CN106712296A - Online monitoring and managing system for electric power - Google Patents

Online monitoring and managing system for electric power Download PDF

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Publication number
CN106712296A
CN106712296A CN201710023689.3A CN201710023689A CN106712296A CN 106712296 A CN106712296 A CN 106712296A CN 201710023689 A CN201710023689 A CN 201710023689A CN 106712296 A CN106712296 A CN 106712296A
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China
Prior art keywords
data
electricity
subsystem
module
management system
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CN201710023689.3A
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Chinese (zh)
Inventor
杜岱弼
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Shenzhen Qianhai Electric Energy Technology Co Ltd
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Shenzhen Qianhai Electric Energy Technology Co Ltd
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Priority to CN201710023689.3A priority Critical patent/CN106712296A/en
Publication of CN106712296A publication Critical patent/CN106712296A/en
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    • H02J13/0075
    • 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
    • Y02EREDUCTION OF GREENHOUSE GAS [GHG] EMISSIONS, RELATED TO ENERGY GENERATION, TRANSMISSION OR DISTRIBUTION
    • Y02E60/00Enabling technologies; Technologies with a potential or indirect contribution to GHG emissions mitigation
    • 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
    • Y02P80/00Climate change mitigation technologies for sector-wide applications
    • Y02P80/10Efficient use of energy, e.g. using compressed air or pressurized fluid as energy carrier
    • 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
    • Y04INFORMATION OR COMMUNICATION TECHNOLOGIES HAVING AN IMPACT ON OTHER TECHNOLOGY AREAS
    • Y04SSYSTEMS 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
    • Y04S40/00Systems for electrical power generation, transmission, distribution or end-user application management characterised by the use of communication or information technologies, or communication or information technology specific aspects supporting them
    • Y04S40/12Systems for electrical power generation, transmission, distribution or end-user application management characterised by the use of communication or information technologies, or communication or information technology specific aspects supporting them characterised by data transport means between the monitoring, controlling or managing units and monitored, controlled or operated electrical equipment
    • Y04S40/126Systems for electrical power generation, transmission, distribution or end-user application management characterised by the use of communication or information technologies, or communication or information technology specific aspects supporting them characterised by data transport means between the monitoring, controlling or managing units and monitored, controlled or operated electrical equipment using wireless data transmission

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  • Remote Monitoring And Control Of Power-Distribution Networks (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)

Abstract

The invention is applicable to the technical field of electrical power systems, and provides an online monitoring and managing system for electric power. The system comprises a running and collecting subsystem, an electric energy monitoring subsystem and an electric energy analysis cloud platform which are interconnected; the running and collecting subsystem is used for collecting, filtering and/or transforming relevant data of electricity for running; the electric energy monitoring subsystem is used for monitoring electric energy and load data; the electric energy analysis cloud platform is used for analyzing data of the running and collecting subsystem and/or the electric energy monitoring subsystem and carries out prediction and/or management operation. The online monitoring and managing system for the electric power provided by the invention effectively solves the problems of contradiction between supply and requirement, low power consumption efficiency of an electrical power system, slightly higher electricity cost, non-optimized electricity characteristics and potential safety hazards in electricity utilization in the prior art, can meet the electricity demand of social development, can pointedly solve difficulties and problems of electricity customers, and provides convenience for efficiently managing electricity selling enterprises and other electricity service enterprises.

