CN105335560B - Photovoltaic generation power fluctuation and its Automatic Generation Control stand-by requirement calculation method - Google Patents
Photovoltaic generation power fluctuation and its Automatic Generation Control stand-by requirement calculation method Download PDFInfo
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CN201510717442.2A CN105335560B (en) | 2015-10-29 | 2015-10-29 | Photovoltaic generation power fluctuation and its Automatic Generation Control stand-by requirement calculation method |
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CN105335560B true CN105335560B (en) | 2019-01-08 |
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Families Citing this family (9)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN106597151B (en) * | 2016-12-02 | 2021-01-15 | 中国电力科学研究院有限公司 | Photovoltaic power station switched inverter tracking efficiency testing method and system |
CN108205599B (en) * | 2016-12-20 | 2023-04-07 | 阿特斯阳光电力集团股份有限公司 | Method for judging whether accumulated snow exists in components at locations of photovoltaic power stations |
CN107154635B (en) * | 2017-05-22 | 2019-11-05 | 国电南瑞科技股份有限公司 | A kind of AGC frequency regulation capacity calculation method suitable for frequency modulation service market |
CN107134807B (en) * | 2017-06-29 | 2020-06-23 | 中国南方电网有限责任公司电网技术研究中心 | Control method and device of photovoltaic power generation system, computer equipment and storage medium |
CN110808594B (en) * | 2019-10-29 | 2021-04-06 | 大唐可再生能源试验研究院有限公司 | Energy storage-based hierarchical energy storage method for frequency modulation of photovoltaic power station |
CN111159902B (en) * | 2019-12-30 | 2022-03-18 | 清华大学 | Method and device for determining power of photovoltaic station and computer equipment |
CN112257938B (en) * | 2020-10-28 | 2022-07-08 | 广州发展新能源股份有限公司 | Photovoltaic power generation power prediction method and device |
CN112418614B (en) * | 2020-11-04 | 2024-01-30 | 华北电力大学 | Method and system for determining adjustable resource construction scheme of power system |
CN113395041B (en) * | 2021-06-15 | 2022-07-26 | 齐殿全 | Photovoltaic module arrangement method based on constant power generation |
Citations (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20130262049A1 (en) * | 2012-03-29 | 2013-10-03 | Weihong Zhang | Method for Predicting Outputs of Photovoltaic Devices Based on Two-Dimensional Fourier Analysis and Seasonal Auto-Regression |
CN103715719A (en) * | 2014-01-20 | 2014-04-09 | 国家电网公司 | Photovoltaic model establishment method applicable to dynamic overall-process simulation of power system |
US20150019034A1 (en) * | 2013-07-15 | 2015-01-15 | Constantine Gonatas | Device for Smoothing Fluctuations in Renewable Energy Power Production Cause by Dynamic Environmental Conditions |
CN104714524A (en) * | 2015-01-07 | 2015-06-17 | 青海黄河上游水电开发有限责任公司 | Photovoltaic power station and hydropower station combined operation system and operation method |
CN104866978A (en) * | 2015-06-03 | 2015-08-26 | 华北电力大学 | Method for analyzing intermittent energy source synergistic effect based on time domain quantification |
-
2015
- 2015-10-29 CN CN201510717442.2A patent/CN105335560B/en not_active Expired - Fee Related
Patent Citations (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20130262049A1 (en) * | 2012-03-29 | 2013-10-03 | Weihong Zhang | Method for Predicting Outputs of Photovoltaic Devices Based on Two-Dimensional Fourier Analysis and Seasonal Auto-Regression |
US20150019034A1 (en) * | 2013-07-15 | 2015-01-15 | Constantine Gonatas | Device for Smoothing Fluctuations in Renewable Energy Power Production Cause by Dynamic Environmental Conditions |
CN103715719A (en) * | 2014-01-20 | 2014-04-09 | 国家电网公司 | Photovoltaic model establishment method applicable to dynamic overall-process simulation of power system |
CN104714524A (en) * | 2015-01-07 | 2015-06-17 | 青海黄河上游水电开发有限责任公司 | Photovoltaic power station and hydropower station combined operation system and operation method |
CN104866978A (en) * | 2015-06-03 | 2015-08-26 | 华北电力大学 | Method for analyzing intermittent energy source synergistic effect based on time domain quantification |
Non-Patent Citations (5)
Title |
---|
Simulation and Analysis of the Power Output Fluctuation of Photovoltaic Modules Based on NREL One-minute Irradiance Data;Weidong Zhang等;《Materials for Renewable Energy and Environment(ICMREE)》;20140908;第21-25页 |
利用储能平抑波动的光伏柔性并网研究;张卫东等;《电力自动化设备》;20130510;第33卷(第5期);第106-111页 |
大规模间歇式能源并网辅助服务需求研究;张粒子等;《太阳能学报》;20130828;第34卷(第8期);第1345-1352页 |
电力***运行中AGC调节需求的分析;汪得星;《电力***自动化》;20040425;第28卷(第8期);第6-9页 |
风电功率波动特性的概率分布研究;林卫星等;《中国电机工程学报》;20120105;第32卷(第1期);第38-46页 |
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Inventor after: Zhang Lizi Inventor after: Yang Meng Inventor after: Chen Xiaoxiao Inventor after: Huang Hanying Inventor after: Li Xiao Inventor after: Zhu Yi Inventor after: Ding Qiang Inventor after: Huang Guodong Inventor before: Zhang Lizi Inventor before: Chen Xiaoxiao Inventor before: Yang Meng Inventor before: Huang Hanying Inventor before: Li Xiao Inventor before: Zhu Yi Inventor before: Ding Qiang Inventor before: Huang Guodong |
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Address after: 100085 Beijing city Haidian District Qinghe small Camp Road No. 15 Co-patentee after: NORTH CHINA ELECTRIC POWER University Patentee after: CHINA ELECTRIC POWER RESEARCH INSTITUTE Co.,Ltd. Co-patentee after: STATE GRID ZHEJIANG ELECTRIC POWER Co.,Ltd. Address before: 100192 Beijing city Haidian District Qinghe small Camp Road No. 15 Co-patentee before: NORTH CHINA ELECTRIC POWER University Patentee before: China Electric Power Research Institute Co-patentee before: STATE GRID ZHEJIANG ELECTRIC POWER Co. |
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Granted publication date: 20190108 Termination date: 20211029 |