月刊
ISSN 1000-7229
CN 11-2583/TM
电力建设 ›› 2022, Vol. 43 ›› Issue (3): 12-21.doi: 10.12204/j.issn.1000-7229.2022.03.002
• 新型电力系统下配电网规划与运行优化关键技术研究及应用·栏目主持 王守相教授、赵倩宇博士· • 上一篇 下一篇
金国锋1, 邢敬舒1, 张林1, 张秀路1, 赵立军1, 刘自发2(), 丛彪2
收稿日期:
2021-09-14
出版日期:
2022-03-01
发布日期:
2022-03-24
作者简介:
金国锋(1980),男,硕士,高级工程师,研究方向为新能源并网优化调度;基金资助:
JIN Guofeng1, XING Jingshu1, ZHANG Lin1, ZHANG Xiulu1, ZHAO Lijun1, LIU Zifa2(), CONG Biao2
Received:
2021-09-14
Online:
2022-03-01
Published:
2022-03-24
Supported by:
摘要:
随着双碳目标的提出,大力发展新能源、降低碳排放将是未来能源发展的主线。由于新能源装机容量快速增长,电网消纳形势日趋严峻。为了消纳大规模风电的弃风功率来提升电网的调峰能力,文章提出了基于NSGA-III算法和考虑用户舒适度的蓄热式电采暖参与风电消纳的多目标优化模型。首先,分析了蓄热式电采暖的工作特性及参与风电消纳的运行机理,考虑用户舒适度的电、热需求响应,在满足用户舒适度前提下充分挖掘电、热需求响应潜力。其次,以风电消纳最大、运行成本最小、碳排放量最低作为优化目标,结合功率平衡、电采暖等约束条件,建立蓄热式电采暖参与风电消纳的多目标优化模型,并采用NSGA-III算法对模型进行求解。最后,基于某电网的实际数据进行仿真,结果表明所提方法提高了风电消纳的能力,降低了设备的运行成本,并有效减少了碳排放,且验证了所提算法的有效性。
中图分类号:
金国锋, 邢敬舒, 张林, 张秀路, 赵立军, 刘自发, 丛彪. 考虑用户舒适度的蓄热式电采暖参与风电消纳的多目标优化[J]. 电力建设, 2022, 43(3): 12-21.
JIN Guofeng, XING Jingshu, ZHANG Lin, ZHANG Xiulu, ZHAO Lijun, LIU Zifa, CONG Biao. Multi-objective Optimization of Wind Power Accommodation withRegenerative Electric Heating Considering User Comfort[J]. ELECTRIC POWER CONSTRUCTION, 2022, 43(3): 12-21.
表6 不同舒适度对蓄热式电采暖参与风电消纳的多目标优化影响分析
Table 6 Analysis of the influence of different comfortlevels on the multi-objective optimization of regenerativeelectric heating participation in wind power accommodation
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