Combined economic emission dispatch on dynamic systems using hybrid CSA-JAYA Algorithm

Sourav Basak, Biplab Bhattacharyya and Bishwajit Dey ()
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Sourav Basak: Indian Institute of Technology (Indian School of Mines)
Biplab Bhattacharyya: Indian Institute of Technology (Indian School of Mines)
Bishwajit Dey: Indian Institute of Technology (Indian School of Mines)

International Journal of System Assurance Engineering and Management, 2022, vol. 13, issue 5, No 13, 2269-2290

Abstract: Abstract Utilities are no longer only concerned with distributing power at a low cost. Rather, utilities are focusing on lowering the hazardous chemicals discharged into the environment as a result of greater usage of traditional fossil-fuelled generators to meet rising electrical energy demand. This may be done by increasing the use of renewable energy sources (RES) to provide clean power, hence preventing fossil fuel depletion. This article evaluates the dynamic economic emission dispatch (DEED) approach for two large test systems. Two DEED approaches, the price-penalty factor (PPF) method and fractional programming (FP) method, were studied for each of the test systems, and a comparative analysis was conducted based on the balanced trade-off solution between the least amount of hazardous and toxic gases released into the environment and fuel cost. The current article provides a unique hybrid CSA-JAYA method as an optimization tool. According to numerical information acquired, FP emits fewer dangerous and poisonous compounds into the environment than the PPF technique. Because of the valve point loading effect, fitness functions are non-convex and non-linear, necessitating the use of a metaheuristic over traditional optimization methods. The proposed CSA-JAYA algorithm consistently beat a long list of algorithms in producing high-quality results.

Keywords: Dynamic economic dispatch; VPE or valve point effect; Wind power; Optimization algorithms; CSAJAYA (search for similar items in EconPapers)
Date: 2022
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Citations: View citations in EconPapers (3)

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DOI: 10.1007/s13198-022-01635-z

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