Optimal Placement and Sizing of Inverter-Based Distributed Generation Units and Shunt Capacitors in Distorted Distribution Systems Using a Hybrid Phasor Particle Swarm Optimization and Gravitational Search Algorithm

被引:18
作者
Milovanovic, Milos [1 ]
Tasic, Dragan [2 ]
Radosavljevic, Jordan [1 ]
Perovic, Bojan [1 ]
机构
[1] Univ Pristina Kosovska Mitrovica, Fac Tech Sci, Kosovska Mitrovica, Serbia
[2] Univ Nis, Fac Elect Engn, Nish, Serbia
关键词
distribution system; inverter-based distributed generation; shunt capacitor; optimal placement; harmonic distortion; hybrid optimization algorithm; phasor particle swarm optimization; gravitational search algorithm; POWER LOSS MINIMIZATION; DISTRIBUTION NETWORKS; DG; VOLTAGE;
D O I
10.1080/15325008.2020.1797934
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
In this paper, a novel hybrid population-based meta-heuristic algorithm, called the hybrid Phasor Particle Swarm Optimization and Gravitational Search Algorithm (PPSOGSA), is proposed to solve the problem of optimal placement and sizing of inverter-based distributed generation (DG) units and shunt capacitors in radial distribution systems with linear and non-linear loads. The objective of the problem is reduction of active power losses considering constraints of the fundamental frequency active and reactive power balance, RMS voltage, and total harmonic distortion of voltage (THDV) at each bus of the network, as well as the branch flow constraints. The performance of the PPSOGSA-based approach is evaluated on the standard IEEE 33- and 69-bus test systems under sinusoidal and non-sinusoidal operating conditions. Compared to the original PPSO and GSA and other algorithms commonly used in the optimal sitting and sizing problem of DG units and shunt capacitors, it is found that the proposed algorithm has yielded better results.
引用
收藏
页码:543 / 557
页数:15
相关论文
共 31 条
[1]  
Aman M. M., 2013, International Journal of Computer and Electrical Engineering, V5, P516, DOI 10.7763/IJCEE.2013.V5.764
[2]   Optimum shunt capacitor placement in distribution system-A review and comparative study [J].
Aman, M. M. ;
Jasmon, G. B. ;
Bakar, A. H. A. ;
Mokhlis, H. ;
Karimi, M. .
RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2014, 30 :429-439
[3]  
[Anonymous], 2000, P INT C EL UT DER RE
[4]  
[Anonymous], 2003, IEEE STAND INT DISTR
[5]   A multiobjective approach for optimal placement and sizing of distributed generators and capacitors in distribution network [J].
Biswas, Partha P. ;
Mallipeddi, R. ;
Suganthan, P. N. ;
Amaratunga, Gehan A. J. .
APPLIED SOFT COMPUTING, 2017, 60 :268-280
[6]  
BUNCH JB, 1982, IEEE T POWER AP SYST, V101, P284, DOI 10.1109/TPAS.1982.317104
[7]  
CHENG CS, 1995, IEEE T POWER SYST, V10, P671, DOI 10.1109/59.387902
[8]  
El-Samahy I., 2005, P IEEE POW ENG SOC G
[9]   A new efficient BBO based method for simultaneous placement of inverter-based DG units and capacitors considering harmonic limits [J].
Ghaffarzadeh, Navid ;
Sadeghi, Hassan .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2016, 80 :37-45
[10]   Phasor particle swarm optimization: a simple and efficient variant of PSO [J].
Ghasemi, Mojtaba ;
Akbari, Ebrahim ;
Rahimnejad, Abolfazl ;
Razavi, Seyed Ehsan ;
Ghavidel, Sahand ;
Li, Li .
SOFT COMPUTING, 2019, 23 (19) :9701-9718