Optimal allocation and sizing of DG in a radial distribution system using whale optimization algorithm

Increasing application on distribution networks is the direct impact of DG placement of technology and the energy disasters that the world is encountering. DG operate as standalone remote applications with the required power. Optimum locations and sizes of DG sources have created impact on power losses, voltage profile, and voltage stability of a distribution network. This work adopts the WOA optimization technique as the multi-objective function for optimal allocation and sizing of DGs in distribution systems. A detailed analysis is carried out on a IEEE 69 bus Radial Distribution System to express the effectiveness of proposed method. The results obtained by the proposed method outperform the other methods in terms of quality of the solution and computation efficiency.

[1]  M.H. Moradi,et al.  A combination of Genetic Algorithm and Particle Swarm Optimization for optimal DG location and sizing in distribution systems , 2010, 2010 Conference Proceedings IPEC.

[2]  Temitope Raphael Ayodele,et al.  Optimal allocation and sizing of PV/Wind/Split-diesel/Battery hybrid energy system for minimizing life cycle cost, carbon emission and dump energy of remote residential building , 2016 .

[3]  Krischonme Bhumkittipich,et al.  Optimal Placement and Sizing of Distributed Generation for Power Loss Reduction Using Particle Swarm Optimization , 2013 .

[4]  Simone Silva Frutuoso de Souza,et al.  Artificial immune algorithm applied to distribution system reconfiguration with variable demand , 2016 .

[5]  E. S. Ali,et al.  Improved Harmony Algorithm and Power Loss Index for optimal locations and sizing of capacitors in radial distribution systems , 2016 .

[6]  Provas Kumar Roy,et al.  Krill herd algorithm for optimal location of distributed generator in radial distribution system , 2016, Appl. Soft Comput..

[7]  Nikos D. Hatziargyriou,et al.  A review of power distribution planning in the modern power systems era: Models, methods and future research , 2015 .

[8]  Yunhua Li,et al.  Optimal Placement and Sizing of Distributed Generation via an Improved Nondominated Sorting Genetic Algorithm II , 2015, IEEE Transactions on Power Delivery.

[9]  Almoataz Y. Abdelaziz,et al.  Optimal placement and sizing of voltage controlled distributed generators in unbalanced distribution networks using supervised firefly algorithm , 2016 .

[10]  Hossein Afrakhte,et al.  A discrete Teaching–Learning-Based Optimization algorithm to solve distribution system reconfiguration in presence of distributed generation , 2016 .

[11]  Andrew Lewis,et al.  The Whale Optimization Algorithm , 2016, Adv. Eng. Softw..

[12]  Subhadeep Bhattacharjee,et al.  Quasi-Oppositional Swine Influenza Model Based Optimization with Quarantine for optimal allocation of DG in radial distribution network , 2016 .

[13]  R. K. Ursem Multi-objective Optimization using Evolutionary Algorithms , 2009 .

[14]  Luis García,et al.  Optimal Placement and Sizing of Distributed Generation , 2016 .