Economic load dispatch with valve-point loading effect by using differential evolution immunized ant colony optimization technique

Nur Azzammudin Rahmat, I. Musirin, A. F. Abidin, M. R. Ahmad

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Abstract

Economic load dispatch is conducted by the utilities in order to determine the best generation level at the most feasible operating cost. In order to guarantee satisfying energy delivery to the consumer, a precise calculation of generation level is required. In order to achieve accurate and practical solution, several considerations such as prohibited operating zones, valve-point effect and ramp-rate limit need to be taken into account. However, these considerations cause the optimization to become complex and difficult to solve. This research focuses on the valve-point effect that causes ripple in the fuel-cost curve. This paper also proposes Differential Evolution Immunized Ant Colony Optimization (DEIANT) in solving economic load dispatch problem with valve-point effect. Comparative studies involving DEIANT, EP and ACO are conducted on IEEE 30-Bus RTS for performance assessments. Results indicate that DEIANT is superior to the other compared methods in terms of calculating lower operating cost and power loss.

Original languageEnglish
Title of host publication2014 Australasian Universities Power Engineering Conference, AUPEC 2014 - Proceedings
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9780646923758
DOIs
Publication statusPublished - 24 Nov 2014
Event24th Australasian Universities Power Engineering Conference, AUPEC 2014 - Perth, Australia
Duration: 28 Sep 201401 Oct 2014

Other

Other24th Australasian Universities Power Engineering Conference, AUPEC 2014
CountryAustralia
CityPerth
Period28/09/1401/10/14

Fingerprint

Ant colony optimization
Operating costs
Economics
Costs

All Science Journal Classification (ASJC) codes

  • Energy Engineering and Power Technology

Cite this

Rahmat, N. A., Musirin, I., Abidin, A. F., & Ahmad, M. R. (2014). Economic load dispatch with valve-point loading effect by using differential evolution immunized ant colony optimization technique. In 2014 Australasian Universities Power Engineering Conference, AUPEC 2014 - Proceedings [6966560] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/AUPEC.2014.6966560
Rahmat, Nur Azzammudin ; Musirin, I. ; Abidin, A. F. ; Ahmad, M. R. / Economic load dispatch with valve-point loading effect by using differential evolution immunized ant colony optimization technique. 2014 Australasian Universities Power Engineering Conference, AUPEC 2014 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2014.
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Rahmat, NA, Musirin, I, Abidin, AF & Ahmad, MR 2014, Economic load dispatch with valve-point loading effect by using differential evolution immunized ant colony optimization technique. in 2014 Australasian Universities Power Engineering Conference, AUPEC 2014 - Proceedings., 6966560, Institute of Electrical and Electronics Engineers Inc., 24th Australasian Universities Power Engineering Conference, AUPEC 2014, Perth, Australia, 28/09/14. https://doi.org/10.1109/AUPEC.2014.6966560

Economic load dispatch with valve-point loading effect by using differential evolution immunized ant colony optimization technique. / Rahmat, Nur Azzammudin; Musirin, I.; Abidin, A. F.; Ahmad, M. R.

2014 Australasian Universities Power Engineering Conference, AUPEC 2014 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2014. 6966560.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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Rahmat NA, Musirin I, Abidin AF, Ahmad MR. Economic load dispatch with valve-point loading effect by using differential evolution immunized ant colony optimization technique. In 2014 Australasian Universities Power Engineering Conference, AUPEC 2014 - Proceedings. Institute of Electrical and Electronics Engineers Inc. 2014. 6966560 https://doi.org/10.1109/AUPEC.2014.6966560