CN105719058A - Electric power demand-side management auxiliary decision support system - Google Patents
Electric power demand-side management auxiliary decision support system Download PDFInfo
- Publication number
- CN105719058A CN105719058A CN201610023384.8A CN201610023384A CN105719058A CN 105719058 A CN105719058 A CN 105719058A CN 201610023384 A CN201610023384 A CN 201610023384A CN 105719058 A CN105719058 A CN 105719058A
- Authority
- CN
- China
- Prior art keywords
- dsm
- management
- data
- management system
- module
- 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
Links
- 238000004458 analytical method Methods 0.000 claims abstract description 16
- 238000004088 simulation Methods 0.000 claims abstract description 12
- 238000013461 design Methods 0.000 claims abstract description 7
- 238000004134 energy conservation Methods 0.000 claims abstract description 4
- 238000007726 management method Methods 0.000 claims description 111
- 230000005611 electricity Effects 0.000 claims description 14
- 238000007418 data mining Methods 0.000 claims description 9
- 238000012545 processing Methods 0.000 claims description 9
- 239000000203 mixture Substances 0.000 claims description 6
- 238000013523 data management Methods 0.000 claims description 5
- 238000011161 development Methods 0.000 claims description 4
- 238000000034 method Methods 0.000 claims description 4
- 230000008520 organization Effects 0.000 claims description 4
- 230000008901 benefit Effects 0.000 claims description 3
- 238000004891 communication Methods 0.000 claims description 3
- 238000007405 data analysis Methods 0.000 claims description 3
- 238000013210 evaluation model Methods 0.000 claims description 3
- 238000009472 formulation Methods 0.000 claims description 3
- 230000003447 ipsilateral effect Effects 0.000 claims description 3
- 238000013439 planning Methods 0.000 claims description 3
- 230000009471 action Effects 0.000 claims description 2
- 230000026676 system process Effects 0.000 claims description 2
- 238000011156 evaluation Methods 0.000 abstract description 2
- 238000010586 diagram Methods 0.000 description 5
- 230000000694 effects Effects 0.000 description 2
- 238000005516 engineering process Methods 0.000 description 2
- 230000009286 beneficial effect Effects 0.000 description 1
- 239000008358 core component Substances 0.000 description 1
- 238000000151 deposition Methods 0.000 description 1
- 230000005284 excitation Effects 0.000 description 1
- 230000006698 induction Effects 0.000 description 1
- 230000003993 interaction Effects 0.000 description 1
- 230000002452 interceptive effect Effects 0.000 description 1
- 230000008569 process Effects 0.000 description 1
- 230000001737 promoting effect Effects 0.000 description 1
- 238000011160 research Methods 0.000 description 1
- 230000009897 systematic effect Effects 0.000 description 1
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
- G06Q10/063—Operations research, analysis or management
- G06Q10/0631—Resource planning, allocation, distributing or scheduling for enterprises or organisations
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
- G06Q10/063—Operations research, analysis or management
- G06Q10/0639—Performance analysis of employees; Performance analysis of enterprise or organisation operations
- G06Q10/06393—Score-carding, benchmarking or key performance indicator [KPI] analysis
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
- G06Q50/06—Energy or water supply
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02P—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
- Y02P90/00—Enabling technologies with a potential contribution to greenhouse gas [GHG] emissions mitigation
- Y02P90/80—Management or planning
- Y02P90/82—Energy audits or management systems therefor
Landscapes
- Business, Economics & Management (AREA)
- Human Resources & Organizations (AREA)
- Engineering & Computer Science (AREA)
- Economics (AREA)
- Strategic Management (AREA)
- Entrepreneurship & Innovation (AREA)
- General Physics & Mathematics (AREA)
- General Business, Economics & Management (AREA)
- Educational Administration (AREA)
- Marketing (AREA)
- Theoretical Computer Science (AREA)
- Development Economics (AREA)
- Tourism & Hospitality (AREA)
- Physics & Mathematics (AREA)
- Quality & Reliability (AREA)
- Game Theory and Decision Science (AREA)
- Operations Research (AREA)
- Health & Medical Sciences (AREA)
- Public Health (AREA)
- Water Supply & Treatment (AREA)
- General Health & Medical Sciences (AREA)
- Primary Health Care (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
Abstract
The invention discloses an electric power demand-side management auxiliary decision support system. The system comprises a display device, a file server, a multimedia server, a network server, an application server, a control and management system and a data server. The data server is connected with the control and management system, the control and management system is connected with the application server, the applications server is connected with the display device, and the file server, the multimedia server and the network server are simultaneously connected with the display device and the application server. The electric power demand-side management auxiliary decision support system comprises such large data information as model database, a database, a knowledge data and the like, performs project design on demand-side management, carries out simulation operation and observation analysis on energy conservation and power conservation, load analysis, peak-avoiding management and policy simulation, then carries out integrated evaluation on a project, forms case management and obtains useful basic data, provides decision support of the demand-side management for governments or power companies, and facilitates conduction of demand-side management work.
