首页 | 本学科首页   官方微博 | 高级检索  
     

区域综合能源系统两阶段鲁棒博弈优化调度
引用本文:李笑竹,王维庆.区域综合能源系统两阶段鲁棒博弈优化调度[J].浙江大学学报(自然科学版 ),2021,55(1):177-188.
作者姓名:李笑竹  王维庆
作者单位:新疆大学 可再生能源发电与并网技术教育部工程研究中心,新疆 乌鲁木齐 830047
基金项目:国家自然科学基金资助项目(51667020,52067020);新疆自治区实验室开放课题资助项目(2018D4005)
摘    要:在区域综合能源系统的基本架构上,为了提升系统经济性与可再生能源并网能力,研究混合储能、冷热电联供机组(CCHP)、能量转换装置在多能互补下的两阶段优化运行模型. 利用虚拟能量厂(VEP),平抑发、用电不确定性;采用鲁棒理论,构建灵活调整边界的不确定合集;引入条件风险理论,构建考虑多种不确定关系耦合下基于Copula-RCVaR的能量管理风险模型. 针对上述模型特点,提出基于滤子技术的多目标鲸鱼算法进行求解. 分析不同可再生能源渗透率及集群效应对系统收益结果和运行策略的影响. 结果表明,引入虚拟能量厂可以提高利润1.9%,在保证稳定运行的前提下合理选择荷、源不确定变量的置信概率,可以提高利润5.9%.

关 键 词:区域综合能源系统(RIES)  鲁棒理论  两阶段优化  收益损失风险  多目标优化算法  

Bi-level robust game optimal scheduling of regional comprehensive energy system
Xiao-zhu LI,Wei-qing WANG.Bi-level robust game optimal scheduling of regional comprehensive energy system[J].Journal of Zhejiang University(Engineering Science),2021,55(1):177-188.
Authors:Xiao-zhu LI  Wei-qing WANG
Abstract:The two-stage optimal operation strategy model of hybrid energy storage, combined cooling, heating and power (CCHP) units and energy conversion device was analyzed based on the basic framework of regional integrated energy system (RIES) in order to improve the system economy and the grid connection capacity of large-scale connected renewable energy under the RIES with multiple energy complementary. Virtual energy plant (VEP) was used to stabilize the uncertainty of power generation and consumption. The robust theory was used to construct the uncertain aggregate to adjust the boundary flexibly, and conditional risk theory was introduced to construct the risk model of RIES energy management based on Copula-RCVaR. A multi-objective whale optimal algorithm based on filter technology was proposed to solve the above complex model. The influence of different renewable energy penetration rate and their cluster effect on the income result and operation strategy of RIES was analyzed. Results show that the profit of RIES can be increased by 1.9% by introducing VEP. The profit of RIES can be increased by 5.9% by selecting a reasonable confidence probability of the uncertain variables for load and source based on the premise of ensuring the stable operation.
Keywords:regional integrated energy system (RIES)  robust theory  bi-level optimization  revenue and loss risk  multi-objective optimization algorithm  
本文献已被 CNKI 等数据库收录!
点击此处可从《浙江大学学报(自然科学版 )》浏览原始摘要信息
点击此处可从《浙江大学学报(自然科学版 )》下载全文
设为首页 | 免责声明 | 关于勤云 | 加入收藏

Copyright©北京勤云科技发展有限公司  京ICP备09084417号