Application of NSGA-II for environmental constraint economic dispatch of thermal-wind-solar power system

被引：11
作者：
Dey, Suman Kumar [2 ]
Dash, Deba Prasad [1 ]
Basu, Mousumi [2 ]
机构：
[1] Govt Coll Engn, Kalahandi, India
[2] Jadavpur Univ, Kolkata, India
来源：
RENEWABLE ENERGY FOCUS | 2022年 / 43卷
关键词：
Wind power uncertainty; Solar PV plant; Battery energy storage system; Fuel price; NO x emission level; SO 2 emission level; EMISSION LOAD DISPATCH; OPTIMIZATION; ALGORITHM;
D O I：
10.1016/j.ref.2022.08.008
中图分类号：
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号：
0807 ; 0820 ;
摘要：
Economic environmental dispatch (EED) of a thermal-wind-solar power system with battery energy storage system is a significant chore in electric power plant operation that involves allocation of generation among the online units so that the price, NOx extraction level and SO2 extraction level are enhanced concurrently whilst gratifying each and every experimental constraint. In the current research, Nondominated Sorting Genetic Algorithm-II (NSGA-II) has been suggested for solving EED problem. The experimental results of the two test systems obtained from the proposed technique for EED have been fit to that acquired from Strength Pareto Evolutionary Algorithm 2 (SPEA 2).@2022 Published by Elsevier Ltd.
引用
收藏
页码：239 / 245
页数：7
相关论文
共 25 条
[1]   Multiobjective evolutionary algorithms for electric power dispatch problem [J].
Abido, M. A. .
IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 2006, 10 (03) :315-329
[2]   Environmental/economic power dispatch using multiobjective evolutionary algorithms [J].
Abido, MA .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2003, 18 (04) :1529-1537
[3]   Multiobjective Particle Swarm Algorithm With Fuzzy Clustering for Electrical Power Dispatch [J].
Agrawal, Shubham ;
Panigrahi, B. K. ;
Tiwari, Manoj Kumar .
IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 2008, 12 (05) :529-541
[4]   SECURITY-CONSTRAINED MULTIOBJECTIVE GENERATION DISPATCH USING BICRITERION GLOBAL OPTIMIZATION [J].
CHANG, CS ;
WONG, KP ;
FAN, B .
IEE PROCEEDINGS-GENERATION TRANSMISSION AND DISTRIBUTION, 1995, 142 (04) :406-414
[5]   New multi-objective stochastic search technique for economic load dispatch [J].
Das, DB ;
Patvardhan, C .
IEE PROCEEDINGS-GENERATION TRANSMISSION AND DISTRIBUTION, 1998, 145 (06) :747-752
[6]   A fast and elitist multiobjective genetic algorithm: NSGA-II [J].
Deb, K ;
Pratap, A ;
Agarwal, S ;
Meyarivan, T .
IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 2002, 6 (02) :182-197
[7]  
Deb K., 1995, Complex Systems, V9, P115
[8]   STOCHASTIC ECONOMIC EMISSION LOAD DISPATCH [J].
DHILLON, JS ;
PARTI, SC ;
KOTHARI, DP .
ELECTRIC POWER SYSTEMS RESEARCH, 1993, 26 (03) :179-186
[9]   Ant lion optimization for short-term wind integrated hydrothermal power generation scheduling [J].
Dubey, Hari Mohan ;
Pandit, Manjaree ;
Panigrahi, B. K. .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2016, 83 :158-174
[10]   ECONOMIC LOAD DISPATCH MULTIOBJECTIVE OPTIMIZATION PROCEDURES USING LINEAR-PROGRAMMING TECHNIQUES [J].
FARAG, A ;
ALBAIYAT, S ;
CHENG, TC .
IEEE TRANSACTIONS ON POWER SYSTEMS, 1995, 10 (02) :731-738
123