Description

A kind of on-line monitoring management system of electric power
Technical field
The invention belongs to technical field of power systems, more particularly to a kind of electric power on-line monitoring management system.
Background technology
With the propulsion of electric Power Reform, under the background that imbalance between supply and demand is protruded, demand Side Management is subject to various circles of society Extensive concern.Improve power consumption efficiency, save grid electricity fee cost, optimization electrical characteristics, improve Electrical Safety etc., have become each use Electric client or even the common recognition of the whole society.The opening of sale of electricity side, even more to customer electricity in need for electricity prediction, business electrical pipe Reason, power supply service propose requirement higher.
In the prior art, some electrical power energy management system software by means of computer, communication equipment, metering protective device Deng being that real-time data acquisition, on off state detection and the remote control of system provide the foundation platform.The electric power monitoring system can The total solution of " monitoring integration " is provided with for enterprise, mainly includes real time historical database AcrSpace, industry certainly Dynamicization configuration software AcrControl, power automation software AcrNetPower, " soft " control strategy software AcrStrategy, Communication gateway server AcrFieldComm, OPC product, web portal instrument etc., can be widely applied to IT application in enterprises, DCS system, PLC system, SCADA system.
But, prior art fails to meet the demand of social development, fails pointedly to solve terminal Electricity customers electricity consumption The problem of the customer electricity management hardly possible of the power supply service such as difficult point pain spot and sale of electricity enterprise enterprise.
The content of the invention
The embodiment of the present invention provides a kind of on-line monitoring management system of electric power, it is intended to solve imbalance between supply and demand in the prior art Prominent, power system power consumption efficiency is low, grid electricity fee cost is higher, do not optimized with electrical characteristics, electricity consumption has potential safety hazard, energy Enough meet the need for electricity of social development, can pointedly solve the electricity consumption difficult point pain spot of terminal Electricity customers and conveniently sell The efficient management of the power supply service enterprise such as electric enterprise.
The embodiment of the present invention is achieved in that the on-line monitoring management system for providing a kind of electric power, the on-line monitoring Management system includes the operation acquisition subsystem, energy monitor subsystem and the power analysis cloud platform that are connected with each other;The fortune Row acquisition subsystem, for gathering, filtering and/or converting operation electricity consumption related data;The energy monitor subsystem, for supervising Survey electric energy, load data;The power analysis cloud platform, for analyzing the operation acquisition subsystem and/or electric energy prison The data of subsystem are surveyed, and is predicted and/or is managed operation.
The on-line monitoring management system of electric power provided in an embodiment of the present invention, including the operation collection subsystem being connected with each other System, energy monitor subsystem and power analysis cloud platform, are gathered, filter and/or are converted by the operation acquisition subsystem Operation electricity consumption related data, electric energy, load data are monitored by the energy monitor subsystem, and by the power analysis cloud The data of acquisition subsystem and/or the energy monitor subsystem are run described in Platform Analysis, and is predicted and/or is managed behaviour Make, efficiently solve the protrusion of imbalance between supply and demand in the prior art, power system power consumption efficiency is low, grid electricity fee cost is higher, use electrical characteristics Do not optimize, electricity consumption has potential safety hazard, disclosure satisfy that the need for electricity of social development, can pointedly solve terminal use The electricity consumption difficult point pain spot of electric client and facilitate the efficient management of the power supply service enterprise such as sale of electricity enterprise.
Brief description of the drawings
Fig. 1 is the module frame chart of the on-line monitoring management system of electric power provided in an embodiment of the present invention;
Fig. 2 is the module frame chart of the concrete application of on-line monitoring management system one example of electric power provided in an embodiment of the present invention.
Specific embodiment
In order to make the purpose , technical scheme and advantage of the present invention be clearer, it is right below in conjunction with drawings and Examples The present invention is further elaborated.It should be appreciated that the specific embodiments described herein are merely illustrative of the present invention simultaneously It is not used in the restriction present invention.Wherein, in the present invention, and/or refer to any combination, for example A and/or B, be specifically as follows A, B, A and B these three logical relations.
Embodiment one
Fig. 1 is referred to, Fig. 1 is the module frame chart of the on-line monitoring management system of electric power provided in an embodiment of the present invention, this The on-line monitoring management system of the electric power of embodiment includes but is not limited to the operation acquisition subsystem 10, energy monitor being connected with each other Subsystem 11 and power analysis cloud platform 12.
It should be noted that in the present embodiment, the operation acquisition subsystem 10 is used to gather, filter and/or convert Operation electricity consumption related data;The energy monitor subsystem 11 is used to monitor electric energy, load data;The power analysis cloud platform 12, for analyze it is described operation acquisition subsystem 10 and/or the energy monitor subsystem 11 data, and be predicted and/ Or management operation.
In a particular embodiment, the operation acquisition subsystem 10 includes but is not limited to master station module, acquisition module and biography Sensor module:Data communication form between the master station module and the acquisition module is assisted including Q-GDW 1376.1-2013 View form, and the data communication form between the master station module and the sensor assembly includes Q-GDW 1376.1-2013 Protocol format.In this way, the operation acquisition subsystem 10 of the present embodiment can gather user power utilization data and high-voltage board Operation related data etc., for energy-saving electricity, safety utilization of electric power provide data basis.
