上海交通大学学报 ›› 2024, Vol. 58 ›› Issue (1): 1-10.doi: 10.16183/j.cnki.jsjtu.2022.321
• 新型电力系统与综合能源 • 下一篇
张春雁1, 窦真兰1, 白冰青2, 王玲玲2(), 蒋传文2, 熊展2
收稿日期:
2022-08-19
修回日期:
2022-09-28
接受日期:
2022-10-27
出版日期:
2024-01-28
发布日期:
2024-01-16
通讯作者:
王玲玲,博士,助理研究员;E-mail:作者简介:
张春雁(1967-),硕士,从事电力与能源工程建设、安全生产、技术管理和科技创新等工作.
基金资助:
ZHANG Chunyan1, DOU Zhenlan1, BAI Bingqing2, WANG Lingling2(), JIANG Chuanwen2, XIONG Zhan2
Received:
2022-08-19
Revised:
2022-09-28
Accepted:
2022-10-27
Online:
2024-01-28
Published:
2024-01-16
摘要:
综合能源系统 (IES) 是实现“双碳”目标的重要手段,然而系统内部不同类型用户用能行为各异,使得IES协调优化与低碳运行难度增加.为了充分发挥用户的主观能动性,基于用户行为分析对IES的用户行为进行建模,并通过卷积神经网络将用户分为激进型和保守型.构建IES运营商决策模型,确定电热能源的供应方式,针对不用类型用户设计相应的能源套餐.基于实际数据分析上述模型和方法的有效性,验证了用户分类在IES低碳运行中的价值.
中图分类号:
张春雁, 窦真兰, 白冰青, 王玲玲, 蒋传文, 熊展. 基于用户分类的综合能源系统低碳运行策略[J]. 上海交通大学学报, 2024, 58(1): 1-10.
ZHANG Chunyan, DOU Zhenlan, BAI Bingqing, WANG Lingling, JIANG Chuanwen, XIONG Zhan. Low-Carbon Operation Strategy of Integrated Energy System Based on User Classification[J]. Journal of Shanghai Jiao Tong University, 2024, 58(1): 1-10.
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