OPTIMAL PLACEMENT OF PHOTOVOLTAIC SYSTEMS FROM THE ASPECT OF MINIMAL POWER LOSSES IN DISTRIBUTION NETWORK BASED ON GENETIC ALGORITHM

被引:0
|
作者
Dakic, Pavle L. [1 ]
Kotur, Dimitrije S. [1 ]
机构
[1] Univ Belgrade, Sch Elect Engn, Belgrade, Serbia
来源
THERMAL SCIENCE | 2018年 / 22卷
关键词
photovoltaic systems; optimal placement and sizing; power loss reduction; voltage profile; genetic algorithm; PARTICLE SWARM OPTIMIZATION; VOLTAGE PROFILE; DG PLACEMENT; GENERATION; ALLOCATION; UNITS; COMBINATION; LOCATION;
D O I
10.2298/TSCI170528223D
中图分类号
O414.1 [热力学];
学科分类号
摘要
In this paper, an optimal placement of photovoltaic systems as a source of active power in radial distribution network is considered. The objective of this optimization problem is minimizing system losses and improving voltage profiles based on optimal placement and sizing of photovoltaic systems. The maximal installed capacity of photovoltaic systems in distribution network is predefined and must not be exceeded. The simulation is done for three different cases from the aspect of input data (characteristic days for each month, Monte Carlo simulation, and whole year data). In this way, both consumption behavior and solar potential are considered in order to find optimal solution. Genetic algorithm is implemented for the calculation of optimal solution.
引用
收藏
页码:S1157 / S1170
页数:14
相关论文
共 50 条
  • [1] Optimal Capacitor Placement in Distribution System Using Genetic Algorithm
    Lohia, Sushma
    Mahela, Om Prakash
    Ola, Sheesh Ram
    2016 IEEE 7TH POWER INDIA INTERNATIONAL CONFERENCE (PIICON), 2016,
  • [2] Genetic based algorithm for optimal placement of distribution transformers
    Ramezani, M.
    Falaghi, H.
    Moghaddam, M. Parsa
    Haghifam, M. -R.
    2006 POWER ENGINEERING SOCIETY GENERAL MEETING, VOLS 1-9, 2006, : 4290 - +
  • [3] Determination of Optimal Site and Capacity of DG Systems in Distribution Network based on Genetic Algorithm
    Alhamali, Abdulwahab
    Farrag, Mohamed Emad
    Bevan, Geraint
    Hepburn, Donald M.
    2017 52ND INTERNATIONAL UNIVERSITIES POWER ENGINEERING CONFERENCE (UPEC), 2017,
  • [4] DG placement in radial distribution network by symbiotic organisms search algorithm for real power loss minimization
    Das, Bikash
    Mukherjee, V.
    Das, Debapriya
    APPLIED SOFT COMPUTING, 2016, 49 : 920 - 936
  • [5] Distribution Network Reconfiguration Based on Minimal Power Losses
    Paar, Martin
    Toman, Petr
    EPE: PROCEEDINGS OF THE 9TH INTERNATIONAL SCIENTIFIC CONFERENCE ELECTRIC POWER ENGINEERING 2008, 2008, : 211 - 214
  • [6] Optimal Placement of DG for Power Losses Minimization in Radial Distribution System using Backward Forward Sweep Algorithm
    Gangil, Gaurav
    Goyal, Sunil Kumar
    Srivastava, Manish
    PROCEEDINGS OF 2020 IEEE INTERNATIONAL CONFERENCE ON ADVANCES AND DEVELOPMENTS IN ELECTRICAL AND ELECTRONICS ENGINEERING (ICADEE), 2020, : 145 - 150
  • [7] An improved equilibrium optimizer for optimal placement of photovoltaic systems in radial distribution power networks
    Thang Trung Nguyen
    Thuan Thanh Nguyen
    Minh Quan Duong
    NEURAL COMPUTING & APPLICATIONS, 2022, 34 (08) : 6119 - 6148
  • [8] OPTIMAL CAPACITOR PLACEMENT IN DISTRIBUTION-SYSTEMS BY GENETIC ALGORITHM
    BOONE, G
    CHIANG, HD
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 1993, 15 (03) : 155 - 162
  • [9] Impact of Photovoltaic Systems Placement, Sizing on Power Quality in Distribution Network
    Ymeri, Armend
    Mujovic, Sasa
    ADVANCES IN ELECTRICAL AND COMPUTER ENGINEERING, 2018, 18 (04) : 107 - 112
  • [10] Fuzzy-GA based algorithm for optimal placement and sizing of distribution static compensator (DSTATCOM) for loss reduction of distribution network considering reconfiguration
    Mohammadi, Mohammad
    Abasi, Mahyar
    Rozbahani, A. Mohammadi
    JOURNAL OF CENTRAL SOUTH UNIVERSITY, 2017, 24 (02) : 245 - 258