It is noted that the data of the acquisition module of the present embodiment and the sensor assembly can be by GPRS Mode access internet and transmitted.
In specific implementation process, it is described operation acquisition subsystem 10 specifically may be used to provide Electricity customers ammeter, The maintenance of information module of collector, transformer, high-voltage board, switch cubicle and/or low-voltage cabinet, the acquisition module can be used for collection Ammeter data, the sensor assembly can be used for collecting temperature, humidity and/or barometric information etc..Wherein, the fortune of the present embodiment Row acquisition subsystem 10 can with automatic data collection, filtering, conversion electricity consumption related data, meanwhile, collection can also support multithreading, disconnected Point mends the function of copying.Additionally, the operation acquisition subsystem 10 of the present embodiment can also provide the self-defined maintenance of each anomalous event Module, and be responsible for being operated to described synchrodata of energy monitor subsystem 11 etc..
It is pointed out that in the present embodiment, the energy monitor subsystem 11 include but is not limited to be used for figure, Chart is combined the visual power monitoring module of offer;Custom menu authority is provided, power consumption index is custom-configured, is made by oneself Adopted alarm module.In a preferred embodiment, the energy monitor subsystem 11 can also be provided according to charging regulation, self-defined right Than electricity charge save space functional module, meanwhile, it is additionally operable to) it is responsible for the synchrodata of power analysis cloud platform 12.
Additionally, the energy monitor subsystem 11 can be also used for providing data to user terminal A PP.
It is not difficult to find out, the present embodiment energy monitor subsystem 11 provides electric energy on-line monitoring clothes for big industry and commerce user Business, is custom power energy-conservation, and Electrical Safety provides the solution of specialty, during concrete application, it is possible to achieve electricity is supervised Control, voltage x current monitoring, power factory monitoring, load factor monitoring, high-voltage board humidity control, high-voltage board air pressure monitor, high-voltage board Monitoring temperature etc., and abnormal Real-time Alarm is provided.
In the present embodiment, the power analysis cloud platform 12 can predict mould by the data analysis based on population data Type, analysis prediction power load.
Specifically, the power analysis cloud platform 12 can also realize following function module:
Including for providing equipment operation management module, repair and maintenance service under joint line carries out Life cycle pipe to equipment Reason, and set up model analysis prediction equipment fault defect situation;
Including for the form result according to statistical analysis, and show that the index of all kinds of indexs can by visual mode Depending on changing module;
Predicted the outcome data for being responsible for providing analysis to the energy monitor subsystem 11 and user terminal A PP;
The system administration mould that Various types of data configure, represented, user management, role distribute is defined for providing user configuring Block.
Understandable to be, the power analysis cloud platform 12 of the present embodiment is that conglomerate and sale of electricity enterprise provide and become more meticulous The management of power use and differentiation Demand-side service, for conglomerate's energy-conservation and the sale of electricity service of sale of electricity enterprise provide intuitively, specialty Solution, wherein it is possible to including electricity consumption behavioural analysis, Electrical Safety analysis, electricity transaction analysis, recording, checking, and charging management, visitor Family relation management, energy efficiency management etc..
It should be noted that the interface data acquisition mode of the on-line monitoring management system of the embodiment of the present invention includes DBLINK, WebService and ETL.Wherein, visual mode include by data in WEB page by based on geographical graphic Engine, and dynamic chart by flash represents.
In other embodiments, the on-line monitoring management system of electric power of the invention can also be provided more according to actual needs Many practicality, beneficial to the functional module promoted the use of, including but not limited to following several ways:
1. section takes model:The electricity charge are provided and save scheme;For example, different users can be directed to and formulates different preferential systems Degree, or according to the electric power scale of sale of electricity company, formulation is conducive to the fare paths of company and user.
2. electricity, load forecasting model:For example, model can be set up according to the data of collection, provides specific according to model Saving electricity charge approach, as purchase sale of electricity provide support.
3. bug prediction model:Can be according to the data of collection, under the various condition elements of prediction, the event that equipment is likely to occur Barrier etc., is taken precautions against maintenance in advance, with this lifting means life-span, improves security.
4. safety utilization of electric power alerts model:For example, mode can be occurred according to conventional potential safety hazard, is judged in advance, And early warning etc. is given, with the electricity consumption that ensures safety.
By above-described embodiment, instant invention overcomes the deficiencies in the prior art, and for terminal client and sale of electricity company electricity Energy management system is immature, it is a kind of based on Internet of Things, cloud concept, " the scientific, information sharing of collection of big data technology to propose Change, analysis science, result visualization ", it is adaptable to sale of electricity company, the information system of the electric energy online management of mesolow terminal user System.The on-line monitoring management system of the embodiment of the present invention is built using sophisticated software architectural framework, by subsystems, is put down Cooperation between platform or module, accomplishes information Real-Time Sharing, and all basic datas and service data subtract by system automatic data collection The error that few manual operation error tape comes, improves the accuracy and stability of service data, mitigates enterprise's electric work burden.Together When, software application is realized using visual data display and Real-time Alarm, the convenience of lifting system, practicality.
