NDLI: Differential Evolution Immunized Ant Colony Optimization Technique (DEIANT) in solving economic dispatch by considering prohibited operating zones

Content Provider	IEEE Xplore Digital Library
Author	Rahmat, N.A. Musirin, I. Abidin, A.F.
Copyright Year	2014
Description	Author affiliation: Fac. of Electr. Eng., Univ. Teknol. MARA, Shah Alam, Malaysia (Rahmat, N.A.; Musirin, I.; Abidin, A.F.)
Abstract	In energy industry, generating the correct amount of electrical power is crucial. Economic load dispatch is used to compute the necessary amount of power among the generators. However, each generator in a system is limited by its physical properties that will limit its maximum potential. This prohibited zone divides the actual operation limits of a particular generator into several subdivisions. This paper proposes Differential Evolution Immunized Ant Colony Optimization (DEAINT) technique in solving economic dispatch by considering prohibited operating zones. The optimization process was conducted on IEEE 30-Bus Reliable Test System (RTS). Verification of DEIANT technique was performed by comparing it with Evolutionary Programming (EP) and Ant Colony Optimization (ACO) technique. The comparative studies indicate that DEIANT outperformed EP and ACO in terms of achieving lower operating cost and power loss.
Sponsorship	IEEE Malaysia Sect. PE Chapt.
Starting Page	455
Ending Page	460
File Size	208632
Page Count	6
File Format	PDF
e-ISBN	9781479924226
DOI	10.1109/PEOCO.2014.6814472
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2014-03-24
Publisher Place	Malaysia
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Economics Ant colony optimization Power engineering Ant Colony Optimization (ACO) Economic Dispatch (ED) Evolutionary Programming (EP) Generators Differential Evolution Immunized Ant Colony Optimization (DEIANT) Mathematical model Equations Optimization
Content Type	Text
Resource Type	Article

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