PARTICLE SWARM OPTIMIZATION WITH SMART INERTIA FACTOR FOR COMBINED HEAT AND POWER ECONOMIC DISPATCH

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GHORBANI NASER; ADHAM BABAK; FARHADI PAYAM

مرکز اطلاعات علمی Scientific Information Database (SID) - Trusted Source for Research and Academic Resources

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Paper Information

Journal: International Journal of Smart Electrical Engineering Year:2015 | Volume:4 | Issue:4 Page(s): 197-202

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Information Journal Paper

Title

PARTICLE SWARM OPTIMIZATION WITH SMART INERTIA FACTOR FOR COMBINED HEAT AND POWER ECONOMIC DISPATCH

Author(s)

GHORBANI NASER | ADHAM BABAK | FARHADI PAYAM | Issue Writer Certificate

Keywords

COMBINED HEAT AND POWER

ECONOMIC DISPATCH

NON-CONVEX

PARTICLE SWARM OPTIMIZATION

Abstract

In this paper PARTICLE SWARM OPTIMIZATION with smart inertia factor (PSO-SIF) algorithm is proposed to solve COMBINED HEAT AND POWER ECONOMIC DISPATCH (CHPED) problem. The CHPED problem is one of the most important problems in power systems and is a challenging NON-CONVEX and non-linear optimization problem. The aim of solving CHPED problem is to determine optimal heat and power of generating units with the minimized cost of total system and satisfied constraints of problem. In proposed algorithm inertia coefficients are controlled with respect to cost function in each population. So, each population has unique inertia coefficient and as a result unique velocity in convergent direction for the best group solution. In order to examine the proposed algorithm's capabilities and find optimum solution for CHPED problem, two test systems considering valve-point effect, system power loss and system constraints are optimized. The obtained results demonstrate the superiority of the proposed method in solving NON-CONVEX CHPED problem over other new and efficient algorithms.

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References

PARTICLE SWARM OPTIMIZATION WITH SMART INERTIA FACTOR FOR SOLVING NONCONVEX ECONOMIC LOAD DISPATCH PROBLEMS

Cite

APA: Copy

GHORBANI, NASER, ADHAM, BABAK, & FARHADI, PAYAM. (2015). PARTICLE SWARM OPTIMIZATION WITH SMART INERTIA FACTOR FOR COMBINED HEAT AND POWER ECONOMIC DISPATCH. INTERNATIONAL JOURNAL OF SMART ELECTRICAL ENGINEERING, 4(4), 197-202. SID. https://sid.ir/paper/682025/en

Vancouver: Copy

GHORBANI NASER, ADHAM BABAK, FARHADI PAYAM. PARTICLE SWARM OPTIMIZATION WITH SMART INERTIA FACTOR FOR COMBINED HEAT AND POWER ECONOMIC DISPATCH. INTERNATIONAL JOURNAL OF SMART ELECTRICAL ENGINEERING[Internet]. 2015;4(4):197-202. Available from: https://sid.ir/paper/682025/en

IEEE: Copy

NASER GHORBANI, BABAK ADHAM, and PAYAM FARHADI, “PARTICLE SWARM OPTIMIZATION WITH SMART INERTIA FACTOR FOR COMBINED HEAT AND POWER ECONOMIC DISPATCH,” INTERNATIONAL JOURNAL OF SMART ELECTRICAL ENGINEERING, vol. 4, no. 4, pp. 197–202, 2015, [Online]. Available: https://sid.ir/paper/682025/en

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