Electric Power ›› 2024, Vol. 57 ›› Issue (11): 102-107.DOI: 10.11930/j.issn.1004-9649.202405013
• New Energy • Previous Articles Next Articles
Huihong YUAN1(), Shile WENG1, Liangjin CHEN2, Yitao ZHU3, Lijun ZHANG2, Bei QI4(
)
Received:
2024-05-07
Accepted:
2024-08-05
Online:
2024-11-23
Published:
2024-11-28
Supported by:
Huihong YUAN, Shile WENG, Liangjin CHEN, Yitao ZHU, Lijun ZHANG, Bei QI. Capacity Configuration for "PEDF" System Driven by Safe and Stable Operation[J]. Electric Power, 2024, 57(11): 102-107.
参数 | 数值 | |
光伏组件占地面积/m2 | 2.60 | |
光伏组件发电效率/% | 20 | |
储能组件充电效率/% | 97 | |
光伏组件额定功率/kW | 0.54 | |
储能组件额定功率/kW | 5 | |
光伏组件建设成本/(元·m–2) | 1 000 | |
光伏组件运维成本/(元·m–2) | 90 | |
光伏组件回收收益/(元·kW–1) | 150 | |
储能组件建设成本/(元·(kW·h)–1) | 1 800 | |
储能组件运维成本/(元·(kW·h)–1) | 36 |
Table 1 Photovoltaic Module Parameters
参数 | 数值 | |
光伏组件占地面积/m2 | 2.60 | |
光伏组件发电效率/% | 20 | |
储能组件充电效率/% | 97 | |
光伏组件额定功率/kW | 0.54 | |
储能组件额定功率/kW | 5 | |
光伏组件建设成本/(元·m–2) | 1 000 | |
光伏组件运维成本/(元·m–2) | 90 | |
光伏组件回收收益/(元·kW–1) | 150 | |
储能组件建设成本/(元·(kW·h)–1) | 1 800 | |
储能组件运维成本/(元·(kW·h)–1) | 36 |
时段 | 时刻 | 购电价格/(元·(kW·h)–1) | ||
低谷时段 | 22:00—次日07:00 | 0.29 | ||
平峰时段 | 07:00—20:00 | 0.58 | ||
高峰时段 | 20:00—22:00 | 1.04 |
Table 2 Time of use electricity price
时段 | 时刻 | 购电价格/(元·(kW·h)–1) | ||
低谷时段 | 22:00—次日07:00 | 0.29 | ||
平峰时段 | 07:00—20:00 | 0.58 | ||
高峰时段 | 20:00—22:00 | 1.04 |
算法 | 光伏容量/kW | 储能容量/kW | 光伏、储能系统等建设及 运维成本/元 | 减少碳排放量收益/ 元 | 最大交互功率/kW | |||||
GWO(安全) | 244 | 45 | 488 975 | 924 562 | 17.8 | |||||
GWO(经济) | 324 | 49 | 643 463 | 1 103 578 | 19.4 | |||||
GWO(低碳) | 350 | 62 | 629 707 | 857 246 | 20.5 | |||||
EVO(安全) | 250 | 50 | 496 858 | 937 675 | 16.5 | |||||
EVO(经济) | 315 | 50 | 563 463 | 1 08 3 578 | 20.3 | |||||
EVO(低碳) | 320 | 60 | 593 233 | 905 760 | 18.5 | |||||
IEVO(安全) | 245 | 30 | 472 566 | 978 156 | 13.8 | |||||
IEVO(经济) | 290 | 30 | 491 684 | 1 096 955 | 17.4 | |||||
IEVO(低碳) | 310 | 50 | 564 752 | 916 672 | 19.2 |
Table 3 Capacity Configuration Optimization Results
算法 | 光伏容量/kW | 储能容量/kW | 光伏、储能系统等建设及 运维成本/元 | 减少碳排放量收益/ 元 | 最大交互功率/kW | |||||
GWO(安全) | 244 | 45 | 488 975 | 924 562 | 17.8 | |||||
GWO(经济) | 324 | 49 | 643 463 | 1 103 578 | 19.4 | |||||
GWO(低碳) | 350 | 62 | 629 707 | 857 246 | 20.5 | |||||
EVO(安全) | 250 | 50 | 496 858 | 937 675 | 16.5 | |||||
EVO(经济) | 315 | 50 | 563 463 | 1 08 3 578 | 20.3 | |||||
EVO(低碳) | 320 | 60 | 593 233 | 905 760 | 18.5 | |||||
IEVO(安全) | 245 | 30 | 472 566 | 978 156 | 13.8 | |||||
IEVO(经济) | 290 | 30 | 491 684 | 1 096 955 | 17.4 | |||||
IEVO(低碳) | 310 | 50 | 564 752 | 916 672 | 19.2 |
1 | 翟苏巍, 李银银, 杜凡, 等. 考虑海量分布式能源接入的配电网分布式无功控制策略[J]. 中国电力, 2024, 57 (8): 138- 144. |
ZHAI Suwei, LI Yinyin, DU Fan, et al. Distributed reactive power control strategy of distribution network considering massive distributed energy access[J]. Electric Power, 2024, 57 (8): 138- 144. | |
2 | 王海军, 居蓉蓉, 董颖华. 基于时空关联特征与B-LSTM模型的分布式光伏功率区间预测[J]. 中国电力, 2024, 57 (7): 74- 80. |
