Flexibility Management in Economic Dispatch With Dynamic Automatic Generation Control

被引:13
作者
Fan, Lei [1 ]
Zhao, Chaoyue [2 ]
Zhang, Guangyuan [3 ]
Huang, Qiuhua [4 ]
机构
[1] Univ Houston, Dept Engn Technol, Houston, TX 77204 USA
[2] Univ Washington, Dept Ind & Syst Engn, Seattle, WA 98195 USA
[3] RWE Renewables, Austin, TX 78701 USA
[4] Pacific Northwest Natl Lab, Richland, WA 99352 USA
基金
美国国家科学基金会;
关键词
Automatic generation control; Generators; Regulation; Power system dynamics; Economics; Uncertainty; Spinning; Economic dispatch; automatic generation control (AGC); flexibility management; robust optimization; cutting plane method; ROBUST UNIT COMMITMENT; POWER; OPTIMIZATION; MODEL;
D O I
10.1109/TPWRS.2021.3103128
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
As the installation of electronically interconnected renewable energy resources grows rapidly in power systems, system frequency maintenance and control become challenging problems to maintain the system reliability in bulk power systems. As two of the most important frequency control actions in the control centers of independent system operators (ISOs) and utilities, the interaction between Economic Dispatch (ED) and Automatic Generation Control (AGC) attracts more and more attention. In this paper, we propose a robust optimization based framework to measure the system flexibility by considering the interaction between two hierarchical processes (i.e., ED and AGC). We propose a cutting plane algorithm with the reformulation technique to obtain seven different indices of the system. In addition, we study the impacts of several system factors (i.e., the budget of operational cost, ramping capability, and transmission line capacity) and show numerically how these factors can influence the system flexibility.
引用
收藏
页码:876 / 886
页数:11
相关论文
共 30 条
[1]   Exploring the Modeling Capacity of Two-Stage Robust Optimization: Variants of Robust Unit Commitment Model [J].
An, Yu ;
Zeng, Bo .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2015, 30 (01) :109-122
[2]  
[Anonymous], 1992, ELECT J
[3]   A Data-Driven Model of Virtual Power Plants in Day-Ahead Unit Commitment [J].
Babaei, Sadra ;
Zhao, Chaoyue ;
Fan, Lei .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2019, 34 (06) :5125-5135
[4]   Adaptive Robust Optimization for the Security Constrained Unit Commitment Problem [J].
Bertsimas, Dimitris ;
Litvinov, Eugene ;
Sun, Xu Andy ;
Zhao, Jinye ;
Zheng, Tongxin .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2013, 28 (01) :52-63
[5]  
Bucher M.A., 2015, Powertech, 2015 ieee eindhoven, P1
[6]  
CAISO, 2019, 100 CAISO SB
[7]   Aggregate Power Flexibility in Unbalanced Distribution Systems [J].
Chen, Xin ;
Dall'Anese, Emiliano ;
Zhao, Changhong ;
Li, Na .
IEEE TRANSACTIONS ON SMART GRID, 2020, 11 (01) :258-269
[8]   A Configuration-Component-Based Hybrid Model for Combined-Cycle Units in MISO Day-Ahead Market [J].
Dai, Chenxi ;
Chen, Yonghong ;
Wang, Fengyu ;
Wan, Jie ;
Wu, Lei .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2019, 34 (02) :883-896
[9]   Rectangle Packing Problem for Battery Charging Dispatch Considering Uninterrupted Discrete Charging Rate [J].
Ding, Tao ;
Bai, Jiawen ;
Du, Pengwei ;
Qin, Boyu ;
Li, Furong ;
Ma, Jin ;
Dong, Zhaoyang .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2019, 34 (03) :2472-2475
[10]  
Ela Erik., 2014, Evolution of wholesale electricity market design with increasing levels of renewable generation