Description
Technical field
The present invention relates to a kind of demand Side Management auxiliary decision-making support system, belong to DSM technology field.
Background technology
Demand Side Management (PowerDemandSideManagement) is called for short DSM; refer to and take effective excitation and induction measure and suitable function mode; jointly pull together with user; by improving terminal power consumption efficiency and optimizing power mode; complete equally with reducing electric quantity consumption and electricity needs while Electricity Functional; reach to save the energy and protection environment; realize the management of power use activity that low cost electrical power services carries out, be the systematic engineering of business promoting power industry and national economy, society, harmonious development.At present, demand Side Management method, system, management terminal are numerous, but only possess basic data acquisition function and control function, and way to manage is disperseed, and data are single, it is impossible to provide aid decision for government, Utilities Electric Co., enterprise.This patent comprises that data volume is big, has dsm simulation and control function, can carry out the functions such as information, the calling of data, relative analysis, for the decision support that government or Utilities Electric Co. provide dsm, contributes to it and carries out DSM Work.
Summary of the invention
It is an object of the invention to, in order to solve demand Side Management Problems existing in prior art, thering is provided one to simulate and carry out dsm, and analyze dsm effect accordingly, auxiliary power company carries out the demand Side Management auxiliary decision-making support system of DSM Work.
The technical scheme is that a kind of demand Side Management auxiliary decision-making support system, including display device, file server, multimedia server and the webserver, also include application server, Control management system and data server.Data server connects Control management system, and Control management system connects application server, and application server connects display device, file server, multimedia server and the webserver.
Control management system, issued transaction and logical operations for system process, including various data analysiss, model calculating, the coordination between reasoning and each functional module, communication;
Data server, for the DSM data of system, knowledge, the storage of model, Organization And Management;
Application server, specifically carries out the application of each function of DSM and module for system;
Described data server and Control management system interconnection;Control management system is connected with application server by central control system.
Described Control management system includes data base management system, model base management system, knowledge base management system, data acquisition unit, data mining machine, on-line analytical processing device, inference machine, central control system;Described data base management system is respectively through data acquisition unit, data mining machine, on-line analytical processing device and central control system interconnection;Model base management system and central control system direct connection;Knowledge base management system connects central control system by inference machine.Described data base management system is one group of integrator that can complete to describe, manage, safeguard data base;Described model base management system is the foundation to model, amendment, delete, call, inquire about and evaluate and carry out central controlled system;Described knowledge base management system is the foundation to knowledge, safeguard, call, inquire about and evaluate and carry out central controlled system.
Described data server includes data base, model library and knowledge base;The data base management system of described data base and Control management system interconnects;The model base management system of described model library and Control management system interconnects;The knowledge base management system of described knowledge base and Control management system interconnects.
