CN108279650B - Power equipment state monitoring evaluation and command system - Google Patents

Power equipment state monitoring evaluation and command system Download PDF

Info

Publication number
CN108279650B
CN108279650B CN201810055098.9A CN201810055098A CN108279650B CN 108279650 B CN108279650 B CN 108279650B CN 201810055098 A CN201810055098 A CN 201810055098A CN 108279650 B CN108279650 B CN 108279650B
Authority
CN
China
Prior art keywords
equipment
data
module
equipment state
panoramic
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.)
Active
Application number
CN201810055098.9A
Other languages
Chinese (zh)
Other versions
CN108279650A (en
Inventor
方义治
鲁晓一
王升
刘敏
刘典安
邓琨
梅春华
李建标
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.)
Zhuhai Power Supply Bureau of Guangdong Power Grid Co Ltd
Original Assignee
Zhuhai Power Supply Bureau of Guangdong Power Grid Co Ltd
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 Zhuhai Power Supply Bureau of Guangdong Power Grid Co Ltd filed Critical Zhuhai Power Supply Bureau of Guangdong Power Grid Co Ltd
Priority to CN201810055098.9A priority Critical patent/CN108279650B/en
Publication of CN108279650A publication Critical patent/CN108279650A/en
Application granted granted Critical
Publication of CN108279650B publication Critical patent/CN108279650B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B19/00Programme-control systems
    • G05B19/02Programme-control systems electric
    • G05B19/418Total 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], computer integrated manufacturing [CIM]
    • G05B19/4185Total 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], computer integrated manufacturing [CIM] characterised by the network communication
    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B2219/00Program-control systems
    • G05B2219/30Nc systems
    • G05B2219/31From computer integrated manufacturing till monitoring
    • G05B2219/31088Network communication between supervisor and cell, machine group
    • YGENERAL 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
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02PCLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
    • Y02P90/00Enabling technologies with a potential contribution to greenhouse gas [GHG] emissions mitigation
    • Y02P90/02Total factory control, e.g. smart factories, flexible manufacturing systems [FMS] or integrated manufacturing systems [IMS]

Abstract

The invention relates to the technical field of operation and maintenance management of electrical equipment, in particular to an electrical equipment state monitoring, evaluating and commanding system which comprises a panoramic data integration module, an equipment state health file module, an equipment state monitoring module, an equipment operation and maintenance management and control module, a data mining and analyzing module and a production and command cockpit module. According to the invention, the access control, the data secondary processing, the unified modeling and the storage of the accessed panoramic data are realized through the panoramic data integration module, so that the accurate and reliable access of the data is ensured, and the panoramic data integration module has good retrieval and calculation performances; providing data support service for subsequent equipment state monitoring evaluation and production command through an equipment state health file module; the monitoring and evaluation analysis of the state of the power equipment is realized through the equipment state monitoring module, the equipment operation and maintenance management and control module and the data mining and analysis module based on the stored equipment state data, and intelligent support is provided for accurately mastering the equipment state, risk information and safe operation.

