Water-Energy Nexus Management for Power Systems

被引:32
|
作者
Zhao, Pengfei [1 ,2 ,3 ]
Gu, Chenghong [3 ]
Cao, Zhidong [1 ,2 ]
Ai, Qian [4 ]
Xiang, Yue [5 ]
Ding, Tao [6 ]
Lu, Xi [7 ]
Chen, Xinlei [8 ]
Li, Shuangqi [3 ]
机构
[1] Chinese Acad Sci, Inst Automat, Beijing 100864, Peoples R China
[2] Univ Chinese Acad Sci, Sch Artificial Intelligence, Beijing, Peoples R China
[3] Univ Bath, Dept Elect & Elect Engn, Bath BA2 7AY, Avon, England
[4] Shanghai Jiao Tong Univ, Sch Elect Informat & Elect Engn, Dept Elect Engn, Shanghai 200240, Peoples R China
[5] Sichuan Univ, Coll Elect Engn, Chengdu 610065, Peoples R China
[6] Xi An Jiao Tong Univ, State Key Lab Elect Insulat & Power Equipment, Dept Elect Engn, Xian 710049, Peoples R China
[7] Hong Kong Polytech Univ, Dept Elect Engn, Kowloon, Hong Kong, Peoples R China
[8] Carnegie Mellon Univ, Elect Engn Dept, Pittsburgh, PA 15289 USA
基金
英国工程与自然科学研究理事会; 中国国家自然科学基金;
关键词
Indexes; Cogeneration; Water pumps; Optimization; Electrical engineering; Natural gas; Batteries; Integrated energy system; mean-risk optimization; power-to-gas; renewable uncertainty; water-energy nexus; GAS; OPTIMIZATION; ELECTRICITY; DISPATCH; STORAGE;
D O I
10.1109/TPWRS.2020.3038076
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The water system management problem has been widely investigated. However, the interdependencies between water and energy systems are significant and the effective co-optimization is required considering strong interconnections. This paper proposes a two-stage distributionally robust operation model for integrated water-energy nexus systems including power, gas and water systems networked with energy hub systems at a distribution level considering wind uncertainty. The presence of wind power uncertainty inevitably leads to risks in the optimization model. Accordingly, a coherent risk measure, i.e., conditional value-at-risk, is combined with the optimization objective to determine risk-averse operation schemes. This two-stage mean-risk distributionally robust optimization is solved by Bender's decomposition method. Both the day-ahead and real-time operation cost are minimized with an optimal set of scheduling the multi-energy infrastructures. Case studies focus on investigating the strong interdependencies among the four interconnected energy systems. Numerical results validate the economic effectiveness of IES through optimally coordinating the multi-energy infrastructures. The proposed model can provide system operators a powerful two-stage operation scheme to minimise operation cost under water-energy nexus considering risk caused by renewable uncertainties, thus benefiting customers with lower utility bills.
引用
收藏
页码:2542 / 2554
页数:13
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