Described application server includes DSM project design module, DSM project management module, DSM economizing on energy and electricity module, DSM load Analysis module, mistake keep away peak management module, DSM policy simulation module, DSM program assessment module, DSM case management module and basic data management module;Above-mentioned module connects the central control system of Control management system, accepts the control of central control system.
Described data base includes Electric Power Marketing System data base, dispatching patcher data base, load management system data base, primary electricity using device data base, socio-economic development data base and weather environment data base.
Described model library includes analytic statistics model, forecast model, plan model and comprehensive evaluation model.
Described knowledge base includes method base, rule base, expert experience base, java standard library and general knowledge storehouse.
Described data acquisition unit gathers the relevant information of DSM by number of ways classification, including economy, electric power, weather, energy-conserving product, DSM Action Message, and it is carried out pretreatment, and classification storage is in data base;Described data mining machine for extracting useful information from existing DSM data, such as rule, knowledge, experience;Described on-line analytical processing device for carrying out various combination and multidimensional analysis to available data, as analyzed DSM data from the not ipsilateral such as time, region, industry;Described inference machine is a small-sized specialist system, is connected with knowledge base, has inference function.
Described central controller is the bridge connecting application server with Control management system, for completing specific DSM application, coordinates, calls each equipment of Control management system, and result is fed back to application server.
Described DSM project design module is for realizing the project alternative establishment of DSM;Described DSM project management module is for realizing planning and the Whole Course Management of project;Whole DSM projects and device inventory are inquired about by described DSM economizing on energy and electricity module, add up the amount of electricity saving of each DSM project and cost benefit information and energy conservation potential analysis;Described DSM load Analysis module is responsible for the part throttle characteristics load prediction of user, equipment is analyzed, and mistake is kept away the peak management various types of mistakes of module formulation and kept away peak scheme and be analyzed;Described DSM policy simulation module provides tou power price policy and subsidy policy simulation;Multiple projects are carried out overall merit and select excellent by described DSM program assessment module;Case is achieved registration by described DSM case management module;Described basic data management module provides management and safeguards DSM basic data information.
The invention has the beneficial effects as follows: the present invention comprises the big data message such as model library, data base, knowledge base, by to information, the calling of data, dsm carried out Project design, to economizing on energy and electricity, load Analysis, mistake keeps away peak management, policy simulation is simulated operation and observation analysis, again to after project comprehensive assessment, form case manage and obtain useful basic data, think that government or Utilities Electric Co. provide the decision support of dsm, contribute to it and carry out DSM Work.
Accompanying drawing explanation
Fig. 1 is overall structure schematic diagram of the present invention;
Fig. 2 is each several part connection diagram of the present invention;
Fig. 3 is data base's composition diagram of the present invention;
Fig. 4 is model library composition diagram of the present invention;
Fig. 5 is knowledge base composition diagram of the present invention.
Detailed description of the invention
The invention provides a kind of demand Side Management auxiliary decision-making support system, illustrate that the present invention will be further described with detailed description of the invention below by accompanying drawing.
As it is shown in figure 1, the present invention is made up of display device, file server, multimedia server, the webserver, application server, Control management system and data server.
As shown in Figure 2, data base is connected with data base management system, data base management system respectively with data mining machine, data acquisition unit, on-line analytical processing device, model library is connected with model base management system, knowledge base is connected with knowledge base management system, knowledge base management system connects inference machine, and inference machine, model base management system, data acquisition unit, data mining machine, on-line analytical processing device are connected with central control system, and central control system connects application server.
As shown in Figure 3, data base is used to deposit a large amount of DSM data, it is the collector by certain structure organization related data together, including Electric Power Marketing System data base, dispatching patcher data base, load management system data base, primary electricity using device data base, socio-economic development data base, climatic environment data base.
