AN INTELLIGENT APPROACH BASED ON META-HEURISTIC ALGORITHM FOR NON-CONVEX ECONOMIC DISPATCH

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NAMDARI F.; SEDAGHATI R.

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Paper Information

Journal: JOURNAL OF OPERATION AND AUTOMATION IN POWER ENGINEERING Year:2015 | Volume:3 | Issue:1 Page(s): 47-55

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Information Journal Paper

Title

AN INTELLIGENT APPROACH BASED ON META-HEURISTIC ALGORITHM FOR NON-CONVEX ECONOMIC DISPATCH

Author(s)

NAMDARI F. | SEDAGHATI R. | Issue Writer Certificate

Keywords

NON-CONVEX ECONOMIC DISPATCH

MODIFICATION MECHANISM

META-HEURISTIC ALGORITHM

NONLINEARCONSTRAINED OPTIMIZATION

Abstract

One of the significant strategies of the power systems is Economic Dispatch (ED) problem, which is defined as theoptimal generation of power units to produce energy at the lowest cost by fulfilling the demand within several limits.The undeniable impacts of ramp rate limits, valve loading, prohibited operating zone, spinning reserve and multi-fueloption on the economic dispatch of practical power systems are scrutinized in this paper. Thus, the proposed nonlinearnon-convex formulation is solved by a new modified version of bio-inspired bat algorithm. Due to the complexitiesassociated with the large-scale optimization problem of economic dispatch, adaptive modifications are added to theoriginal bat algorithm. The modification methods are applied at two separate stages and pledge augmentation inconvergence rate of the algorithm as well as extricating the algorithm from local optima. Veracity of the proposedmethodology are corroborated by performing simulations on three IEEE test systems.

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APA: Copy

NAMDARI, F., & SEDAGHATI, R.. (2015). AN INTELLIGENT APPROACH BASED ON META-HEURISTIC ALGORITHM FOR NON-CONVEX ECONOMIC DISPATCH. JOURNAL OF OPERATION AND AUTOMATION IN POWER ENGINEERING, 3(1 ), 47-55. SID. https://sid.ir/paper/268330/en

Vancouver: Copy

NAMDARI F., SEDAGHATI R.. AN INTELLIGENT APPROACH BASED ON META-HEURISTIC ALGORITHM FOR NON-CONVEX ECONOMIC DISPATCH. JOURNAL OF OPERATION AND AUTOMATION IN POWER ENGINEERING[Internet]. 2015;3(1 ):47-55. Available from: https://sid.ir/paper/268330/en

IEEE: Copy

F. NAMDARI, and R. SEDAGHATI, “AN INTELLIGENT APPROACH BASED ON META-HEURISTIC ALGORITHM FOR NON-CONVEX ECONOMIC DISPATCH,” JOURNAL OF OPERATION AND AUTOMATION IN POWER ENGINEERING, vol. 3, no. 1 , pp. 47–55, 2015, [Online]. Available: https://sid.ir/paper/268330/en

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