Improved Elephant Herding Optimization for Multiobjective DER Accommodation in Distribution Systems

被引:113
作者
Meena, Nand Kishor [1 ]
Parashar, Sonam [1 ]
Swarnkar, Anil [1 ]
Gupta, Nikhil [1 ]
Niazi, Khaleequr Rehman [1 ]
机构
[1] Malaviya Natl Inst Technol, Dept Elect Engn, Jaipur 302017, Rajasthan, India
关键词
Distributed energy resources (DERs); distribution systems; elephant herding; nature inspired; voltage stability; RADIAL-DISTRIBUTION SYSTEMS; OPTIMAL PLACEMENT; DISTRIBUTION NETWORKS; GENETIC ALGORITHM; GENERATION PLACEMENT; DG ALLOCATION; MULTIPLE DGS; RECONFIGURATION; LOCATION; HYBRID;
D O I
10.1109/TII.2017.2748220
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This work introduces a new methodology to solve a multiobjective distributed energy resource (DER) accommodation problem of distribution systems by combining a technique for order of preference by similarity to ideal solution and an improved elephant herding optimization technique. A complex real-life multiobjective DER planning problem is formulated and solved using the proposed method. The aim is to determine the optimal sites and sizes of DERs to maximize the overall benefits of utility and consumers. The proposed technique is productively implemented on three small to large-scale benchmark test distribution systems of 33-bus, 118-bus, and 880-bus. The optimal solutions obtained are compared with the methods available in the literature. The comparison shows that the proposed optimization method is promising.
引用
收藏
页码:1029 / 1039
页数:11
相关论文
共 32 条
[1]   An analytical approach for DG allocation in primary distribution network [J].
Acharya, Naresh ;
Mahat, Pukar ;
Mithulananthan, N. .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2006, 28 (10) :669-678
[2]   NETWORK RECONFIGURATION IN DISTRIBUTION-SYSTEMS FOR LOSS REDUCTION AND LOAD BALANCING [J].
BARAN, ME ;
WU, FF .
IEEE TRANSACTIONS ON POWER DELIVERY, 1989, 4 (02) :1401-1407
[3]   A multiobjective evolutionary algorithm for the sizing and siting of distributed generation [J].
Celli, G ;
Ghiani, E ;
Mocci, S ;
Pilo, F .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2005, 20 (02) :750-757
[4]   Multiple Distributed Generator Placement in Primary Distribution Networks for Loss Reduction [J].
Duong Quoc Hung ;
Mithulananthan, Nadarajah .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2013, 60 (04) :1700-1708
[5]   Optimal Distributed Generation Placement in Power Distribution Networks: Models, Methods, and Future Research [J].
Georgilakis, Pavlos S. ;
Hatziargyriou, Nikos D. .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2013, 28 (03) :3420-3428
[6]   Energy loss reduction by optimal distributed generation allocation in distribution systems [J].
Haghighat, Hossein .
INTERNATIONAL TRANSACTIONS ON ELECTRICAL ENERGY SYSTEMS, 2015, 25 (09) :1673-1684
[7]  
Hwang C-L., 1981, METHODS MULTIPLE ATT, P58, DOI 10.1007/978-3-642-48318-93
[8]   A NEW APPROACH FOR MULTIPLE-OBJECTIVE DECISION-MAKING [J].
HWANG, CL ;
LAI, YJ ;
LIU, TY .
COMPUTERS & OPERATIONS RESEARCH, 1993, 20 (08) :889-899
[9]   A novel approach to identify optimal access point and capacity of multiple DGs in a small, medium and large scale radial distribution systems [J].
Injeti, Satish Kumar ;
Kumar, N. Prema .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2013, 45 (01) :142-151
[10]   Hybrid approach for optimal placement of multiple DGs of multiple types in distribution networks [J].
Kansal, Satish ;
Kumar, Vishal ;
Tyagi, Barjeev .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2016, 75 :226-235