As shown in Figure 4, model library is to store the collector of multiple models by certain organizational structure, including analytic statistics model, forecast model, plan model, comprehensive evaluation model, these models are interrelated can reconfigure the model becoming new, thus solving increasingly complex problem.
As it is shown in figure 5, knowledge base is DSM Knowledge Set clutch, call for inference machine, be mainly used in solving the semi-structured and unstructured problems in DSM research, including method base, rule base, expert experience base, java standard library, general knowledge storehouse.
Wherein, display device is mainly human-computer interaction interface, is responsible for the input of information, display;File server is for depositing the large volume document about DSM work;Multimedia server mainly deposits the multimedia messages about DSM work;Webserver major function is that user is received and answer by the request that client machine transmits;Application server functionality is the application that system specifically carries out each function of DSM and module;Control management system is to carry out concrete application, the prerequisite basic function of system;Primary responsibility issued transaction and logical operations process, calculate including various data analysiss, model, coordination between reasoning and each functional module, communication etc.;Data server primary responsibility DSM data, knowledge, the storage of model, Organization And Management.
Data base management system is one group of integrator that can complete to describe, manage, safeguard data base;Model base management system is the foundation to model, amendment, delete, call, inquire about and evaluate and carry out central controlled system;Knowledge base management system is the foundation to knowledge, safeguard, call, inquire about, evaluation etc. carries out central controlled system;Data acquisition unit gathers the relevant information of DSM, the information such as including economy, electric power, weather, energy-conserving product, DSM measure by number of ways classification, and it is carried out pretreatment, and classification storage is in data base;Data mining machine is mainly used in extracting useful information from existing DSM data, such as rule, knowledge, experience etc.;On-line analytical processing device is mainly used in available data is carried out various combination and multidimensional analysis, as analyzed DSM data from the not ipsilateral such as time, region, industry;Inference machine is a small-sized specialist system, is connected with knowledge base, has inference function;Central controller is the bridge connecting application server with Control management system, has been mainly specific DSM application, has coordinated, calls each equipment of Control management system, and result is fed back to application server.
DSM project design module can realize the project alternative establishment of DSM, DSM project management module realizes planning and the Whole Course Management of project, whole DSM projects and device inventory are inquired about by DSM economizing on energy and electricity module, add up the amount of electricity saving of each DSM project and cost benefit information and energy conservation potential analysis, DSM load Analysis module is responsible for user, the part throttle characteristics load prediction of equipment is analyzed, mistake is kept away the peak management various types of mistakes of module formulation and is kept away peak scheme and be analyzed, DSM policy simulation module provides tou power price policy and subsidy policy simulation, multiple projects are carried out overall merit and select excellent by DSM program assessment module, case is achieved registration by DSM case management module, basic data management module provides management and safeguards DSM basic data information.
Data server and Control management system connect, and carry out the interworking of data, information, Control management system and application server and connect, carry out the interworking of information, data.The core component realizing dsm is data server, Control management system, application server.Application server, the webserver, file server, multimedia server are all connected with display device, show information needed on the one hand, carry out man-machine interactive operation on the one hand.
Claims (10)
1. a demand Side Management auxiliary decision-making support system, it is characterised in that described system includes,
Control management system, issued transaction and logical operations for system process, including various data analysiss, model calculating, the coordination between reasoning and each functional module, communication;
Data server, for the DSM data of system, knowledge, the storage of model, Organization And Management;
Application server, specifically carries out the application of each function of DSM and module for system;
Described data server and Control management system interconnection;Control management system is connected with application server by central control system.
2. a kind of demand Side Management auxiliary decision-making support system according to claim 1, it is characterized in that, described Control management system includes data base management system, model base management system, knowledge base management system, data acquisition unit, data mining machine, on-line analytical processing device, inference machine, central control system;Described data base management system is respectively through data acquisition unit, data mining machine, on-line analytical processing device and central control system interconnection;Model base management system and central control system direct connection;Knowledge base management system connects central control system by inference machine;
Described data base management system is one group of integrator that can complete to describe, manage, safeguard data base;Described model base management system is the foundation to model, amendment, delete, call, inquire about and evaluate and carry out central controlled system;Described knowledge base management system is the foundation to knowledge, safeguard, call, inquire about and evaluate and carry out central controlled system.
