CN103036231B - 一种电力负荷预测方法、装置及上位机 - Google Patents
一种电力负荷预测方法、装置及上位机 Download PDFInfo
- Publication number
- CN103036231B CN103036231B CN201210532643.1A CN201210532643A CN103036231B CN 103036231 B CN103036231 B CN 103036231B CN 201210532643 A CN201210532643 A CN 201210532643A CN 103036231 B CN103036231 B CN 103036231B
- Authority
- CN
- China
- Prior art keywords
- day
- load data
- moment
- electric load
- historical
- 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
Links
- 238000013277 forecasting method Methods 0.000 title abstract 4
- 238000000034 method Methods 0.000 claims description 45
- 238000012937 correction Methods 0.000 claims description 24
- 230000002159 abnormal effect Effects 0.000 claims description 10
- 238000007726 management method Methods 0.000 abstract description 4
- 238000012545 processing Methods 0.000 abstract description 2
- 230000006870 function Effects 0.000 description 6
- 238000007418 data mining Methods 0.000 description 4
- 238000010586 diagram Methods 0.000 description 4
- 238000005516 engineering process Methods 0.000 description 4
- 239000011159 matrix material Substances 0.000 description 4
- 238000010168 coupling process Methods 0.000 description 3
- 238000005859 coupling reaction Methods 0.000 description 3
- 238000004891 communication Methods 0.000 description 2
- 230000008878 coupling Effects 0.000 description 2
- 238000004519 manufacturing process Methods 0.000 description 2
- 238000011160 research Methods 0.000 description 2
- 238000003860 storage Methods 0.000 description 2
- 230000001133 acceleration Effects 0.000 description 1
- 230000003321 amplification Effects 0.000 description 1
- 238000004458 analytical method Methods 0.000 description 1
- 230000006399 behavior Effects 0.000 description 1
- 238000007405 data analysis Methods 0.000 description 1
- 238000013079 data visualisation Methods 0.000 description 1
- 238000013461 design Methods 0.000 description 1
- 238000011161 development Methods 0.000 description 1
- 238000002474 experimental method Methods 0.000 description 1
- 230000002452 interceptive effect Effects 0.000 description 1
- 238000003199 nucleic acid amplification method Methods 0.000 description 1
- 238000013439 planning Methods 0.000 description 1
- 238000002360 preparation method Methods 0.000 description 1
- 238000012384 transportation and delivery Methods 0.000 description 1
- 230000000007 visual effect Effects 0.000 description 1
Landscapes
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
- Supply And Distribution Of Alternating Current (AREA)
Abstract
Description
Claims (9)
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201210532643.1A CN103036231B (zh) | 2012-12-07 | 2012-12-07 | 一种电力负荷预测方法、装置及上位机 |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201210532643.1A CN103036231B (zh) | 2012-12-07 | 2012-12-07 | 一种电力负荷预测方法、装置及上位机 |
Publications (2)
Publication Number | Publication Date |
---|---|
CN103036231A CN103036231A (zh) | 2013-04-10 |
CN103036231B true CN103036231B (zh) | 2014-10-29 |
Family
ID=48022850
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201210532643.1A Active CN103036231B (zh) | 2012-12-07 | 2012-12-07 | 一种电力负荷预测方法、装置及上位机 |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN103036231B (zh) |
Families Citing this family (11)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN103501001B (zh) * | 2013-10-09 | 2015-06-03 | 河海大学 | 一种基于负荷曲线交替注入的智能配电网调度系统和方法 |
CN103544362B (zh) * | 2013-11-04 | 2016-08-17 | 国网上海市电力公司 | 一种基于二维曲线预测的谐波中长期预测方法 |
CN106529694A (zh) * | 2015-09-15 | 2017-03-22 | 中兴通讯股份有限公司 | 一种数据优化方法及装置 |
CN106204335A (zh) * | 2016-07-21 | 2016-12-07 | 广东工业大学 | 一种电价执行异常判断方法、装置及系统 |
CN107944654A (zh) * | 2017-10-13 | 2018-04-20 | 国网山东省电力公司青岛供电公司 | 一种电力特性分析方法及装置 |
CN109190903B (zh) * | 2018-08-03 | 2020-08-14 | 广州供电局有限公司 | 作业风险评估方法、装置、计算机设备和存储介质 |
CN109522522B (zh) * | 2018-12-14 | 2020-11-06 | 上海递缇智能系统有限公司 | 一种压装、拧紧曲线包络线生成和运用的方法 |
CN109816164A (zh) * | 2019-01-16 | 2019-05-28 | 国网信通亿力科技有限责任公司 | 一种电力负荷预测方法 |
CN110991745B (zh) * | 2019-12-05 | 2022-06-03 | 新奥数能科技有限公司 | 一种电力负荷的预测方法、装置、可读介质及电子设备 |
