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Paper Information

Journal:   JOURNAL OF ARTIFICIAL INTELLIGENCE IN ELECTRICAL ENGINEERING   AUGUST 2013 , Volume 2 , Number 6; Page(s) 49 To 62.
 
Paper: 

MODIFIED HARMONY SEARCH ALGORITHM BASED UNIT COMMITMENT WITH PLUG-IN HYBRID ELECTRIC VEHICLES

 
 
Author(s):  ABEDINIA OVEIS, GHASEMI ALI, GHADIMI NORADIN*
 
* YOUNG RESEARCHERS AND ELITE CLUB, ARDABIL BRANCH, ISLAMIC AZAD UNIVERSITY, ARDABIL, IRAN
 
Abstract: 

Plug-in Hybrid Electric Vehicles (PHEV) technology shows great interest in the recent scientific literatures. Vehicle-to-grid (V2G) is a interconnection of energy storage of PHEVs and grid. By implementation of V2G dependencies of the power system on small expensive conventional units can be reduced, resulting in reduced operational cost. This paper represents an intelligent unit commitment (UC) with V2G optimization based on Modified Harmony Search Algorithm (MHSA). MHSA was conceptualized using the musical process of searching for a perfect state of harmony, just as the optimization process seeks to find a global solution that is determined by an objective function. Intelligent UC with V2G optimization in power system is presented in this paper. Since the number of PHEV in V2G is relatively high, UC with V2G optimization problem is more complex than the basic UC.
A case study based on conventional 10-unit test system is conducted to facilitate the effectiveness of the proposed method. Results show a significant amount of cost reduction with integration of V2G in UC problem. Comparison of the results with those obtained by Particle Swarm Optimization shows the effectiveness of the proposed method.

 
Keyword(s): UNIT COMMITMENT (UC), VEHICLE-TO-GRID (V2G), IMPROVED HARMONY SEARCH ALGORITHM, PLUG-IN HYBRID ELECTRIC VEHICLE (PHEV)
 
 
References: 
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Click to Cite.
APA: Copy

ABEDINIA, O., & GHASEMI, A., & GHADIMI, N. (2013). MODIFIED HARMONY SEARCH ALGORITHM BASED UNIT COMMITMENT WITH PLUG-IN HYBRID ELECTRIC VEHICLES. JOURNAL OF ARTIFICIAL INTELLIGENCE IN ELECTRICAL ENGINEERING, 2(6), 49-62. https://www.sid.ir/en/journal/ViewPaper.aspx?id=408402



Vancouver: Copy

ABEDINIA OVEIS, GHASEMI ALI, GHADIMI NORADIN. MODIFIED HARMONY SEARCH ALGORITHM BASED UNIT COMMITMENT WITH PLUG-IN HYBRID ELECTRIC VEHICLES. JOURNAL OF ARTIFICIAL INTELLIGENCE IN ELECTRICAL ENGINEERING. 2013 [cited 2021May12];2(6):49-62. Available from: https://www.sid.ir/en/journal/ViewPaper.aspx?id=408402



IEEE: Copy

ABEDINIA, O., GHASEMI, A., GHADIMI, N., 2013. MODIFIED HARMONY SEARCH ALGORITHM BASED UNIT COMMITMENT WITH PLUG-IN HYBRID ELECTRIC VEHICLES. JOURNAL OF ARTIFICIAL INTELLIGENCE IN ELECTRICAL ENGINEERING, [online] 2(6), pp.49-62. Available: https://www.sid.ir/en/journal/ViewPaper.aspx?id=408402.



 
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