A modified imperialist competitive algorithm for combined heat and power dispatch

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DAVOODI ELNAZ; BABAEI EBRAHIM

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Journal: COMPUTATIONAL INTELLIGENCE IN ELECTRICAL ENGINEERING (INTELLIGENT SYSTEMS IN ELECTRICAL ENGINEERING) Year:2019 | Volume:10 | Issue:1 Page(s): 1-18

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Title

A modified imperialist competitive algorithm for combined heat and power dispatch

Author(s)

DAVOODI ELNAZ | BABAEI EBRAHIM | Issue Writer Certificate

Keywords

Assimilation policy Cogeneration Combined heat and power Imperialist competitive algorithm (ICA) Modified imperialist competitive algorithm (MICA)Q1

Abstract

In this paper, a new approach based on imperialist competitive algorithm (ICA) has been proposed to solve the combined heat and power economic dispatch (CHPED) problem. In order to avoid trapping in local optimum and improve the solution quality of the original ICA, a new assimilation policy has been addressed with varying coefficients during iterations. CHPED problem is a non-convex and non-linear optimization problem which has various constraints. Unlike previous methods, valve point effects are considered in some case studies and the effect of valve-point in cost function considered with adding an absolute sinusoidal term to conventional polynomial cost function. To evaluate the effectiveness of the proposed method, three different test cases with small, medium and large scales have been applied to investigate the performance of the proposed method on the CHPED problems. Each case study is including different test systems. Numerical results demonstrate the superiority of the proposed framework and reveal that MICA can find better solutions in comparing with the other methods.

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APA: Copy

DAVOODI, ELNAZ, & BABAEI, EBRAHIM. (2019). A modified imperialist competitive algorithm for combined heat and power dispatch. COMPUTATIONAL INTELLIGENCE IN ELECTRICAL ENGINEERING (INTELLIGENT SYSTEMS IN ELECTRICAL ENGINEERING), 10(1 ), 1-18. SID. https://sid.ir/paper/203058/en

Vancouver: Copy

DAVOODI ELNAZ, BABAEI EBRAHIM. A modified imperialist competitive algorithm for combined heat and power dispatch. COMPUTATIONAL INTELLIGENCE IN ELECTRICAL ENGINEERING (INTELLIGENT SYSTEMS IN ELECTRICAL ENGINEERING)[Internet]. 2019;10(1 ):1-18. Available from: https://sid.ir/paper/203058/en

IEEE: Copy

ELNAZ DAVOODI, and EBRAHIM BABAEI, “A modified imperialist competitive algorithm for combined heat and power dispatch,” COMPUTATIONAL INTELLIGENCE IN ELECTRICAL ENGINEERING (INTELLIGENT SYSTEMS IN ELECTRICAL ENGINEERING), vol. 10, no. 1 , pp. 1–18, 2019, [Online]. Available: https://sid.ir/paper/203058/en

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