Description

Power equipment state monitoring evaluation and command system
Technical Field
The invention relates to the technical field of operation and maintenance management of electrical equipment, in particular to a system for monitoring, evaluating and commanding the state of the electrical equipment.
Background
With the continuous expansion of the scale of the power grid, the number of electric power transmission and transformation equipment is rapidly increased, the requirement on the reliability of power supply is increasingly improved, and the working intensity of the operation and maintenance personnel of the local equipment is continuously increased. The power equipment state data comprises data such as production operation and maintenance, load operation, on-line monitoring and meteorological environment. These data are derived from different systems, have different structures, and the scale and the type of the power equipment state data are rapidly increasing with the advancement of power informatization.
The traditional data management and processing mode is difficult to meet the requirements of complex data sources, huge data scale, various data structures and variable data application, and the power equipment state management and control and operation and maintenance management system based on the traditional data management and processing mode also faces the problems of poor data quality foundation, difficult cross-service data application, slow data service response and the like, so that the actual application effect is not ideal.
Disclosure of Invention
The invention aims to overcome the defects of the prior art and provide the power equipment state monitoring evaluation and command system which can improve the equipment operation and maintenance management efficiency and improve the equipment operation and maintenance management capability.
In order to solve the technical problems, the invention adopts the technical scheme that:
the utility model provides an electrical equipment state monitoring evaluation and command system, includes panorama data integration module, equipment state health file module, equipment state monitoring module, equipment fortune dimension management and control module, data mining analysis module and production commander cockpit module:
the panoramic data integration module is used for integrating, secondary processing, unified modeling and storing panoramic data, the panoramic data comprises online monitoring data, production operation and maintenance data, scheduling operation data, meteorological environment data and geographic information data, and the panoramic data is transmitted to the equipment state health file module;
the equipment state health file module receives panoramic data from the panoramic data integration module, the panoramic data is subjected to unified modeling and organic fusion to obtain equipment state data, and the equipment state data is subjected to persistent storage;
the equipment state monitoring module is used for mastering and judging the running state of the equipment in real time based on the equipment state data stored by the equipment state health file module;
the equipment operation and maintenance management and control module makes comprehensive evaluation on the running state of the equipment according to the equipment operation and maintenance management and control level based on the equipment state data stored by the equipment state health file module;
the data mining and analyzing module is used for mining and analyzing the correlation among the equipment state data and establishing a defect factor correlation degree model based on the equipment state data stored by the equipment state health file module;
the production commanding cockpit module is connected with the equipment state monitoring module, the equipment operation and maintenance management and control module and the data mining and analyzing module, and is used for visually displaying the panoramic information of the equipment through a visualization technology and carrying out production commanding based on the grasped equipment running state.
According to the power equipment state monitoring evaluation and command system, access control, data secondary processing, unified modeling and storage of accessed panoramic data are realized through the panoramic data integration module, accurate and reliable access of data is guaranteed, and good retrieval and calculation performance is achieved; the panoramic data are subjected to unified modeling and organic fusion through an equipment state health file module, and then are subjected to persistent storage through a relational database and a time sequence database, so that data support service is provided for subsequent equipment state monitoring evaluation and production command; the monitoring and evaluation analysis of the state of the electric power equipment are realized through the equipment state monitoring module, the equipment operation and maintenance management and control module and the data mining and analysis module based on the equipment state data stored by the equipment state health file module, and the production commanding cockpit module displays the panoramic information of the electric power equipment based on the evaluation analysis result and carries out production commanding on the production equipment.