3. a kind of demand Side Management auxiliary decision-making support system according to claim 1, it is characterised in that described data server includes data base, model library and knowledge base;The data base management system of described data base and Control management system interconnects;The model base management system of described model library and Control management system interconnects;The knowledge base management system of described knowledge base and Control management system interconnects.
4. a kind of demand Side Management auxiliary decision-making support system according to claim 1, it is characterized in that, described application server includes DSM project design module, DSM project management module, DSM economizing on energy and electricity module, DSM load Analysis module, mistake keep away peak management module, DSM policy simulation module, DSM program assessment module, DSM case management module and basic data management module;Above-mentioned module connects the central control system of Control management system, accepts the control of central control system.
5. a kind of demand Side Management auxiliary decision-making support system according to claim 3, it is characterized in that, described data acquisition unit gathers the relevant information of DSM by number of ways classification, including economy, electric power, weather, energy-conserving product, DSM Action Message, and it is carried out pretreatment, classification storage is in data base;Described data mining machine for extracting useful information from existing DSM data, such as rule, knowledge, experience;Described on-line analytical processing device for carrying out various combination and multidimensional analysis to available data, as analyzed DSM data from the not ipsilateral such as time, region, industry;Described inference machine is a small-sized specialist system, is connected with knowledge base, has inference function.
6. a kind of demand Side Management auxiliary decision-making support system according to claim 3, it is characterized in that, described central controller is the bridge connecting application server with Control management system, for completing specific DSM application, coordinate, call each equipment of Control management system, and result is fed back to application server.
7. a kind of demand Side Management auxiliary decision-making support system according to claim 3, it is characterized in that, described data base includes Electric Power Marketing System data base, dispatching patcher data base, load management system data base, primary electricity using device data base, socio-economic development data base and weather environment data base.
8. a kind of demand Side Management auxiliary decision-making support system according to claim 3, it is characterised in that described model library includes analytic statistics model, forecast model, plan model and comprehensive evaluation model.
9. a kind of demand Side Management auxiliary decision-making support system according to claim 3, it is characterised in that described knowledge base includes method base, rule base, expert experience base, java standard library and general knowledge storehouse.
10. a kind of demand Side Management auxiliary decision-making support system according to claim 4, it is characterised in that described DSM project design module is for realizing the project alternative establishment of DSM;Described DSM project management module is for realizing planning and the Whole Course Management of project;Whole DSM projects and device inventory are inquired about by described DSM economizing on energy and electricity module, add up the amount of electricity saving of each DSM project and cost benefit information and energy conservation potential analysis;Described DSM load Analysis module is responsible for the part throttle characteristics load prediction of user, equipment is analyzed, and mistake is kept away the peak management various types of mistakes of module formulation and kept away peak scheme and be analyzed;Described DSM policy simulation module provides tou power price policy and subsidy policy simulation;Multiple projects are carried out overall merit and select excellent by described DSM program assessment module;Case is achieved registration by described DSM case management module;Described basic data management module provides management and safeguards DSM basic data information.
