A fuzzy discrete harmony search algorithm applied to annual cost reduction in radial distribution systems. Issue 9 (1st September 2016)

• Record Type: Journal Article
• Authors: Ameli, Kazem; Alfi, Alireza; Aghaebrahimi, Mohammadreza
• Is Part Of: Engineering optimization. Volume 48:Issue 9(2016)
• Page Start: 1529
• Page End: 1549
• Publication Date: 2016-09-01
• Subjects: optimization -- harmony search -- fuzzy logic -- capacitor placement -- distribution system; Engineering design -- Periodicals; Mathematical optimization -- Periodicals; 620.0042
• DOI: 10.1080/0305215X.2015.1120299
• Languages: English
• ISSNs: 0305-215X

Abstract

Abstract : Similarly to other optimization algorithms, harmony search (HS) is quite sensitive to the tuning parameters. Several variants of the HS algorithm have been developed to decrease the parameter-dependency character of HS. This article proposes a novel version of the discrete harmony search (DHS) algorithm, namely fuzzy discrete harmony search (FDHS), for optimizing capacitor placement in distribution systems. In the FDHS, a fuzzy system is employed to dynamically adjust two parameter values, i.e. harmony memory considering rate and pitch adjusting rate, with respect to normalized mean fitness of the harmony memory. The key aspect of FDHS is that it needs substantially fewer iterations to reach convergence in comparison with classical discrete harmony search (CDHS). To the authors' knowledge, this is the first application of DHS to specify appropriate capacitor locations and their best amounts in the distribution systems. Simulations are provided for 10-, 34-, 85- and 141-bus distribution systems using CDHS and FDHS. The results show the effectiveness of FDHS over previous related studies.