Preferably, the panoramic data integration module performs data integration with a scheduling automation system, an integrated production system, a geographic information system, a remote target center data platform, a scheduling operation management system, a lightning location system and a meteorological decision system in an ETL (extract transform and load) and Web Service and data file sharing mode. By the functions of data access, access management, data processing, data storage and the like, access monitoring, data secondary processing, unified modeling and storage of accessed integrated line monitoring data, production operation and maintenance data, scheduling operation data, meteorological environment data and geographic information data are realized, accurate and reliable data access is ensured, and good retrieval and calculation performance is achieved.
Preferably, the equipment state health record module performs persistent storage by using a relational database and a time sequence database, and provides data support service for subsequent applications such as equipment state monitoring evaluation and production command.
Preferably, the content of real-time grasping and judging of the running state of the equipment comprises the multidimensional query unification of monitoring information of different monitoring types of the equipment, trend analysis of the monitoring information, alarm processing and alarm information statistic query of abnormal running state of the equipment, and the unified management of the online monitoring device is realized.
Preferably, the comprehensive evaluation of the equipment operation and maintenance management and control module takes the health degree and the importance degree of the equipment as core equipment operation and maintenance management and control grades, the equipment differentiation operation and maintenance strategy generation comprehensively considering factors such as equipment manufacturer suggestions, operation environments, regional power grid characteristics and the like, the equipment differentiation operation and maintenance plan automatic generation, the optimization management and other functions are realized, the decision difficulty of an equipment management department is reduced through informatization and intelligent means, and the working intensity of operation and maintenance management personnel is reduced.
Preferably, the device panoramic information includes device geographic information, monitoring and early warning information, and KPI indicators. And displaying the panoramic information of the equipment on a display platform of the cockpit in real time through visualization technologies such as graphs, reports, curve graphs and the like.
Compared with the prior art, the invention has the beneficial effects that:
according to the power equipment state monitoring evaluation and command system, access control, data secondary processing, unified modeling and storage of accessed panoramic data are realized through the panoramic data integration module, accurate and reliable access of data is guaranteed, and good retrieval and calculation performance is achieved; the panoramic data are subjected to unified modeling and organic fusion through an equipment state health file module, and then are subjected to persistent storage through a relational database and a time sequence database, so that data support service is provided for subsequent equipment state monitoring evaluation and production command; the monitoring and evaluation analysis of the state of the power equipment is realized through the equipment state monitoring module, the equipment operation and maintenance management and control module and the data mining and analysis module based on the equipment state data stored by the equipment state health file module, a scientific auxiliary decision basis is provided for the efficient operation of the equipment through an informatization and intelligentized means, the decision difficulty of an equipment management department is reduced, and the working intensity of operation and maintenance management personnel is reduced; panoramic information of the equipment is visually displayed on a display platform of the cockpit through a visualization technology, and the production command platform provides intelligent support for accurately mastering equipment state, risk information and safe operation through functions of checking an equipment operation and maintenance strategy, implementing whole process supervision, working plan closed-loop management and control, meteorological disaster risk assessment and the like.
Drawings
Fig. 1 is a schematic structural diagram of a power equipment state monitoring, evaluating and commanding system of the present invention.
Detailed Description
The present invention will be further described with reference to the following embodiments. Wherein the showings are for the purpose of illustration only and are shown by way of illustration only and not in actual form, and are not to be construed as limiting the present patent; to better illustrate the embodiments of the present invention, some parts of the drawings may be omitted, enlarged or reduced, and do not represent the size of an actual product; it will be understood by those skilled in the art that certain well-known structures in the drawings and descriptions thereof may be omitted.
The same or similar reference numerals in the drawings of the embodiments of the present invention correspond to the same or similar components; in the description of the present invention, it should be understood that if there is an orientation or positional relationship indicated by the terms "upper", "lower", "left", "right", etc. based on the orientation or positional relationship shown in the drawings, it is only for convenience of describing the present invention and simplifying the description, but it is not intended to indicate or imply that the referred device or element must have a specific orientation, be constructed in a specific orientation, and be operated, and therefore, the terms describing the positional relationship in the drawings are only used for illustrative purposes and are not to be construed as limiting the present patent, and the specific meaning of the terms may be understood by those skilled in the art according to specific circumstances.