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201610023384.8A CN105719058A (en) | 2016-01-15 | 2016-01-15 | Electric power demand-side management auxiliary decision support system |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201610023384.8A CN105719058A (en) | 2016-01-15 | 2016-01-15 | Electric power demand-side management auxiliary decision support system |
Publications (1)
Publication Number | Publication Date |
---|---|
CN105719058A true CN105719058A (en) | 2016-06-29 |
Family
ID=56147066
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201610023384.8A Pending CN105719058A (en) | 2016-01-15 | 2016-01-15 | Electric power demand-side management auxiliary decision support system |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN105719058A (en) |
Cited By (8)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN106598028A (en) * | 2016-12-20 | 2017-04-26 | 浙江浙能中煤舟山煤电有限责任公司 | Thermal control equipment state monitoring system based on expert system |
CN107682429A (en) * | 2017-09-26 | 2018-02-09 | 广西电网有限责任公司电力科学研究院 | A kind of electric power Internet of things system based on equipment information collection with management |
CN107748940A (en) * | 2017-11-16 | 2018-03-02 | 国网上海市电力公司 | A kind of energy conservation potential Quantitative prediction methods |
CN108009798A (en) * | 2017-12-18 | 2018-05-08 | 广东电网有限责任公司电力调度控制中心 | A kind of project various dimensions support Knowledge Management System |
CN108776912A (en) * | 2018-07-02 | 2018-11-09 | 安徽赛沃电气科技股份有限公司 | The technique of expression of the electricity charge in a kind of electric power demand side platform |
CN109523145A (en) * | 2018-11-02 | 2019-03-26 | 苏州电力设计研究院有限公司 | Electric Design quality control platform |
CN111626509A (en) * | 2020-05-27 | 2020-09-04 | 国网河南省电力公司经济技术研究院 | Method and system for evaluating effective supply capacity of regional new energy |
CN113822547A (en) * | 2021-09-02 | 2021-12-21 | 国网河南省电力公司电力科学研究院 | Refined demand side management comprehensive information platform system and management method |
Citations (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN203261124U (en) * | 2013-03-29 | 2013-10-30 | 国家电网公司 | User side response system of smart power grid |
CN103729804A (en) * | 2014-01-02 | 2014-04-16 | 东南大学 | On-line decision support method for responding to power quality early warning |
CN103761587A (en) * | 2014-02-13 | 2014-04-30 | 国家电网公司 | Power demand side resource planning method based on intelligent power utilization technology |
US20150112763A1 (en) * | 2013-10-18 | 2015-04-23 | Gridpoint, Inc. | Real time energy consumption management of appliances, devices, and equipment used in high-touch and on-demand services and operations |
CN104751248A (en) * | 2015-04-10 | 2015-07-01 | 国家电网公司 | Power utilization potential analysis method and system for power demand side management |
-
2016
- 2016-01-15 CN CN201610023384.8A patent/CN105719058A/en active Pending
Patent Citations (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN203261124U (en) * | 2013-03-29 | 2013-10-30 | 国家电网公司 | User side response system of smart power grid |
US20150112763A1 (en) * | 2013-10-18 | 2015-04-23 | Gridpoint, Inc. | Real time energy consumption management of appliances, devices, and equipment used in high-touch and on-demand services and operations |
CN103729804A (en) * | 2014-01-02 | 2014-04-16 | 东南大学 | On-line decision support method for responding to power quality early warning |
CN103761587A (en) * | 2014-02-13 | 2014-04-30 | 国家电网公司 | Power demand side resource planning method based on intelligent power utilization technology |
CN104751248A (en) * | 2015-04-10 | 2015-07-01 | 国家电网公司 | Power utilization potential analysis method and system for power demand side management |
Non-Patent Citations (3)
Title |
---|
唐瑜: "电力需求侧管理决策支持系统中数据仓库的设计与实现", 《电力需求侧管理》 * |
张建明: "基于数据仓库技术的电力营销决策支持系统研究", 《中国优秀博硕士学位论文全文数据库(硕士)工程科技Ⅱ辑》 * |
谭显东: "需求侧管理辅助决策支持系统设计与开发", 《电力需求侧管理》 * |
Cited By (10)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN106598028A (en) * | 2016-12-20 | 2017-04-26 | 浙江浙能中煤舟山煤电有限责任公司 | Thermal control equipment state monitoring system based on expert system |
