Operation of a High Renewable Penetrated Power System With CSP Plants: A Look-Ahead Stochastic Unit Commitment Model

被引:143
作者
Du, Ershun [1 ]
Zhang, Ning [1 ]
Hodge, Bri-Mathias [2 ]
Wang, Qin [2 ]
Lu, Zongxiang [1 ]
Kang, Chongqing [1 ]
Kroposki, Benjamin [2 ]
Xia, Qing [1 ]
机构
[1] Tsinghua Univ, Elect Engn Dept, State Key Lab Power Syst, Beijing 10084, Peoples R China
[2] Natl Renewable Energy Lab, Golden, CO 80401 USA
基金
国家重点研发计划; 中国国家自然科学基金;
关键词
Concentrating solar power; energy storage; high share of renewable energy; operational flexibility; stochastic unit commitment; CONCENTRATING SOLAR POWER; ENERGY-STORAGE;
D O I
10.1109/TPWRS.2018.2866486
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
080906 [电磁信息功能材料与结构]; 082806 [农业信息与电气工程];
摘要
The integration of variable renewable energy (VRE) generation, i.e., wind power and solar photovoltaic, brings significant uncertainty for the power system operation. Different with VRE techniques, concentrating solar power (CSP) is an appealing renewable generation technology due to its dispatch ability through the use of thermal energy storage and is thus expected to play a significant role in high renewable energy penetrated power systems. In this paper, we propose a look-ahead stochastic unit commitment model to operate power systems with CSP under high renewable energy penetration. It has a three-stage structure. The first stage optimizes the operational decisions in a day-ahead framework based on forecasts; the second stage minimizes the expected generation cost for possible realizations in the real time; and the third stage accounts for look-ahead operation in future operating days. This paper has a dual purpose: first, exploring how CSP plants operate in high renewable penetrated power systems; and second, analyzing the benefits of CSP in accommodating VRE generation. A case study on a modified IEEE RTS-79 system with actual solar and wind power data is provided to validate the proposed method.
引用
收藏
页码:140 / 151
页数:12
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