In sum, the embodiment of the present invention efficiently solves the protrusion of imbalance between supply and demand in the prior art, power system electricity consumption effect Rate is low, grid electricity fee cost is higher, do not optimized with electrical characteristics, electricity consumption has potential safety hazard, disclosure satisfy that the use of social development Electric demand, can pointedly solve the electricity consumption difficult point pain spot of terminal Electricity customers and facilitate the power supply services such as sale of electricity enterprise to look forward to The efficient management of industry.
Embodiment two
Please referring particularly to Fig. 2, Fig. 2 is the concrete application of on-line monitoring management system one of electric power provided in an embodiment of the present invention The module frame chart of example.
It is not difficult to find out from Fig. 2, in terminal device layer, acquisition module is sensed the present invention by way of ammeter or sensor Device is acquired on the index of the influence high voltage electric safety such as air pressure, humidity, temperature of high-voltage board;Ammeter to the load of electricity consumption, Electric current, voltage, etc. electricity consumption data be acquired.
Data, by the GPRS transmission of Communication Layer, are transferred to above-mentioned master station module after acquisition terminal is uniformly processed, And the preposition Communications service and parsing by preposition analytic sheaf carry out Q-GDW 1376.1-2013 protocol conversions for service operation number According to so as to realize gathered data unified channel, reduction hardware cost, software maintenance cost.Finally, data are by database (bag Include acquisition database and Base data platform) and application layer Web server, enter between interface server and application server Row transmission, analysis and treatment, finally realize the prediction and/or management operation of the system.
It is not difficult to find out, the present embodiment uses B/S structures (i.e. browser and server structure), while employing user terminal (mobile terminal) and figure show.User is only needed to by browser and the system that can access the present embodiment, is appointed without installing What client.The embodiment of the present invention has preferably done graphical representation to important data, make user to whole electricity consumption situation more Plus it is simple and clear.User can understand electricity consumption situation by user terminal whenever and wherever possible, and abnormality alarming to system rings in time Should, potential safety hazard is reduced, reduce electric cost;Meanwhile, sale of electricity company and group customer can by way of map a mesh Right management and subsidiary's electricity consumption situation of monitoring subordinate.
It is pointed out that the embodiment of the present invention can also carry out a point group to customer electricity, set up load forecasting model, lack Failure predication model is fallen into, accurately prediction client following power load, equipment safety situation.System is to client's essential information (industry, enterprise management condition, the production schedule), power information (transformer capacity, electrical equipment, voltage class, metering method), Electricity consumption behavior (peak Pinggu, the electricity electricity charge, maximum demand, equipment operation condition) carry out point group filing, according to history electricity consumption situation, The data such as industrial characteristic, the production schedule and other economic extraneous factors (Economic Climate index, weather condition etc.), by time sequence Row predicted method, forecasting by regression analysis, set up forecast model, the power consumption of Accurate Prediction client, power load and associated safety Hidden danger.
It is noted that the embodiment of the present invention can possess good autgmentability by this kind of framework mode, for example lead to System management module is crossed, setting, analysis prediction mould can be copied with flexible configuration gathered data, collection frequency time, self-defined benefit The configuration of the type factor, interface configuration, system journal configuration etc..
In the present embodiment, the embodiment of the present invention considers to be disposed from network security technology aspect, is realizing application system In the case of system security, integrality, the degree of coupling of data Layer and Business Logic is reduced.Server is divided into database service Device and application processing server, can more meet the demand to user's visit capacity, traffic handing capacity and data storage, realize from visitor Security reliability of the family application end to business service end.
Meanwhile, sandwich construction has good retractility, security, stability, easy care, quick response, system to extend Flexibly.As the subdivision of hierarchical structure, the function of each layer are clearly demarcated, system architecture is more and more flexible, and high cohesion is low between disparate modules Coupling, the scalability maintainability of system are become better and better.The system of high cohesion lower coupling has more preferable reusability, safeguards Property, autgmentability can be with the Maintenance Development of more efficient completion system, the development of lasting support business.
The embodiment of the present invention efficiently solves the protrusion of imbalance between supply and demand in the prior art, and power system power consumption efficiency is low, the electricity charge High expensive, do not optimized with electrical characteristics, there is potential safety hazard in electricity consumption, disclosure satisfy that the need for electricity of social development, energy Pointedly solve the electricity consumption difficult point pain spot of terminal Electricity customers and facilitate the efficient pipe of the power supply service enterprise such as sale of electricity enterprise Reason.
Presently preferred embodiments of the present invention is the foregoing is only, is not intended to limit the invention, it is all in essence of the invention Any modification, equivalent and improvement made within god and principle etc., should be included within the scope of the present invention.

