CN106022530A - 一种电力需求侧柔性负荷有功功率预测方法 - Google Patents
一种电力需求侧柔性负荷有功功率预测方法 Download PDFInfo
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Cited By (10)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN106600173A (zh) * | 2017-01-25 | 2017-04-26 | 北京中电普华信息技术有限公司 | 一种分布式光伏电源负荷渗透率的估算方法及装置 |
CN106779237A (zh) * | 2016-12-29 | 2017-05-31 | 天津大学 | 一种自下而上的主动配电网负荷曲线化预测方法 |
CN107145986A (zh) * | 2017-05-24 | 2017-09-08 | 北京中电普华信息技术有限公司 | 一种充电电量预测方法及装置 |
CN108110749A (zh) * | 2016-11-24 | 2018-06-01 | 国网江苏省电力公司镇江供电公司 | 一种柔性负荷资源的调节方法及装置 |
CN109919356A (zh) * | 2019-01-27 | 2019-06-21 | 河北工程大学 | 一种基于bp神经网络区间需水预测方法 |
CN110068110A (zh) * | 2019-04-02 | 2019-07-30 | 深圳市海源节能科技有限公司 | 一种中央空调负荷预测方法、智能终端及存储介质 |
CN110649641A (zh) * | 2019-09-29 | 2020-01-03 | 国网山东省电力公司德州供电公司 | 基于源网荷储协同服务的电动汽车快充站储能系统及其方法 |
CN111697561A (zh) * | 2020-04-27 | 2020-09-22 | 深圳华工能源技术有限公司 | 电力需求侧响应模拟运行方法、装置、终端及存储介质 |
CN113255850A (zh) * | 2021-07-15 | 2021-08-13 | 南京易司拓电力科技股份有限公司 | 配用电节能节费潜力评估方法 |
CN117318049A (zh) * | 2023-11-27 | 2023-12-29 | 国网山东省电力公司枣庄供电公司 | 一种基于系数校正的配电网柔性负荷建模方法及系统 |
Citations (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JPH09215192A (ja) * | 1996-02-08 | 1997-08-15 | Fuji Electric Co Ltd | 日負荷曲線予測方法 |
US20020069017A1 (en) * | 1995-08-14 | 2002-06-06 | Schmier Kenneth J. | Public transit vehicle arrival information system |
CN103268524A (zh) * | 2013-06-03 | 2013-08-28 | 国家电网公司 | 一种提高电网短期负荷预测准确度的方法 |
CN103679287A (zh) * | 2013-12-05 | 2014-03-26 | 王海燕 | 一种组合型电力负荷预测方法 |
CN105184405A (zh) * | 2015-09-02 | 2015-12-23 | 国网上海市电力公司 | 用于微电网系统的混合模型神经网络短期负荷预测方法 |
-
2016
- 2016-05-26 CN CN201610364180.0A patent/CN106022530A/zh active Pending
Patent Citations (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20020069017A1 (en) * | 1995-08-14 | 2002-06-06 | Schmier Kenneth J. | Public transit vehicle arrival information system |
JPH09215192A (ja) * | 1996-02-08 | 1997-08-15 | Fuji Electric Co Ltd | 日負荷曲線予測方法 |
CN103268524A (zh) * | 2013-06-03 | 2013-08-28 | 国家电网公司 | 一种提高电网短期负荷预测准确度的方法 |
CN103679287A (zh) * | 2013-12-05 | 2014-03-26 | 王海燕 | 一种组合型电力负荷预测方法 |
CN105184405A (zh) * | 2015-09-02 | 2015-12-23 | 国网上海市电力公司 | 用于微电网系统的混合模型神经网络短期负荷预测方法 |
Cited By (16)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN108110749B (zh) * | 2016-11-24 | 2020-02-21 | 国网江苏省电力公司镇江供电公司 | 一种柔性负荷资源的调节方法及装置 |
CN108110749A (zh) * | 2016-11-24 | 2018-06-01 | 国网江苏省电力公司镇江供电公司 | 一种柔性负荷资源的调节方法及装置 |
CN106779237A (zh) * | 2016-12-29 | 2017-05-31 | 天津大学 | 一种自下而上的主动配电网负荷曲线化预测方法 |
CN106600173A (zh) * | 2017-01-25 | 2017-04-26 | 北京中电普华信息技术有限公司 | 一种分布式光伏电源负荷渗透率的估算方法及装置 |
CN106600173B (zh) * | 2017-01-25 | 2020-06-09 | 北京中电普华信息技术有限公司 | 一种分布式光伏电源负荷渗透率的估算方法及装置 |
CN107145986A (zh) * | 2017-05-24 | 2017-09-08 | 北京中电普华信息技术有限公司 | 一种充电电量预测方法及装置 |
CN109919356A (zh) * | 2019-01-27 | 2019-06-21 | 河北工程大学 | 一种基于bp神经网络区间需水预测方法 |
CN109919356B (zh) * | 2019-01-27 | 2023-07-21 | 河北工程大学 | 一种基于bp神经网络区间需水预测方法 |
CN110068110A (zh) * | 2019-04-02 | 2019-07-30 | 深圳市海源节能科技有限公司 | 一种中央空调负荷预测方法、智能终端及存储介质 |
CN110068110B (zh) * | 2019-04-02 | 2020-12-04 | 深圳市海源节能科技有限公司 | 一种中央空调负荷预测方法、智能终端及存储介质 |
CN110649641A (zh) * | 2019-09-29 | 2020-01-03 | 国网山东省电力公司德州供电公司 | 基于源网荷储协同服务的电动汽车快充站储能系统及其方法 |
CN110649641B (zh) * | 2019-09-29 | 2021-03-16 | 国网山东省电力公司德州供电公司 | 基于源网荷储协同服务的电动汽车快充站储能系统及其方法 |
CN111697561A (zh) * | 2020-04-27 | 2020-09-22 | 深圳华工能源技术有限公司 | 电力需求侧响应模拟运行方法、装置、终端及存储介质 |
CN113255850A (zh) * | 2021-07-15 | 2021-08-13 | 南京易司拓电力科技股份有限公司 | 配用电节能节费潜力评估方法 |
CN117318049A (zh) * | 2023-11-27 | 2023-12-29 | 国网山东省电力公司枣庄供电公司 | 一种基于系数校正的配电网柔性负荷建模方法及系统 |
CN117318049B (zh) * | 2023-11-27 | 2024-02-13 | 国网山东省电力公司枣庄供电公司 | 一种基于系数校正的配电网柔性负荷建模方法及系统 |
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Address after: Wang Yue Central Road Ji'nan City, Shandong province 250002 City No. 2000 Applicant after: Electric Power Research Institute of State Grid Shandong Electric Power Company Applicant after: National Network Intelligent Technology Co., Ltd. Applicant after: State Grid Corporation of China Address before: Wang Yue Central Road Ji'nan City, Shandong province 250002 City No. 2000 Applicant before: Electric Power Research Institute of State Grid Shandong Electric Power Company Applicant before: Shandong Luneng Intelligent Technology Co., Ltd. Applicant before: State Grid Corporation of China |
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Application publication date: 20161012 |