Performance enhancement of radial distribution system with optimal DG allocation

被引:5
|
作者
Roy, Kingshuk [1 ]
Bansal, Sanjay K. [1 ]
Bansal, Ramesh C. [2 ,3 ]
机构
[1] Bikaner Tech Univ, Dept Elect Engn, Bikaner, India
[2] Univ Sharjah, Dept Elect Engn, Sharjah, U Arab Emirates
[3] Univ Pretoria, Dept Elect Elect & Comp Engn, Pretoria, South Africa
来源
关键词
Radial distribution system (RDS); index vector sensitivity; distributed generation (DG); grey wolf optimization (GWO); artificial gorilla troops optimizer (AGTO); LEARNING BASED OPTIMIZATION; POWER LOSS MINIMIZATION; OPTIMAL PLACEMENT; CAPACITOR BANKS; NETWORK RECONFIGURATION; GENERATION ALLOCATION; OPTIMAL LOCATION; LOAD; ALGORITHM; INTEGRATION;
D O I
10.1080/02286203.2023.2196657
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
During the modernization era, the power generation has been shifted to decentralized manner with more renewable distributed generation (DG) units integration at the distribution level in disperse manner. These DG units have to be properly placed for performance enhancement of distribution system. In this paper, the performance of radial distribution system has been enhanced by optimally allocating biomass type DG in the network. Here, a combination of sensitivity index method and a recently developed nature inspired algorithm known as Artificial Gorilla Troops Optimizer (AGTO) algorithm has been used for optimal siting and sizing of DG units in the 33- and 69-bus radial distribution network by taking real and reactive power loss minimization, voltage profile improvement and voltage stability enhancement as the primary objectives along with the system operational constraints. The composite type of load model has been considered in this paper. Out of all the load buses, some severe buses are selected by index vector sensitivity method. AGTO has been applied on these selected buses for appropriate allocation of DG. The effectiveness of this algorithm has been compared with Grey Wolf Optimization (GWO) algorithm and other reported results. The concept of load growth has also been studied in this work.
引用
收藏
页码:245 / 263
页数:19
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