Claims (10)

1. the on-line monitoring management system of a kind of electric power, it is characterised in that the on-line monitoring management system includes being connected with each other Operation acquisition subsystem, energy monitor subsystem and power analysis cloud platform;
The operation acquisition subsystem, for gathering, filtering and/or converting operation electricity consumption related data;
The energy monitor subsystem, for monitoring electric energy, load data;
The power analysis cloud platform, the number for analyzing the operation acquisition subsystem and/or the energy monitor subsystem According to, and be predicted and/or manage operation.
2. it is as claimed in claim 1 to monitor management system on-line, it is characterised in that the operation acquisition subsystem includes:It is main Stand module, acquisition module and sensor assembly, the data communication form between the master station module and the acquisition module includes Q-GDW 1376.1-2013 protocol formats, the data communication form between the master station module and the sensor assembly includes Q-GDW 1376.1-2013 protocol formats.
3. it is as claimed in claim 2 to monitor management system on-line, it is characterised in that the acquisition module and the sensor die The data of block are accessed internet and are transmitted by way of GPRS.
4. management system is monitored on-line as claimed in claim 2 or claim 3, it is characterised in that the operation acquisition subsystem is specific Maintenance of information module for providing Electricity customers ammeter, collector, transformer, high-voltage board, switch cubicle and/or low-voltage cabinet, institute State acquisition module is used for collecting temperature, humidity and/or barometric information for gathering ammeter data, the sensor assembly.
5. it is as claimed in claim 1 to monitor management system on-line, it is characterised in that the energy monitor subsystem includes:
For being combined the visual power monitoring module of offer with figure, chart;
Custom menu authority is provided, power consumption index, self-defined alarm module is custom-configured.
6. it is as claimed in claim 5 to monitor management system on-line, it is characterised in that the energy monitor subsystem, it is additionally operable to Data are provided to user terminal A PP.
7. it is as claimed in claim 1 to monitor management system on-line, it is characterised in that the power analysis cloud platform, by base In the data analysis forecast model of population data, analysis prediction power load.
8. it is as claimed in claim 1 to monitor management system on-line, it is characterised in that the power analysis cloud platform:
Including for providing equipment operation management module, repair and maintenance service under joint line carries out lifecycle management to equipment, and Set up model analysis prediction equipment fault defect situation;
Including for the form result according to statistical analysis, and show that the index of all kinds of indexs is visualized by visual mode Module;
Predicted the outcome data for being responsible for providing analysis to the energy monitor subsystem and user terminal A PP;
The system management module that Various types of data configure, represented, user management, role distribute is defined for providing user configuring.
9. the on-line monitoring management system as described in claim 1,2,5 or 8, it is characterised in that the on-line monitoring management system The interface data acquisition mode of system includes DBLINK, WebService and ETL.
10. the on-line monitoring management system as described in claim 5 or 8, it is characterised in that visual mode is included data Represented by the dynamic chart based on geographical graphic engine, and by flash in WEB page.
CN201710023689.3A 2017-01-09 2017-01-09 Online monitoring and managing system for electric power Pending CN106712296A (en)

