Decentralized monthly generation scheduling of cascade hydropower plants in multiple time scale markets

被引:11
作者
Ma, Yuhang [1 ]
Huang, Yuan [2 ]
Wu, Gang [3 ]
Liu, Junyong [2 ]
Liu, Yang [2 ]
Xiang, Yue [2 ]
Liu, Youbo [2 ]
Tang, Zao [2 ]
机构
[1] State Grid Hebei Elect Power Co Ltd, Shijiazhuang 050023, Hebei, Peoples R China
[2] Sichuan Univ, Coll Elect Engn, Chengdu 610065, Peoples R China
[3] State Grid Sichuan Econ Res Inst, Chengdu 610041, Peoples R China
基金
中国国家自然科学基金;
关键词
Cascade hydropower; Decentralized optimization; ADMM; Bilevel programming; OPTIMAL POWER-FLOW; ADMM; OPTIMIZATION; ALGORITHM; SYSTEMS;
D O I
10.1016/j.ijepes.2021.107420
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
Centralized optimization is widely used in generation scheduling of cascade hydropower plants to make full use of reservoir capacity. However, it is very common that the upstream and downstream plants of cascade hydropower system belong to different operators. Therefore, the problems of information privacy and profit distribution are inevitable, which prevents the application of centralized optimization. In order to solve these problems, a decentralized monthly generation scheduling model of cascade hydropower plants in multiple time scale markets is presented in this paper. First, the decoupling method of cascade hydropower plants is introduced. Then a flow-based bilateral contract is designed. The upstream and downstream plants can sign contract to increase their revenues, thereby increasing total revenues of cascade hydropower system. Finally, the hydropower scheduling problem is modelled based on limited information exchange to protect information privacy. The problem is solved by alternating direction method of multipliers (ADMM). The feasibility and effectiveness of the presented model and methods are verified by case studies.
引用
收藏
页数:16
相关论文
共 34 条
[1]   SHORT-TERM GENERATION SCHEDULING OF HYDRAULIC MULTI-RESERVOIR MULTIAREA INTERCONNECTED SYSTEMS [J].
AMADO, SM ;
RIBEIRO, CC .
IEEE TRANSACTIONS ON POWER SYSTEMS, 1987, 2 (03) :758-763
[2]  
[Anonymous], 2015, Energy Systems
[3]   Piece-wise linear approximation of functions of two variables [J].
Babayev Djangir A. .
Journal of Heuristics, 1997, 2 (4) :313-320
[4]   A renewable perspective for sustainable energy development in Turkey: The case of small hydropower plants [J].
Balat, Havva .
RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2007, 11 (09) :2152-2165
[5]   An MILP approach for short-term hydro scheduling and unit commitment with head-dependent reservoir [J].
Borghetti, Alberto ;
D'Ambrosio, Claudia ;
Lodi, Andrea ;
Martello, Silvano .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2008, 23 (03) :1115-1124
[6]   Scheduling of Head-Sensitive Cascaded Hydro Systems: A Nonlinear Approach [J].
Catalao, J. P. S. ;
Mariano, S. J. P. S. ;
Mendes, V. M. F. ;
Ferreira, L. A. F. M. .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2009, 24 (01) :337-346
[7]   Experiences with mixed integer linear programming based approaches on short-term hydro scheduling [J].
Chang, GW ;
Aganagic, M ;
Waight, JG ;
Medina, J ;
Burton, T ;
Reeves, S ;
Christoforidis, M .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2001, 16 (04) :743-749
[8]   Genetic aided scheduling of hydraulically coupled plants in hydro-thermal coordination [J].
Chen, PH ;
Hang, HG .
IEEE TRANSACTIONS ON POWER SYSTEMS, 1996, 11 (02) :975-981
[9]   Decentralized Unit Commitment in Integrated Heat and Electricity Systems Using SDM-GS-ALM [J].
Chen, Yuwei ;
Guo, Qinglai ;
Sun, Hongbin .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2019, 34 (03) :2322-2333
[10]   Piecewise linear approximation of functions of two variables in MILP models [J].
D'Ambrosio, Claudia ;
Lodi, Andrea ;
Martello, Silvano .
OPERATIONS RESEARCH LETTERS, 2010, 38 (01) :39-46