CN112330009B (zh) * | 2020-11-02 | 2023-09-01 | 广东电网有限责任公司 | 一种电网负荷预测方法 |
CN112561210A (zh) * | 2020-12-29 | 2021-03-26 | 广东电网有限责任公司电力调度控制中心 | 一种电力系统稳定性和资源需求预估系统及方法 |
Family Cites Families (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JP2006157984A (ja) * | 2004-11-25 | 2006-06-15 | Hitachi Ltd | 電力需要予測システム |
-
2012
- 2012-12-07 CN CN201210532643.1A patent/CN103036231B/zh active Active
Non-Patent Citations (5)
Title |
---|
JP特开2006-157984A 2006.06.15 |
周晖等.基于多时段气象数据判断相似日的日负荷曲线预测研究.《继电器》.2005,第33卷(第23期),第43-44页. |
基于多时段气象数据判断相似日的日负荷曲线预测研究;周晖等;《继电器》;20051201;第33卷(第23期);第43-44页 * |
张德玲.电力系统短期负荷预测方法的研究.《中国优秀硕士学位论文全文库》.2007,(第4期),第8-12页. |
电力系统短期负荷预测方法的研究;张德玲;《中国优秀硕士学位论文全文库》;20071015(第4期);第8-12页 * |
Also Published As
Publication number | Publication date |
---|---|
CN103036231A (zh) | 2013-04-10 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN103036231B (zh) | 一种电力负荷预测方法、装置及上位机 | |
US11876374B2 (en) | System and method for optimal control of energy storage system | |
Yu et al. | Reliability constraint stochastic UC by considering the correlation of random variables with Copula theory | |
US20220034974A1 (en) | Battery analysis system and method | |
Wang et al. | Joint optimization of condition-based maintenance and inventory control for a k-out-of-n: F system of multi-state degrading components | |
Wang et al. | Stochastic coordinated operation of wind and battery energy storage system considering battery degradation | |
Rigo-Mariani et al. | Integrated optimal design of a smart microgrid with storage | |
Tham et al. | Sensing-driven energy purchasing in smart grid cyber-physical system | |
CN102426674B (zh) | 一种基于马尔科夫链的电力系统负荷预测方法 | |
JP6003247B2 (ja) | 情報処理装置、情報処理装置の制御方法及びプログラム | |
US9843190B2 (en) | Power system management device and method | |
Liu et al. | Interval optimal scheduling of hydro‐PV‐wind hybrid system considering firm generation coordination | |
CN104680241A (zh) | 再生能源发电量预测系统及方法以及供电配置系统 | |
CN102486833A (zh) | 装置的效能预测及故障检测的方法 | |
CN107292455A (zh) | 用电量预测方法、装置、可读存储介质和计算机设备 | |
US8938314B2 (en) | Smart energy consumption management | |
Roukerd et al. | Probabilistic-possibilistic flexibility-based unit commitment with uncertain negawatt demand response resources considering Z-number method | |
Liu et al. | Battery asset management with cycle life prognosis | |
CN104699890A (zh) | 一种城网配变重过载短期预警模型的建模方法 | |
Mohamed et al. | A review on big data management and decision-making in smart grid | |
CN103885867A (zh) | 一种模拟电路性能的在线评价方法 | |
Zhou et al. | Dynamic battery loss evaluation and its application for optimal online wind‐storage integrated scheduling | |
CN103530707A (zh) | 一种电网系统不完全可观的pmu优化配置方法 | |
CN110956318A (zh) | 一种基于预先构建的预测模型进行预测的方法及装置 | |
CN113052630B (zh) | 利用模型进行电力设备配置的方法和电力设备配置方法 |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
C06 | Publication | ||
PB01 | Publication | ||
C10 | Entry into substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
ASS | Succession or assignment of patent right |
Owner name: STATE GRID ZHEJIANG ELECTRIC POWER COMPANY WENZHOU Free format text: FORMER OWNER: STATE GRID CORPORATION OF CHINA Effective date: 20140829 Owner name: STATE GRID CORPORATION OF CHINA Free format text: FORMER OWNER: WENZHOU POWER SUPPLY BUREAU Effective date: 20140829 |
|
C41 | Transfer of patent application or patent right or utility model | ||
COR | Change of bibliographic data |
Free format text: CORRECT: ADDRESS; FROM: 325200 WENZHOU, ZHEJIANG PROVINCE TO: 100031 XICHENG, BEIJING |
|
TA01 | Transfer of patent application right |
Effective date of registration: 20140829 Address after: 100031 Xicheng District West Chang'an Avenue, No. 86, Beijing Applicant after: State Grid Corporation of China Applicant after: State Grid Zhejiang Electric Power Company Applicant after: Wenzhou Power Supply Bureau Address before: 325200 Jinxiu Road, Lucheng District, Zhejiang, Wenzhou Applicant before: Wenzhou Power Supply Bureau Applicant before: State Grid Corporation of China |
|
C14 | Grant of patent or utility model | ||
GR01 | Patent grant |