Combined economic emission dispatch problem using chaotic self adaptive PSO

Rani, C., Kothari, Dwarkadas Pralhaddas and Busawon, Krishna (2013) Combined economic emission dispatch problem using chaotic self adaptive PSO. In: ICPEC 2013 - International Conference on Power, Energy and Control, 9th - 11th September 2013, Peshawar, Pakistan.

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Official URL: http://dx.doi.org/10.1109/ICPEC.2013.6527689

Abstract

This research work presents a Chaotic Self Adaptive Particle Swarm Optimization (CSAPSO) algorithm in order to solve the Combined Economic Emission Dispatch (CEED) problem. The main purpose of the work is to derive a simple and effective method for optimum generation dispatch to minimize the fuel cost and emission of power networks by considering several non-linear characteristics of the generator such as valve point effect, prohibited operating zones and ramp rate limits. A chaotic local search operator is introduced in the proposed algorithm to avoid premature convergence. Simulation studies are carried out, using MATLAB software, to show the effectiveness of the proposed optimization method. The applicability and high feasibility of the proposed method is validated on IEEE 30 bus, six generator systems. The CSAPSO based approach has been extended to evaluate the trade-off curve between the fuel cost and emission according to the bi-criterion objective function. In order to see the effectiveness of the proposed algorithm, it has been compared with other algorithms in the literature. Results show that the CSAPSO is more powerful than other algorithms.

Item Type: Conference or Workshop Item (Paper)
Uncontrolled Keywords: Chaotic Self Adaptive Particle Swarm Optimization (CSAPSO); Combined Economic Emission Dispatch (CEED); ramp rate limits; valve point effect
Subjects: H600 Electronic and Electrical Engineering
Department: Faculties > Engineering and Environment > Mathematics, Physics and Electrical Engineering
Depositing User: Becky Skoyles
Date Deposited: 16 Jan 2015 16:10
Last Modified: 24 Oct 2017 08:53
URI: http://nrl.northumbria.ac.uk/id/eprint/20810

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