WANG Haijun, JU Rongrong, DONG Yinghua. Distributed photovoltaic power interval prediction based on spatio-temporal correlation feature and B-LSTM model[J]. Electric Power, 2024, 57 (7): 74- 80. | |
3 | 刘江, 高淑萍, 孙向东, 等. 弱电网下光伏并网逆变器谐振抑制方法综述[J]. 南方电网技术, 2024, 18 (3): 65- 71. |
LIU Jiang, GAO Shuping, SUN Xiangdong, et al. Overview of resonance suppression methods for PV grid-connected inverters in weak grid[J]. Southern Power System Technology, 2024, 18 (3): 65- 71. | |
4 | 李泽成, 孙燕盈. 新型电力系统下考虑分布式光伏并网的配电网可靠性评估[J]. 山东电力技术, 2023, 50 (5): 1- 5, 47. |
LI Zecheng, SUN Yanying. Reliability evaluation of distribution network considering flexible grid connection of distributed photovoltaic power generations[J]. Shandong Electric Power, 2023, 50 (5): 1- 5, 47. | |
5 | 江亿. 光储直柔: 助力实现零碳电力的新型建筑配电系统[J]. 暖通空调, 2021, 51 (10): 1- 12. |
JIANG Yi. PSDF(photovoltaic, storage, DC, flexible)—a new type of building power distribution system for zero carbon power system[J]. Heating Ventilating & Air Conditioning, 2021, 51 (10): 1- 12. | |
6 | 孙冬梅, 康靖, 郝斌, 等. “光储直柔” 建筑案例特征分析及系统设计相关问题探讨[J]. 暖通空调, 2024, 54 (3): 118- 129, 34. |
SUN Dongmei, KANG Jing, HAO Bin, et al. Analysis on characteristics of PEDF (photovoltaic, energy storage, direct current and flexibility) building cases and discussion on related problems of system design[J]. Heating Ventilating & Air Conditioning, 2024, 54 (3): 118- 129, 34. | |
7 | 张雷, 肖伟栋, 蒋纯冰, 等. 光伏办公建筑的关键设备容量配置方法[J]. 中国电力, 2024, 57 (3): 152- 159, 169. |
ZHANG Lei, XIAO Weidong, JIANG Chunbing, et al. Capacity allocation method of key equipment in PV system applied in office buildings[J]. Electric Power, 2024, 57 (3): 152- 159, 169. | |
8 |
王超, 胡浩, 郑炼, 等. 基于智慧蓄电池的光伏储能系统及其控制策略[J]. 可再生能源, 2022, 40 (4): 506- 512.
DOI |
WANG Chao, HU Hao, ZHENG Lian, et al. Photovoltaic energy storage system based on smart battery and its control strategy[J]. Renewable Energy Resources, 2022, 40 (4): 506- 512.
DOI |
|
9 |
NUVVULA R S S, DEVARAJ E, MADURAI ELAVARASAN R, et al. Multi-objective mutation-enabled adaptive local attractor quantum behaved particle swarm optimisation based optimal sizing of hybrid renewable energy system for smart cities in India[J]. Sustainable Energy Technologies and Assessments, 2022, 49, 101689.
DOI |
10 | 卢毓东, 陈益. “双碳” 目标下绿色人工智能技术研究综述[J]. 浙江电力, 2023, 42 (10): 45- 56. |
LU Yudong, CHEN Yi. A review of green AI research under carbon peaking and neutrality goals[J]. Zhejiang Electric Power, 2023, 42 (10): 45- 56. | |
11 | 宗龙, 赵亚典. 基于光伏建筑一体化的综合能源管控系统设计[J]. 内蒙古电力技术, 2023, 41 (6): 68- 74. |
ZONG Long, ZHAO Yadian. Design of comprehensive energy management and control system based on building integrated photovoltaics[J]. Inner Mongolia Electric Power, 2023, 41 (6): 68- 74. | |
12 |
LYU C H, ZHANG Y C, BAI Y L, et al. Inner-outer layer co-optimization of sizing and energy management for renewable energy microgrid with storage[J]. Applied Energy, 2024, 363, 123066.
