An Artificial Bee Colony based Optimal Placement and Sizing of Distributed Generation

被引：0

作者：

Biswas, Soma ^{[1
]}

Chatterjee, Amitava ^{[2
]}

Goswami, Swapan Kumar ^{[2
]}

机构：

[1] JIS Coll Engn, Dept Elect Engn, Kalyani, W Bengal, India

[2] Jadavpur Univ, Dept Elect Engn, Kolkata, India

来源：

2014 INTERNATIONAL CONFERENCE ON CONTROL, INSTRUMENTATION, ENERGY & COMMUNICATION (CIEC) | 2014年

关键词：

Artificial Bee Colony algorithm; Distributed Generations; Optimal Placement; Power loss; Voltage Sag; VOLTAGE; ALGORITHM;

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

In this work, it has been demonstrated how artificial bee colony algorithm can be successfully utilized to solve an optimal DG placement problem, considering both technical and economic objectives. The technical objectives try to minimize line loss, the effect of voltage sag problem, and the variation in node voltage deviation in the distribution network. The economical objectives try to minimize operational costs of DG placements. This problem has been formulated as a constrained, multi-objective optimization problem using weighting method and penalty function approach and it has been successfully implemented for a 34-bus radial distribution system. The results are compared with that of the GA method and aptly demonstrate the utility of the proposed algorithm.

引用

页码：356 / 360

页数：5

共 50 条

[21] Optimal energy management of distributed generation in micro-grids using artificial bee colony algorithm
Kamarposhti, Mehrdad Ahmadi
Colak, Ilhami
Eguchi, Kei
[J]. MATHEMATICAL BIOSCIENCES AND ENGINEERING, 2021, 18 (06) : 7402 - 7418
[22] Optimal Sizing and Placement of Solar Powered Charging Station under EV loads Penetration using Artificial Bee Colony Technique
Kongjeen, Yuttana
Yenchamchalit, Kulsomsup
Bhumkittipich, Krischonme
[J]. 2018 INTERNATIONAL POWER ELECTRONICS CONFERENCE (IPEC-NIIGATA 2018 -ECCE ASIA), 2018, : 2430 - 2434
[23] Hybrid Heuristic Optimization Approach for Optimal Distributed Generation Placement and Sizing
Dias, B. H.
Oliveira, L. W.
Gomes, F. V.
Silva Junior, I. C.
Oliveira, E. J.
[J]. 2012 IEEE POWER AND ENERGY SOCIETY GENERAL MEETING, 2012,
[24] Optimal Placement and Sizing Sources of Distributed Generation Considering Information Uncertainty
Popov, Vladimir
Fedosenko, Mykola
Tkachenko, Vadim
Yarmoliuk, Olena
Zhuravlov, Andrii
[J]. 2020 IEEE 7TH INTERNATIONAL CONFERENCE ON ENERGY SMART SYSTEMS (2020 IEEE ESS), 2020, : 253 - 257
[25] Optimal placement and sizing of distributed generation with small signal stability constraint
Nezhadpashaki, Mohammad Ahmadi
Karbalaei, Farid
Abbasi, Shahriar
[J]. SUSTAINABLE ENERGY GRIDS & NETWORKS, 2020, 23
[26] PSO Based Optimal Distributed Generation Placement and Sizing in Power Distribution Networks: A Comprehensive Review
Niazi, Gulnar
Lalwani, Mahendra
[J]. 2017 INTERNATIONAL CONFERENCE ON COMPUTER, COMMUNICATIONS AND ELECTRONICS (COMPTELIX), 2017, : 305 - 311
[27] Firefly algorithm based energy loss minimization approach for optimal sizing & placement of distributed generation
Nadhir, Ketfi
Chabane, Djabali
Tarek, Bouktir
[J]. 2013 5TH INTERNATIONAL CONFERENCE ON MODELING, SIMULATION AND APPLIED OPTIMIZATION (ICMSAO), 2013,
[28] An Analytical Approach for Optimal Placement and Sizing of Distributed Generation based on a Combined Voltage Stability Index
Gantayet, Amaresh
Mohanty, Sudipta
[J]. 2015 IEEE POWER, COMMUNICATION AND INFORMATION TECHNOLOGY CONFERENCE (PCITC-2015), 2015, : 762 - 767
[29] A new technique based on Artificial Bee Colony Algorithm for optimal sizing of stand-alone photovoltaic system
Mohamed, Ahmed F.
Elarini, Mahdi M.
Othman, Ahmed M.
[J]. JOURNAL OF ADVANCED RESEARCH, 2014, 5 (03) : 397 - 408
[30] Determination of Optimal Output Power and Location for Multiple Distributed Generation Sources Simultaneously by Using Artificial Bee Colony
Bin Muhtazaruddin, Mohd Nabil
Bin Jamian, Jasrul Jamani
Fujita, Goro
[J]. IEEJ TRANSACTIONS ON ELECTRICAL AND ELECTRONIC ENGINEERING, 2014, 9 (04) : 351 - 359

← 1 2 3 4 5 →