Effective method for optimal allocation of distributed generation units in meshed electric power systems

被引:101
|
作者
Akorede, M. F. [1 ]
Hizam, H. [1 ]
Aris, I. [1 ]
Ab Kadir, M. Z. A. [1 ]
机构
[1] Univ Putra Malaysia, Fac Engn, Dept Elect & Elect Engn, Upm Serdang 43400, Selangor, Malaysia
关键词
PLACEMENT; ALGORITHM;
D O I
10.1049/iet-gtd.2010.0199
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Improper placement of distributed generation (DG) units in power systems would not only lead to an increased power loss, but could also jeopardise the system operation. To avert these scenarios and tackle this optimisation problem, this study proposes an effective method to guide electric utility distribution companies (DISCOs) in determining the optimal size and best locations of DG sources on their power systems. The approach, taking into account the system constraints, maximises the system loading margin as well as the profit of the DISCO over the planning period. These objective functions are fuzzified into a single multi-objective function, and subsequently solved using genetic algorithm (GA). In the GA, a fuzzy controller is used to dynamically adjust the crossover and mutation rates to maintain the proper population diversity (PD) during GA's operation. This effectively overcomes the premature convergence problem of the simple genetic algorithm (SGA). The results obtained on IEEE 6-bus and 30-bus test systems with the proposed method are evaluated with the simulation results of the classical grid search algorithm, which confirm its robustness and accuracy. This study also demonstrates DG's economic viability relative to upgrading substation and feeder facilities, when the incremental cost of serving additional load is considered.
引用
收藏
页码:276 / 287
页数:12
相关论文
共 50 条
  • [41] Optimal Coordinated Allocation of Distributed Generation Units/ Capacitor Banks/ Voltage Regulators by EGWA
    Shaheen, Abdullah M.
    El-Sehiemy, Ragab A.
    IEEE SYSTEMS JOURNAL, 2021, 15 (01): : 257 - 264
  • [42] Optimal Allocation of Combined Renewable Distributed Generation and Capacitor Units for Interconnection Cost Reduction
    Ouali, Saad
    Cherkaoui, Abdeljebbar
    JOURNAL OF ELECTRICAL AND COMPUTER ENGINEERING, 2020, 2020
  • [43] An Efficient MVMO-SH Method for Optimal Capacitor Allocation in Electric Power Distribution Systems
    Mori, Hiroyuki
    Ikegami, Hiromitsu
    ADVANCES IN SWARM INTELLIGENCE, ICSI 2017, PT II, 2017, 10386 : 465 - 474
  • [44] Optimal power distributed control of the DC microgrid in meshed configuration
    Yang, Zhichun
    Yang, Fan
    Chen, Jiawen
    FRONTIERS IN ENERGY RESEARCH, 2023, 11
  • [45] Biogeography Based Optimal Placement of Distributed Generation Units in Distribution Networks Optimal Placement of Distributed Generation Units
    Vizhiy, S. Aruul
    Santhi, R. K.
    2016 INTERNATIONAL CONFERENCE ON ELECTRICAL, ELECTRONICS, AND OPTIMIZATION TECHNIQUES (ICEEOT), 2016, : 2245 - 2250
  • [46] Energy loss reduction by optimal distributed generation allocation in distribution systems
    Haghighat, Hossein
    INTERNATIONAL TRANSACTIONS ON ELECTRICAL ENERGY SYSTEMS, 2015, 25 (09): : 1673 - 1684
  • [47] Research of Voltage Caused by Distributed Generation and Optimal Allocation of Distributed Generation
    E Dejun
    Li Pengcheng
    Peng Zhiwei
    Ou Jiaxiang
    2014 INTERNATIONAL CONFERENCE ON POWER SYSTEM TECHNOLOGY (POWERCON), 2014, : 3098 - 3102
  • [48] Optimal Power Allocation for Energy Efficiency Maximization in Distributed Antenna Systems
    Kim, Heejin
    Lee, Sang-Rim
    Song, Changick
    Lee, Inkyu
    2013 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2013, : 5769 - 5773
  • [49] Increasing Penetration of Distributed Generation with Meshed Operation of Distribution Systems
    Davoudi, Masoud
    Cecchi, Valentina
    Aguero, Julio Romero
    2014 NORTH AMERICAN POWER SYMPOSIUM (NAPS), 2014,
  • [50] Combination of GA and OPF for Allocation and Active and Reactive Power Optimization in Distributed Generation Units
    Aliabadi, M. Hosseini
    Behbahani, B.
    Jalilvand, A.
    2008 IEEE 2ND INTERNATIONAL POWER AND ENERGY CONFERENCE: PECON, VOLS 1-3, 2008, : 1541 - +