Example 1
Fig. 1 shows an embodiment of a power equipment state monitoring, evaluating and commanding system according to the present invention, which includes a panoramic data integration module, an equipment state health file module, an equipment state monitoring module, an equipment operation and maintenance management and control module, a data mining and analysis module, and a production and command cockpit module:
the panoramic equipment integration module integrates data with a dispatching automation system, an integrated production system, a geographic information system, a remote target center data platform, a dispatching operation management system, a lightning positioning system and a meteorological decision system in a data file sharing mode, realizes access monitoring, data secondary processing, unified modeling and storage of accessed integrated online monitoring data, production operation and maintenance data, dispatching operation data, meteorological environment data and geographic information data through functions of data access, access management, data processing, data storage and the like, and ensures accurate and reliable access of the data and has good retrieval and calculation performance.
The equipment state health archive module receives panoramic data from the panoramic data integration module, takes equipment as an object, and carries out unified modeling and organically fused equipment state data including online monitoring data, production operation and maintenance data, scheduling operation data, meteorological environment data and geographic information data, and carries out persistent storage by using a relational database and a time sequence database, so that data support services are provided for subsequent applications such as equipment state monitoring evaluation and production command.
The equipment state monitoring module mainly realizes the unified management of the on-line monitoring device, the real-time monitoring of the running state of the power equipment, the warning and the issuing of the early warning information, the real-time mastering and judgment of the running state of the equipment, the multidimensional query unification of the monitoring information of different monitoring types of the equipment, the trend contrast analysis of the monitoring information, and the functions of warning, warning processing and warning information statistics query of the abnormal running state of the equipment.
The equipment operation and maintenance management and control module realizes the comprehensive evaluation of the equipment state based on the equipment state health file, the equipment health degree and the importance degree are used as the core equipment operation and maintenance management and control level to make, the equipment differentiation operation and maintenance strategy generation comprehensively considering the factors such as equipment manufacturer suggestions, the operation environment, regional power grid characteristics and the like is realized, the equipment differentiation operation and maintenance plan is automatically generated and the management function is optimized, the decision difficulty of an equipment management department is reduced through informatization and intelligent means, and the working intensity of operation and maintenance managers is reduced.
The data mining analysis module is used for mining the association relationship among the integrated online monitoring data, the production operation and maintenance data, the scheduling operation data, the meteorological environment data and the geographic information data according to the integrated online monitoring data, the production operation and maintenance data, the scheduling operation data, the meteorological environment data and the geographic information data, finding out potential rules, for example, establishing a defect factor association degree model by analyzing the correlation among faults, defects and equipment loads, online monitoring and external environments, and providing scientific auxiliary decision basis for efficient operation of equipment.
The production command cockpit module is a large-screen central platform integrating monitoring, early warning and emergency treatment, and comprises a cockpit display platform and a production command platform. The cockpit display platform visually displays the panoramic information of the equipment through visualization technologies such as graphs, reports, curve graphs and the like, wherein the panoramic information comprises Geographic Information (GIS) of the equipment, monitoring and early warning information and KPI (key performance indicator); the production command platform provides intelligent support for accurately mastering equipment state, risk information and safe operation through the functions of equipment operation and maintenance strategy checking, whole process supervision implementation, work plan closed-loop control and meteorological disaster risk assessment.
It should be understood that the above-described embodiments of the present invention are merely examples for clearly illustrating the present invention, and are not intended to limit the embodiments of the present invention. Other variations and modifications will be apparent to persons skilled in the art in light of the above description. And are neither required nor exhaustive of all embodiments. Any modification, equivalent replacement, and improvement made within the spirit and principle of the present invention should be included in the protection scope of the claims of the present invention.

