Immune Log-Normal Evolutionary Programming (ILNEP) for solving economic dispatch problem with prohibited operating zones

M. H. Mansor, I. Musirin, M. M. Othman

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

2 Citations (Scopus)

Abstract

Economic dispatch is an important issue in electrical power system planning and operation. Its aim is to dispatch electricity to the consumers at minimal economic cost, while satisfying system constraints. Prohibited operating zones is one of the constraints which requires attention. This paper presents an efficient optimization technique termed as Immune Log-Normal Evolutionary Programming (ILNEP) to solve economic dispatch problem with prohibited operating zones. The proposed ILNEP optimization technique to solve economic dispatch problem with prohibited operating zones has been tested on the IEEE 26-Bus Reliability Test System (RTS). The proposed method has been tested on three case studies with different load conditions, for validation of its effectiveness. The three case studies are lightly loaded, mediumly loaded and heavily loaded. Comparison of results among ILNEP, artificial immune system (AIS) and evolutionary programming (EP) have been made and it revealed that ILNEP outperformed AIS and EP in giving the lowest total production cost.

Original languageEnglish
Title of host publication2017 4th International Conference on Industrial Engineering and Applications, ICIEA 2017
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages163-167
Number of pages5
ISBN (Electronic)9781509067749
DOIs
Publication statusPublished - 05 Jun 2017
Event4th International Conference on Industrial Engineering and Applications, ICIEA 2017 - Nagoya, Japan
Duration: 21 Apr 201723 Apr 2017

Publication series

Name2017 4th International Conference on Industrial Engineering and Applications, ICIEA 2017

Other

Other4th International Conference on Industrial Engineering and Applications, ICIEA 2017
CountryJapan
CityNagoya
Period21/04/1723/04/17

All Science Journal Classification (ASJC) codes

  • Strategy and Management
  • Industrial and Manufacturing Engineering

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    Mansor, M. H., Musirin, I., & Othman, M. M. (2017). Immune Log-Normal Evolutionary Programming (ILNEP) for solving economic dispatch problem with prohibited operating zones. In 2017 4th International Conference on Industrial Engineering and Applications, ICIEA 2017 (pp. 163-167). [7939199] (2017 4th International Conference on Industrial Engineering and Applications, ICIEA 2017). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/IEA.2017.7939199