Comparative Analysis of Heuristic Techniques applied to ODGP

被引：0

作者：

Gkaidatzis, Paschalis A. ^{[1
]}

Doukas, Dimitrios I. ^{[1
]}

Labridis, Dimitris P. ^{[1
]}

Bouhouras, Aggelos S. ^{[2
]}

机构：

[1] Aristotle Univ Thessaloniki, Sch Elect & Comp Engn, Thessaloniki, Greece

[2] Technol Educ Inst Western Macedonia, Dept Elect Engn, Kozani, Greece

来源：

2017 1ST IEEE INTERNATIONAL CONFERENCE ON ENVIRONMENT AND ELECTRICAL ENGINEERING AND 2017 17TH IEEE INDUSTRIAL AND COMMERCIAL POWER SYSTEMS EUROPE (EEEIC / I&CPS EUROPE) | 2017年

关键词：

DG Siting and Sizing; Heuristics; Loss Minimization; ODGP; SIZING PROBLEM; ALGORITHM; SYSTEMS; DG; OPTIMIZATION; MODELS;

D O I：

暂无

中图分类号：

TE [石油、天然气工业]; TK [能源与动力工程];

学科分类号：

0807 ; 0820 ;

摘要：

In this paper, a comparative analysis and evaluation of several heuristic techniques, when applied to the Optimal Distributed Generation Placement (ODGP) problem, is presented. Loss minimization is considered as the objective, while the network's technical characteristics as the constraints. Three versions of Particle Swarm Optimization (PSO), Global, Local and Unified (GPSO, LPSO and UPSO, respectively), Genetic Algorithm (GA), Artificial Bee Colony (ABC), Cuckoo Search (CS) and Harmony Search (HS) are compared. The implemented analysis demonstrates that all Heuristic Techniques examined can solve the ODGP problem efficiently, although UPSO emerge as the most promising, in terms of solution and convergence performance, whereas regarding execution time, HS is the most prominent. The study is evaluated upon typical 33 and 30 bus systems.

引用

页数：6

共 50 条

[21] Comparative study of cleaning techniques applied to ancient concrete
Marie-Victoire, E
Texier, A
DURABILITY OF BUILDING MATERIALS AND COMPONENTS 8, VOLS 1-4, PROCEEDINGS, 1999, : 581 - 592
[22] Retail Shelf Allocation: A Comparative Analysis of Heuristic and Meta-Heuristic Approaches
Hansen, Jared M.
Raut, Sumit
Swami, Sanjeev
JOURNAL OF RETAILING, 2010, 86 (01) : 94 - 105
[23] Heuristic techniques for the analysis of variability as a dynamic aspect of change
van Dijk, Marijn
van Geert, Paul
INFANCIA Y APRENDIZAJE, 2011, 34 (02): : 151 - 167
[24] HEURISTIC TECHNIQUES IN COMPUTER-AIDED CIRCUIT ANALYSIS
SUSSMAN, GJ
STALLMAN, RM
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS, 1975, 22 (11): : 857 - 865
[25] COMPARATIVE ANALYSIS OF DIFFERENT ACQUISITION TECHNIQUES APPLIED TO STATIC AND DYNAMIC CHARACTERIZATION OF HIGH RESOLUTION DAC
Carni, Domenico Luca
Grimaldi, Domenico
XIX IMEKO WORLD CONGRESS: FUNDAMENTAL AND APPLIED METROLOGY, PROCEEDINGS, 2009, : 541 - 545
[26] Luminescent techniques applied to food analysis
Girotti, S
Ferri, E
Ghini, S
Roda, A
Pasini, P
Carrea, G
Bovara, R
Lodi, S
Lasi, G
Navarro, J
Rauch, P
QUIMICA ANALITICA, 1997, 16 : 111 - 117
[27] VIDEO TECHNIQUES APPLIED TO CHROMOSOME ANALYSIS
VROLIJK, J
TENBRINKE, H
PLOEM, JS
PEARSON, PL
MICROSCOPICA ACTA, 1980, : 108 - 115
[28] GEOCHEMICAL TECHNIQUES APPLIED TO WATER ANALYSIS
COWGILL, UM
APPLIED SPECTROSCOPY, 1967, 21 (06) : 397 - &
[29] Multicomponent techniques as applied to kinetic analysis
Cerda, V
Cladera, A
Estela, JM
QUIMICA ANALITICA, 1996, 15 (04): : 341 - 350
[30] Comparative Analysis of the Techniques for Sentiment Analysis
Ghag, Kranti
Shah, Ketan
2013 INTERNATIONAL CONFERENCE ON ADVANCES IN TECHNOLOGY AND ENGINEERING (ICATE), 2013,

← 1 2 3 4 5 →