DOI |
13 | 赵才, 张志飞, 陈丹风, 等. 基于改进蜂群算法的微电网优化调度[J]. 电气自动化, 2022, 44 (5): 46- 49. |
ZHAO Cai, ZHANG Zhifei, CHEN Danfeng, et al. Optimal scheduling of microgrid based on improved bee colony algorithm[J]. Electrical Automation, 2022, 44 (5): 46- 49. | |
14 | 赵宇明, 郭佩乾, 袁志昌, 等. 建筑直流配用电系统运行控制策略与示范应用[J]. 南方电网技术, 2023, 17 (1): 63- 72. |
ZHAO Yuming, GUO Peiqian, YUAN Zhichang, et al. Operation control strategy and demonstration application of DC building distribution and utilization system[J]. Southern Power System Technology, 2023, 17 (1): 63- 72. | |
15 | 王扬, 路菲, 李骥, 等. 基于综合优化目标的低碳园区能源系统规划配置[J]. 中国电力, 2024, 57 (4): 14- 24. |
WANG Yang, LU Fei, LI Ji, et al. Multi-energy system planning and configuration study for low-carbon parks based on comprehensive optimization objectives[J]. Electric Power, 2024, 57 (4): 14- 24. | |
16 | 陈东海, 马旭, 王波, 等. 基于多阶段注意力机制的建筑空调负荷预测方法[J]. 浙江电力, 2023, 42 (10): 57- 64. |
CHEN Donghai, MA Xu, WANG Bo, et al. A load forecasting method for building air conditioning based on multi-stage attention mechanism[J]. Zhejiang Electric Power, 2023, 42 (10): 57- 64. | |
17 | 孙婉玉, 蒋天茁, 付强, 等. 谷电储能供暖系统优化设计方法[J]. 电力科技与环保, 2024, 40 (3): 286- 295. |
SUN Wanyu, JIANG Tianzhuo, FU Qiang, et al. Optimization design method of valley power energy storage heating system[J]. Electric Power Technology and Environmental Protection, 2024, 40 (3): 286- 295. | |
18 | 潘雨情, 祁兵, 李彬. 新能源园区零碳评价指标体系研究[J]. 内蒙古电力技术, 2023, 41 (5): 12- 18. |
PAN Yuqing, QI Bing, LI Bin. Research on zero carbon evaluation index system for new energy parks[J]. Inner Mongolia Electric Power, 2023, 41 (5): 12- 18. | |
19 | 吴俊, 庞波, 方鑫, 等. 建筑整合式太阳能微型聚光器集热性能测试与分析[J]. 东北电力大学学报, 2022, 42 (2): 26- 32. |
WU Jun, PANG Bo, FANG Xin, et al. Experimental performance of a building-integrated linear FresnelMicro-concentrator[J]. Journal of Northeast Electric Power University, 2022, 42 (2): 26- 32. | |
20 | 蒋棹骏, 向月, 谈竹奎, 等. 计及需求响应的高比例清洁能源园区储能容量优化配置[J]. 中国电力, 2023, 56 (12): 147- 155, 163. |
JIANG Zhaojun, XIANG Yue, TAN Zhukui, et al. Optimal allocation of energy storage capacity in high proportion clean energy parks considering demand response[J]. Electric Power, 2023, 56 (12): 147- 155, 163. | |
21 | 潘忠志, 孔宁, 王燕涛. 改进新能源消纳的配电网资源优化配置研究[J]. 东北电力大学学报, 2023, 43 (6): 71- 78. |
PAN Zhongzhi, KONG Ning, WANG Yantao. Joint optimal allocation method of energy-load-storage in power SupplyArea to improve new energy consumption capacity[J]. Journal of Northeast Electric Power University, 2023, 43 (6): 71- 78. | |
22 |
赵斌, 梁告, 姜孟浩, 等. 光储系统并网功率波动平抑及储能优化配置[J]. 发电技术, 2024, 45 (3): 423- 433.
DOI |
ZHAO Bin, LIANG Gao, JIANG Menghao, et al. Grid-connected power fluctuation suppression and energy storage optimization configuration of photovoltaic-energy storage system[J]. Power Generation Technology, 2024, 45 (3): 423- 433.
DOI |
|
23 | 杨锡勇, 张仰飞, 林纲, 等. 考虑需求响应的源-荷-储多时间尺度协同优化调度策略[J]. 发电技术, 2023, 44 (2): 253- 260. |
YANG Xiyong, ZHANG Yangfei, LIN Gang, et al. Multi-time scale collaborative optimal scheduling strategy for source-load-storage considering demand response[J]. Power Generation Technology, 2023, 44 (2): 253- 260. |
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