An effective approach for optimal placement of non-dispatchable renewable distributed generation

被引:4
|
作者
Rahiminejad, A. [1 ]
Faramarzi, D. [2 ]
Hosseinian, S. H. [2 ]
Vahidi, B. [2 ]
机构
[1] Esfarayen Univ Technol, Dept Elect & Comp Sci, Esfarayen 9661998195, North Khorasan, Iran
[2] Amirkabir Univ Technol, Dept Elect Engn, Tehran 1591634311, Iran
关键词
PARTICLE SWARM OPTIMIZATION; DISTRIBUTION NETWORKS; WIND; LOAD; SYSTEMS; SOLAR; ALLOCATION; MODELS; DGS;
D O I
10.1063/1.4976140
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
In this paper, an effective approach is introduced for optimal placement of Non-Dispatchable Renewable Distributed Generation (NDRDG) including wind turbines and solar cells. Optimal placement is determined with the aim of reducing loss and improving the voltage profile. Since the output power of such distributed generation (DG) depends on the environmental and weather conditions, power generation through DG is variable throughout the year. On the other hand, load demand is not constant during the year and varies monthly and seasonally. Therefore, the best places for NDRDG may change with the variation in network conditions. This makes the optimal placement of NDRDG installations a controversial problem. In this paper, the optimal place for NDRDG is determined daily for each objective function considering the statistical information on wind speed, sun irradiation, and load demand. The final best places for NDRDG are determined using two introduced factors known as the cumulative frequency factor and the cumulative fitness factor based on the statistical analysis of yearly results. In this paper, a highly accurate yearly load profile is considered based on the variation trend of residential, commercial, and industrial load sectors. The proposed approach is applied on an IEEE 33-bus radial test system and the results are discussed. Published by AIP Publishing.
引用
收藏
页数:16
相关论文
共 50 条
  • [1] Optimal Placement of Dispatchable and Non-Dispatchable Distributed Generation of Different Technologies
    Hazem, Noran
    Elshahed, Mostafa A.
    Osman, Zeinab H.
    [J]. 2017 NINETEENTH INTERNATIONAL MIDDLE-EAST POWER SYSTEMS CONFERENCE (MEPCON), 2017, : 1023 - 1030
  • [2] A Novel Hybrid Approach for Optimal Placement of Non-Dispatchable Distributed Generations in Radial Distribution System
    Prakash, Prem
    Meena, Duli Chand
    Malik, Hasmat
    Alotaibi, Majed A.
    Khan, Irfan Ahmad
    [J]. MATHEMATICS, 2021, 9 (24)
  • [3] A Practical Approach for Optimal Allocation of Dispatchable and Non-Dispatchable DG Units in Distribution Systems
    Prithvi, R.
    Manjunath, M. R.
    [J]. 2017 INNOVATIONS IN POWER AND ADVANCED COMPUTING TECHNOLOGIES (I-PACT), 2017,
  • [4] Optimal planning of dispatchable and non-dispatchable distributed generation units for minimizing distribution system's energy loss using particle swarm optimization
    Nasri, Ali
    Golshan, M. E. Hamedani
    Nejad, S. Mortaza Saghaian
    [J]. INTERNATIONAL TRANSACTIONS ON ELECTRICAL ENERGY SYSTEMS, 2014, 24 (04): : 504 - 519
  • [5] ANALYSIS OF NON-DISPATCHABLE OPTIONS IN THE GENERATION EXPANSION PLAN
    CARAMANIS, M
    [J]. IEEE TRANSACTIONS ON POWER APPARATUS AND SYSTEMS, 1983, 102 (07): : 2098 - 2103
  • [6] Electrical hubs: An effective way to integrate non-dispatchable renewable energy sources with minimum impact to the grid
    Perera, A. T. D.
    Nik, Vahid M.
    Mauree, Dasaraden
    Scartezzini, Jean-Louis
    [J]. APPLIED ENERGY, 2017, 190 : 232 - 248
  • [7] Series-Cascaded AC Microgrid Topology Integrating Non-dispatchable Distributed Generation and Storage
    Nutkani, Inam Ullah
    Teixeira, Carlos
    Acuna, Pablo
    Mcgrath, Brendan
    [J]. 2018 IEEE 27TH INTERNATIONAL SYMPOSIUM ON INDUSTRIAL ELECTRONICS (ISIE), 2018, : 67 - 73
  • [8] Coordinating independent non-dispatchable generation and energy storage systems
    Barros, Jose Alberto
    Leite, Helder
    [J]. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2014, 62 : 212 - 220
  • [9] Windpower in New England: Modeling and analysis of non-dispatchable renewable energy technologies
    Cardell, JB
    Connors, SR
    [J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 1998, 13 (02) : 710 - 715
  • [10] Techno-Economic Analysis of Thermal Power Generation in a System with High Levels of Non-dispatchable Renewable Energy
    Keatley, Patrick
    Hewitt, Neil
    [J]. 2008 PROCEEDINGS OF THE 43RD INTERNATIONAL UNIVERSITIES POWER ENGINEERING CONFERENCE, VOLS 1-3, 2008, : 742 - 746