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Cited By (9)

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CN108051672A (en) * 2017-12-11 2018-05-18 国网山东省电力公司郓城县供电公司 A kind of power equipment safety monitoring system and monitoring method
CN109523115A (en) * 2018-12-29 2019-03-26 国网信通亿力科技有限责任公司 A kind of analysis system based on electricity consumption data
CN110867964A (en) * 2019-11-26 2020-03-06 胡维东 Intelligent electricity utilization safety monitoring method based on Internet of things and main control computer
CN110867062A (en) * 2019-12-03 2020-03-06 国家电网有限公司 Load prediction data acquisition system based on wireless transmission
CN111582725A (en) * 2020-05-09 2020-08-25 河南许继仪表有限公司 Orderly power utilization management system and method for farmland drainage and irrigation platform area
CN113241847A (en) * 2021-03-23 2021-08-10 广东鹰视能效科技有限公司 Power distribution and electric equipment power operation data acquisition and online monitoring system
CN113376456A (en) * 2021-05-01 2021-09-10 辽宁能量云智能科技有限公司 Cloud platform-based method for analyzing and managing electric quantity and electric charge of large electric power user
CN117895659A (en) * 2024-03-14 2024-04-16 山东理工大学 Automatic scheduling method and system for smart power grid
CN118569510A (en) * 2024-07-31 2024-08-30 浙江大成工程项目管理有限公司 Power load supervision system based on cloud platform

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CN103606918A (en) * 2013-11-26 2014-02-26 国家电网公司 Electric power system load monitoring and energy consumption management system and implementation method thereof
CN103855808A (en) * 2014-03-26 2014-06-11 四川启明星蜀达电气有限公司 PPCloud-based intelligent household power efficiency analysis system and method

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CN103259335A (en) * 2013-04-11 2013-08-21 国家电网公司 Intelligent demand response and demand side optimizing operation system
CN103606918A (en) * 2013-11-26 2014-02-26 国家电网公司 Electric power system load monitoring and energy consumption management system and implementation method thereof
CN103855808A (en) * 2014-03-26 2014-06-11 四川启明星蜀达电气有限公司 PPCloud-based intelligent household power efficiency analysis system and method

Cited By (11)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN108051672A (en) * 2017-12-11 2018-05-18 国网山东省电力公司郓城县供电公司 A kind of power equipment safety monitoring system and monitoring method
CN109523115A (en) * 2018-12-29 2019-03-26 国网信通亿力科技有限责任公司 A kind of analysis system based on electricity consumption data
CN110867964A (en) * 2019-11-26 2020-03-06 胡维东 Intelligent electricity utilization safety monitoring method based on Internet of things and main control computer
CN110867062A (en) * 2019-12-03 2020-03-06 国家电网有限公司 Load prediction data acquisition system based on wireless transmission
CN111582725A (en) * 2020-05-09 2020-08-25 河南许继仪表有限公司 Orderly power utilization management system and method for farmland drainage and irrigation platform area
CN113241847A (en) * 2021-03-23 2021-08-10 广东鹰视能效科技有限公司 Power distribution and electric equipment power operation data acquisition and online monitoring system
CN113241847B (en) * 2021-03-23 2024-01-30 广东鹰视能效科技有限公司 Power distribution and electric equipment power operation data acquisition and on-line monitoring system
CN113376456A (en) * 2021-05-01 2021-09-10 辽宁能量云智能科技有限公司 Cloud platform-based method for analyzing and managing electric quantity and electric charge of large electric power user
CN117895659A (en) * 2024-03-14 2024-04-16 山东理工大学 Automatic scheduling method and system for smart power grid
CN117895659B (en) * 2024-03-14 2024-05-31 山东理工大学 Automatic scheduling method and system for smart power grid
CN118569510A (en) * 2024-07-31 2024-08-30 浙江大成工程项目管理有限公司 Power load supervision system based on cloud platform

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Application publication date: 20170524