Distributed resource scheduling in smart grid with electric vehicle deployment using fireworks algorithm
Distributed resource scheduling in smart grid with electric vehicle deployment using fireworks algorithm作者机构:IIT DelhiNew DelhiIndia MNIT JaipurJaipurRajasthanIndia
出 版 物:《Journal of Modern Power Systems and Clean Energy》 (现代电力系统与清洁能源学报(英文))
年 卷 期:2016年第4卷第2期
页 面:188-199页
核心收录:
学科分类:080802[工学-电力系统及其自动化] 0808[工学-电气工程] 08[工学]
主 题:Unit commitment problem(UCP) Binary fireworks algorithm(BFWA) Constrained optimization Renewable energy technologies(RETs) Plug-in electric vehicle(PEV)
摘 要:Global warming and climate change are two key probing issues in the present *** electricity sector and transportation sector are two principle entities propelling both these *** from these two sectors can be offset by switching to greener ways of transportation through the electric vehicle (EV) and renewable energy technologies (RET).Thus,effective scheduling of both resources holds the key to sustainable *** paper presents a scheduling scenario-based approach in the smart *** formulation with dual objective function including both emissions and cost is developed for conventional unit commitment with EV and RET *** this work,the scheduling and commitment problem is solved using the fireworks algorithm which mimics explosion of fireworks in the sky to define search space and the distance between associated sparks to evaluate global ***,binary coded fireworks algorithm is developed for the proposed scheduling problem in the smart ***,possible scenarios inconventional as well as smart grid are put *** that,the proposed methodology is simulated using a test system with thermal generators.