Claims (1)

1. The utility model provides an electrical equipment state monitoring evaluation and command system which characterized in that, includes that panorama data integration module, equipment state health file module, equipment state monitoring module, equipment fortune dimension management and control module, data mining analysis module and production command cockpit module:
the panoramic data integration module is used for integrating, secondary processing, unified modeling and storing panoramic data, the panoramic data comprises online monitoring data, production operation and maintenance data, scheduling operation data, meteorological environment data and geographic information data, and the panoramic data is transmitted to the equipment state health file module;
the equipment state health file module receives panoramic data from the panoramic data integration module, the panoramic data is subjected to unified modeling and organic fusion to obtain equipment state data, and the equipment state data is durably stored in the equipment state health file module;
the equipment state monitoring module is used for mastering and judging the running state of the equipment in real time based on the equipment state data stored by the equipment state health file module;
the equipment operation and maintenance management and control module makes comprehensive evaluation on the running state of the equipment according to the equipment operation and maintenance management and control level based on the equipment state data stored by the equipment state health file module;
the data mining and analyzing module is used for mining and analyzing the correlation among the equipment state data and establishing a defect factor correlation degree model based on the equipment state data stored by the equipment state health file module;
the production commanding cockpit module is connected with the equipment state monitoring module, the equipment operation and maintenance management and control module and the data mining and analyzing module, and is used for visually displaying the panoramic information of the equipment through a visualization technology and carrying out production commanding based on the grasped equipment running state;
wherein: the panoramic data integration module integrates data with a dispatching automation system, an integrated production system, a geographic information system, a remote diagnosis center data platform, a dispatching operation management system, a lightning positioning system and a meteorological decision-making system in an ETL (extract transform and load) mode, a Web Service mode and a data file sharing mode;
the content of real-time grasping and judging of the running state of the equipment comprises the multidimensional query unification of monitoring information of different monitoring types of the equipment, the trend analysis of the monitoring information, the alarm of the abnormal running state of the equipment, the alarm processing and the statistic query of the alarm information;
the comprehensive evaluation of the equipment operation and maintenance control module takes the health degree and the importance degree of equipment as core equipment to formulate an operation and maintenance control grade, and generates an equipment differentiated operation and maintenance strategy and an operation and maintenance plan which comprehensively consider the influence factors of equipment manufacturer suggestions, operation environment and regional power grid characteristics;
the data mining analysis module is used for mining the incidence relation among online monitoring data, production operation and maintenance data, scheduling operation data, meteorological environment data and geographic information data, and establishing a defect factor incidence model by analyzing the correlation among faults, defects, equipment loads, online monitoring and external environments;
the production commanding cockpit module is a central platform integrating monitoring, early warning and emergency treatment, and comprises a cockpit display platform for displaying panoramic information of equipment and a production commanding platform for supporting safe operation of the equipment;
the cockpit display platform visually displays panoramic information of the equipment through visualization technologies such as graphs, reports and graphs, wherein the panoramic information comprises Geographic Information (GIS) of the equipment, monitoring and early warning information and KPI (key performance indicator); the production command platform masters the state of the equipment, risk information and safe operation through the functions of checking the operation and maintenance strategy of the equipment, implementing overall process supervision, closed-loop control of a work plan and risk assessment of meteorological disasters;
the equipment state health record module is used for carrying out persistent storage by a relational database and a time sequence database.
CN201810055098.9A 2018-01-19 2018-01-19 Power equipment state monitoring evaluation and command system Active CN108279650B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201810055098.9A CN108279650B (en) 2018-01-19 2018-01-19 Power equipment state monitoring evaluation and command system

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201810055098.9A CN108279650B (en) 2018-01-19 2018-01-19 Power equipment state monitoring evaluation and command system

Publications (2)

Publication Number Publication Date
CN108279650A CN108279650A (en) 2018-07-13
CN108279650B true CN108279650B (en) 2020-06-09

Family

ID=62804295

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201810055098.9A Active CN108279650B (en) 2018-01-19 2018-01-19 Power equipment state monitoring evaluation and command system

Country Status (1)

Country Link
CN (1) CN108279650B (en)

Families Citing this family (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109709936A (en) * 2018-12-24 2019-05-03 广州供电局有限公司 Equipment running status monitoring method, device, computer equipment and storage medium
CN109727897A (en) * 2018-12-29 2019-05-07 上海华力微电子有限公司 Defect monitoring analysis system and method

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2003202918A (en) * 2002-01-08 2003-07-18 Yamatake Corp Engineering supporting system and its method
CN104484828A (en) * 2014-11-14 2015-04-01 中国南方电网有限责任公司超高压输电公司检修试验中心 Logistic regression-based high-voltage electrical appliance operation quality assessment method and system
CN105956789A (en) * 2016-05-24 2016-09-21 国网四川省电力公司 Quantitative risk evaluation method for power equipment based on state evaluation
CN106327062A (en) * 2016-08-11 2017-01-11 中国南方电网有限责任公司电网技术研究中心 Method for evaluating state of power distribution network equipment

