Mixed integer programming of generalized hydro-thermal self-scheduling of generating units

被引:30
作者
Aghaei, J. [1 ]
Ahmadi, A. [2 ]
Shayanfar, H. A. [2 ]
Rabiee, A. [3 ]
机构
[1] Shiraz Univ Technol, Dept Elect & Elect Engn, Shiraz, Iran
[2] Iran Univ Sci & Technol, Ctr Excellence Power Syst Automat & Operat, Dept Elect Engn, Tehran, Iran
[3] Shahrekord Univ, Fac Engn & Technol, Dept Elect Engn, Shahrekord, Iran
关键词
Hydro-thermal self scheduling; Mixed-integer programming; Dynamic ramp rate; Prohibited operating zones; Valve loading effect; ECONOMIC-DISPATCH; GENETIC ALGORITHM; POWER PRODUCER; THERMAL UNIT; COMMITMENT; SECURITY; OPTIMIZATION; SEARCH; ENERGY; FUEL;
D O I
10.1007/s00202-012-0246-6
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
This paper presents the application of mixed-integer programming (MIP) approach for solving the hydrothermal self scheduling (HTSS) problem of generating units. In the deregulated environment, the generation companies schedule their generators to maximize their profit while satisfying loads is not an obligation. The HTSS is a high dimensional mixed-integer optimization problem. Therefore, in the large-scale power systems, solving the HTSS is very difficult. In this paper, MIP formulation is adopted for precise modeling of dynamic ramp rate limits, prohibited operating zones, operating services, valve loading effects, variable fuel cost, non-linear start-up cost functions of thermal units, fuel and emission limits of thermal units, multi head power-discharge characteristics of hydro plants and spillage of reservoir. The modified IEEE 118-bus system is used to demonstrate the performance of the proposed method.
引用
收藏
页码:109 / 125
页数:17
相关论文
共 45 条
[1]   Nonconvex Economic Dispatch With AC Constraints by a New Real Coded Genetic Algorithm [J].
Amjady, Nima ;
Nasiri-Rad, Hadi .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2009, 24 (03) :1489-1502
[2]   Optimal response of a thermal unit to an electricity spot market [J].
Arroyo, JM ;
Conejo, AJ .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2000, 15 (03) :1098-1104
[3]   Hydrothermal self-scheduling problem in a day-ahead electricity market [J].
Bisanovic, Smajo ;
Hajro, Mensur ;
Dlakic, Muris .
ELECTRIC POWER SYSTEMS RESEARCH, 2008, 78 (09) :1579-1596
[4]   A practical approach for profit-based unit commitment with emission limitations [J].
Catalao, J. P. S. ;
Mariano, S. J. P. S. ;
Mendes, V. M. F. ;
Ferreira, L. A. F. M. .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2010, 32 (03) :218-224
[5]   Self-scheduling of a hydro producer in a pool-based electricity market [J].
Conejo, AJ ;
Arroyo, JM ;
Contreras, J ;
Villamor, FA .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2002, 17 (04) :1265-1272
[6]   Mixed integer programming method to solve security constrained unit commitment with restricted operating zone limits [J].
Daneshi, Hossein ;
Choobbari, Azim Lotfjou ;
Shahidehpour, Mohammad ;
Li, Zuyi .
2008 IEEE INTERNATIONAL CONFERENCE ON ELECTRO/INFORMATION TECHNOLOGY, 2008, :187-192
[7]   Adaptive mixed-integer programming unit commitment strategy for determining the value of forecasting [J].
Delarue, Erik ;
D'haeseleer, William .
APPLIED ENERGY, 2008, 85 (04) :171-181
[8]   What is evolutionary computation? [J].
Fogel, DB .
IEEE SPECTRUM, 2000, 37 (02) :26-32
[9]   Combined pool/bilateral dispatch - Part I: Performance of trading strategies [J].
Galiana, FD ;
Kockar, I ;
Franco, PC .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2002, 17 (01) :92-99
[10]  
Holland J.H., 1992, Adaptation in Natural and Artificial Systems: An Introductory Analysis with Applications to Biology, Control and Artificial Intelligence