en) * 2021-01-29 2021-05-28 深圳蓝贝科技有限公司 Online monitoring and fault repairing system and method for vending machine
CN112988444A (en) * 2021-03-25 2021-06-18 腾讯科技(深圳)有限公司 Processing method for server cluster fault diagnosis
CN112988444B (en) * 2021-03-25 2023-03-14 腾讯科技(深圳)有限公司 Processing method, processing device and processing equipment for server cluster fault diagnosis, method for server fault diagnosis and computer-readable storage medium
CN113541308A (en) * 2021-06-18 2021-10-22 广西电网有限责任公司梧州供电局 Network security visualization system of smart power grid server
CN114710538A (en) * 2022-04-08 2022-07-05 德威特智能电气(深圳)有限公司 Intelligent operation and maintenance system of circuit breaker
CN114710538B (en) * 2022-04-08 2024-02-23 德威特智能电气(深圳)有限公司 Intelligent operation and maintenance system of circuit breaker

Similar Documents

Publication Publication Date Title
CN108667666A (en) A kind of intelligent O&M method and its system based on visualization technique
US20190228296A1 (en) Significant events identifier for outlier root cause investigation
US7289023B2 (en) Supervised guard tour tracking systems and methods
CN110505102B (en) Power information communication fusion monitoring and service standardization management platform system and method
CN107958337A (en) A kind of information resources visualize mobile management system
CN106960292A (en) A kind of operation flow monitoring system and method applied to Utilities Electric Co.
CN103295155B (en) Security core service system method for supervising
US20050187940A1 (en) Systems, methods and computer program products for managing a plurality of remotely located data storage systems
CN106936860A (en) A kind of monitoring system and method based on terminal device
CN108847953A (en) A kind of O&M service system and method
CN102752142A (en) Monitoring method and system based on multidimensional modeled information system
CN104574219A (en) System and method for monitoring and early warning of operation conditions of power grid service information system
CN113239750A (en) System, method, equipment and application for detecting personnel behaviors in electric power business hall
CN112416872A (en) Cloud platform log management system based on big data
CN111509840A (en) Wireless cluster visualization system and method based on power grid safety operation and maintenance
CN115860729A (en) IT operation and maintenance integrated management system
CN116187774A (en) Artificial intelligence operation and maintenance management system for data center
US7286048B2 (en) Supervised guard tour systems and methods
CN114138741A (en) Historical data analysis platform
CN212990152U (en) Agricultural sewage management system
CN117220917A (en) Network real-time monitoring method based on cloud computing
CN112449019A (en) IMS intelligent Internet of things operation and maintenance management platform
CN116582339A (en) Intelligent building network security monitoring method and monitoring system
CN114500316B (en) Method and system for inspecting equipment of Internet of things
KR102509380B1 (en) Methods for learning application transactions and predicting and resolving real-time failures through machine learning

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
WD01 Invention patent application deemed withdrawn after publication

Application publication date: 20181016

WD01 Invention patent application deemed withdrawn after publication