An NSGA-III algorithm for solving multi-objective economic/environmental dispatch problem

Cogent Engineering

Indrajit N. Trivedi¹  Narottam Jangir¹  Rajnikant H. Bhesdadiya²  Pradeep Jangir²  Arvind Kumar³ 

[1] Government Engineering College;Lukhdhirji Engineering College;University of Western Australia;

关键词: emission constrained economic dispatch;    nsga-iii;    valve point loading effect;    meta-heuristic;    multi-objective;   

DOI  :  10.1080/23311916.2016.1269383

来源: DOAJ

【 摘 要 】

The main ambition of utility is to provide continuous reliable supply to customers, satisfying power balance, transmission loss while generators are allowed to be operated within rated limits. Meanwhile, achieving this from fossil fuel fired power plant emission value and fuel cost should be as less as possible. An allowable deviation in fuel cost and feasible tolerance in fuel cost has been additively called as multi objective combined economic emission dispatch (MOCEED) problem. MOCEED problem is applied to newly proposed non dominated sorting genetic algorithm-III (NSGA-III). NSGA-III method is really powerful to handle problems with non-linear characteristics as well as having many objectives. The proposed NSGA-III is firstly applied to unconstraint/constraints multi-objective test functions then applied to solve MOCEED problem with 6-generation unit, IEEE 118 bus 14 generating unit system with a smooth quadratic fuel/emission objective functions and 10-unit with non-smooth/valve point loading effect test system. Statistical results of MOCEED problem obtained by NSGA-III is compared with other well-known techniques proposed in recent literature, validates the effectiveness of proposed approach.

【 授权许可】

Unknown