CN107682429A (en) * | 2017-09-26 | 2018-02-09 | 广西电网有限责任公司电力科学研究院 | A kind of electric power Internet of things system based on equipment information collection with management |
CN107748940A (en) * | 2017-11-16 | 2018-03-02 | 国网上海市电力公司 | A kind of energy conservation potential Quantitative prediction methods |
CN107748940B (en) * | 2017-11-16 | 2021-10-12 | 国网上海市电力公司 | Power-saving potential quantitative prediction method |
CN108009798A (en) * | 2017-12-18 | 2018-05-08 | 广东电网有限责任公司电力调度控制中心 | A kind of project various dimensions support Knowledge Management System |
CN108776912A (en) * | 2018-07-02 | 2018-11-09 | 安徽赛沃电气科技股份有限公司 | The technique of expression of the electricity charge in a kind of electric power demand side platform |
CN109523145A (en) * | 2018-11-02 | 2019-03-26 | 苏州电力设计研究院有限公司 | Electric Design quality control platform |
CN111626509A (en) * | 2020-05-27 | 2020-09-04 | 国网河南省电力公司经济技术研究院 | Method and system for evaluating effective supply capacity of regional new energy |
CN113822547A (en) * | 2021-09-02 | 2021-12-21 | 国网河南省电力公司电力科学研究院 | Refined demand side management comprehensive information platform system and management method |
CN113822547B (en) * | 2021-09-02 | 2024-02-09 | 国网河南省电力公司电力科学研究院 | Comprehensive information platform system for refined demand side management and management method |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN105719058A (en) | Electric power demand-side management auxiliary decision support system | |
Zhang et al. | A survey on the development status and challenges of smart grids in main driver countries | |
CN106815709B (en) | Service quick response center support system and method | |
Lu et al. | Cross-jurisdictional construction waste material trading: Learning from the smart grid | |
CN104915456A (en) | Mass power utilization data mining method on the basis of data analysis system | |
CN102855525B (en) | A kind of resident's load prediction analytic system and method | |
CN109377180A (en) | A kind of electric system industry expansion procedure information managing and control system | |
CN105356620B (en) | Electric energy quality monitoring system | |
CN115423429A (en) | Multimode integrated distribution network operation system based on image and sound information | |
CN108011365A (en) | A kind of urban energy internet supply and demand interaction coordination approach | |
Ning et al. | A scientometric review of emerging trends in green manufacturing | |
CN113722564A (en) | Visualization method and device for energy and material supply chain based on space map convolution | |
CN116739208A (en) | Unified management system for power supply service | |
CN115860312A (en) | Electric power marketing digital on-line service system and construction method thereof | |
Matsumoto et al. | An interactive approach to demand side management based on utility functions | |
CN111798050A (en) | Wisdom energy management system | |
Weiguo et al. | Research on the application of smart logistics system based on big data: Taking jingdong logistics as an example | |
Wang et al. | Application and Analysis of Big Data Technology in Smart Grid | |
Fu et al. | Design and Application of Power Intelligent Management System Based on E-Assistant | |
Liu et al. | Case Study of BIM+ AR Technology in China Power Engineering Construction Materials Management | |
Huang | An Analysis of Artificial Intelligence Engineering Cost Information Management Platform | |
CN106980950B (en) | Material supply management method and system based on mobile social contact | |
Yi et al. | Improved DataX Data Synchronization Technique for Distribution Grid Data Middleware Implementation | |
Chen et al. | BIG DATA SERVICE CAPABILITY OF ENTERPRISE SCALE DATA MIDDLE PLATFORM | |
Wang et al. | Exploration and Analysis of Digital Transformation Path of Power Grid Enterprises Based on Internet of Things |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
C06 | Publication | ||
PB01 | Publication | ||
C10 | Entry into substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
RJ01 | Rejection of invention patent application after publication | ||
RJ01 | Rejection of invention patent application after publication |
Application publication date: 20160629 |