Short Term Hydro Thermal Scheduling Using Invasive Weed Optimization Technique

被引:0
作者
Barisal, A. K. [1 ]
Prusty, R. C. [1 ]
Dash, S. S. [1 ]
Kisan, S. K. [1 ]
机构
[1] Veer Surendra Sai Univ Technol, Dept Elect Engn, Burla, Odisha, India
来源
COMPUTATIONAL INTELLIGENCE IN DATA MINING, VOL 3 | 2015年 / 33卷
关键词
Hydrothermal scheduling; Cascade reservoir; Invasive weed optimization; Valve point loading effect; EVOLUTIONARY PROGRAMMING TECHNIQUE; DIFFERENTIAL EVOLUTION; GENETIC ALGORITHM; SYSTEMS; DISPATCH;
D O I
10.1007/978-81-322-2202-6_36
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper presents an efficient and reliable new invasive weed optimization algorithm to solve scheduling of hydro-thermal systems with cascaded reservoirs. A multi chain cascaded hydro-thermal systems with non-linear relationship between water discharge rate, power generation and net head is considered. The water transport delay between cascaded reservoirs, prohibited operating zones, valve point loading effects and transmission losses are also considered. The feasibility of the proposed method is demonstrated in one standard test system consisting of four cascaded hydro units and an equivalent thermal unit. The findings of the proposed method are better than the results of other established methods reported in literature in terms of quality of solution and convergence characteristics.
引用
收藏
页数:11
相关论文
共 26 条
[1]  
[Anonymous], 1984, Power Generation Operation and Control
[2]   An interactive fuzzy satisfying method based on evolutionary programming technique for multiobjective short-term hydrothermal scheduling [J].
Basu, M .
ELECTRIC POWER SYSTEMS RESEARCH, 2004, 69 (2-3) :277-285
[3]   A simulated annealing-based goal-attainment method for economic emission load dispatch of fixed head hydrothermal power systems [J].
Basu, M .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2005, 27 (02) :147-153
[4]   Improved differential evolution for short-term hydrothermal scheduling [J].
Basu, M. .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2014, 58 :91-100
[5]   AN EFFICIENT HYDROTHERMAL SCHEDULING ALGORITHM [J].
CARVALHO, MF ;
SOARES, S .
IEEE TRANSACTIONS ON POWER SYSTEMS, 1987, 2 (03) :537-542
[6]   HYDROELECTRIC GENERATION SCHEDULING WITH AN EFFECTIVE DIFFERENTIAL DYNAMIC-PROGRAMMING ALGORITHM [J].
CHANG, SC ;
CHEN, CH ;
FONG, IK ;
LUH, PB .
IEEE TRANSACTIONS ON POWER SYSTEMS, 1990, 5 (03) :737-743
[7]   An improved PSO technique for short-term optimal hydrothermal scheduling [J].
Hota, P. K. ;
Barisal, A. K. ;
Chakrabarti, R. .
ELECTRIC POWER SYSTEMS RESEARCH, 2009, 79 (07) :1047-1053
[8]   Short-term hydrothermal scheduling through evolutionary programming technique [J].
Hota, PK ;
Chakrabarti, R ;
Chattopadhyay, PK .
ELECTRIC POWER SYSTEMS RESEARCH, 1999, 52 (02) :189-196
[9]   Efficient real coded genetic algorithm to solve the non-convex hydrothermal scheduling problem [J].
Kumar, Sushil ;
Naresh, R. .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2007, 29 (10) :738-747
[10]   Short-term scheduling of hydrothermal power system with cascaded reservoirs by using modified differential evolution [J].
Lakshminarasimman, L. ;
Subramanian, S. .
IEE PROCEEDINGS-GENERATION TRANSMISSION AND DISTRIBUTION, 2006, 153 (06) :693-700