Performance of Turbulent Flow of Water Optimization on Economic Load Dispatch Problem

Sanchari Deb, Essam H. Houssein, Mokhtar Said, Diaa Salama Abdelminaam (Corresponding Author)

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Abstract

The economic load dispatch (ELD) problems considering nonlinear characteristics where an optimal combination of power generating units is selected in order to minimize the total cost by economic allocation of power produced and the emission cost. As a consequence, optimal allocation is performed by considering both fuel cost and emission leading to Combined Economic and Emission Dispatch (CEED). This study presents a new Meta-heuristic algorithms (MHs) called the Turbulent Flow of Water Optimization (TFWO), which is based on the behaviour of whirlpools created in turbulent water flow, for solving different variants of ELD and CEED. To verify the robustness of the TFWO, various test network of CEED with effect of valve, and ELD with losses of transmission are incorporated. In comparison with seven well-known MHs such as Cuckoo Search Algorithm (CSA), Grey Wolf Algorithm (GW), Sine Cosine Algorithm (SCA), Earth Worm Optimization Algorithm (EWA), Tunicate Swarm Algorithm (TSA), Moth Search Algorithm (MSA) and Teaching Learning Based Optimization (TLBO), the TFWO provides the minimum fuel cost and significantly robust solutions of ELD problem over all tested networks. The results confirm the potential and effectiveness of the GWO to be a promising technique to solve various ELD problems.
Original languageEnglish
Article number9440399
Pages (from-to)77882-77893
JournalIEEE Access
Volume9
DOIs
Publication statusPublished - 25 May 2021
MoE publication typeA1 Journal article-refereed

Keywords

  • combined economic and emission dispatch (CEED)
  • economic load dispatch (ELD)
  • metaheuristic optimization algorithms
  • Turbulent flow of water optimization (TFWO)

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