Family Cites Families (14)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2012018589A (en) * 2010-07-09 2012-01-26 Yokogawa Electric Corp Apparatus data display device and apparatus data display method
CN102570601B (en) * 2011-11-09 2014-02-12 南方电网科学研究院有限责任公司 Transformer substation control cabin technology
CN102664951B (en) * 2012-04-25 2015-06-24 云南电力试验研究院(集团)有限公司电力研究院 Electric power system resource integration method based on mobile cloud computing
CN103049826B (en) * 2013-01-06 2016-05-11 中国南方电网有限责任公司超高压输电公司检修试验中心 Automated system is safeguarded in operation of power networks
CN103679561B (en) * 2013-12-24 2017-01-04 云南电力调度控制中心 A kind of power scheduling runs display system architecture and its implementation of driving cabin
CN103995967A (en) * 2014-05-20 2014-08-20 国家电网公司 Power grid device service life evaluation platform based on multiple characteristic parameters
CN104217110B (en) * 2014-09-01 2017-09-01 深圳供电局有限公司 A kind of the GIS state evaluating methods and device of the analysis of utilization benchmark state
CN104463444B (en) * 2014-11-28 2017-10-17 国网河南省电力公司平顶山供电公司 A kind of electric power system intelligent management driving cabin
CN104537573A (en) * 2014-12-17 2015-04-22 国家电网公司 Power grid operation information panoramic visualized display system
CN105448154A (en) * 2015-09-21 2016-03-30 中国南方电网有限责任公司 Integrated-platform-based substation operation training cabin
CN105278373A (en) * 2015-10-16 2016-01-27 中国南方电网有限责任公司电网技术研究中心 Substation integrated information processing system realizing method
CN105574652B (en) * 2015-12-10 2020-08-18 国网山东省电力公司经济技术研究院 Intelligent power distribution network planning big data management and control system and method
CN105893516B (en) * 2016-03-30 2018-08-07 国家电网公司 Based on power distribution network fortune inspection cockpit of the battalion with adjusting data and its application
CN107368955A (en) * 2017-06-29 2017-11-21 广西电网有限责任公司 The implementation method of power grid risk, equipment Risk and operating risk integration linkage

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2003202918A (en) * 2002-01-08 2003-07-18 Yamatake Corp Engineering supporting system and its method
CN104484828A (en) * 2014-11-14 2015-04-01 中国南方电网有限责任公司超高压输电公司检修试验中心 Logistic regression-based high-voltage electrical appliance operation quality assessment method and system
CN105956789A (en) * 2016-05-24 2016-09-21 国网四川省电力公司 Quantitative risk evaluation method for power equipment based on state evaluation
CN106327062A (en) * 2016-08-11 2017-01-11 中国南方电网有限责任公司电网技术研究中心 Method for evaluating state of power distribution network equipment

Also Published As

Publication number Publication date
CN108279650A (en) 2018-07-13

Similar Documents

Publication Publication Date Title
US20180210479A1 (en) Microgrid model based automated real time simulation for market based electric power system optimization
CN102368634B (en) Unified information platform system for state monitoring of intelligent transformer substation
Chen et al. Complex event processing for the internet of things and its applications
CN105574652B (en) Intelligent power distribution network planning big data management and control system and method
Deng et al. A research on subway physical vulnerability based on network theory and FMECA
CN105467946B (en) A kind of aluminum electrolysis accurately perceives and Intelligent Decision-making Method and MES system
CN104503399B (en) The regimental Wind turbines status monitoring of one kind collection and fault diagnosis platform
CN105353702B (en) Intelligent monitoring system for high-voltage equipment
CN103715767B (en) Intelligent grid information integerated and display platform
CN105553957A (en) Network safety situation awareness early-warning method and system based big data
CN105171748A (en) Remote state monitoring method and system for robots and robot production line equipment
CN108564254B (en) Power distribution equipment state visualization platform based on big data
US20080195576A1 (en) Method, and Computer Based-System and Virtual Asset Register
CN203324773U (en) Wind farm centralized control system
CN108830462A (en) A kind of pipe gallery wisdom operation management platform and method
CN103441571A (en) Integrated monitoring system information platform for transformer substation
CN203325039U (en) Routing-inspection supporting system for power transformation operation and maintenance
CN105425711A (en) Integrated management system of intelligent building
CN102681518B (en) Cable network running integrated management system and intelligent control platform
CN105914881B (en) A kind of intelligent substation advanced application system
CN101714780A (en) Relay protection running management information system
CN106529764A (en) 3D visualized smart water affairs operation system
CN103559562A (en) Power grid intelligent operation system and achieving method thereof
CN104965481A (en) Water treatment monitoring platform based on cloud computing
CN102193555B (en) Panoramic-state monitoring system for centralized control centers

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
GR01 Patent grant
GR01 Patent grant