Wind integrated power system to reduce emission: An application of Bat algorithm

被引:9
|
作者
Rao, B. Venkateswara [1 ]
Devarapalli, Ramesh [2 ,3 ]
Malik, Hasmat [4 ]
Bali, Sravana Kumar [5 ]
Garcia Marquez, Fausto Pedro [6 ]
Chiranjeevi, Tirumalasetty [7 ]
机构
[1] VR Siddhartha Engn Coll, Dept EEE, Vijayawada, India
[2] BIT Sindri, Dept EE, Dhanbad, Jharkhand, India
[3] IIT ISM, Dept EE, Dhanbad, Jharkhand, India
[4] BEARS, NUS Campus Singapore, University Town, Singapore
[5] GITAM Deemed Univ, Dept EEE, Visakhapatnam, Andhra Pradesh, India
[6] Univ Castilla La Mancha, Ingenium Res Grp, Ciudad Real, Spain
[7] Rajkiya Engn Coll Sonbhadra, Dept EE, Churk, Uttar Pradesh, India
基金
欧盟地平线“2020”;
关键词
Bat algorithm; emission; optimal power flow; SVC; wind power; OPTIMAL LOCATION; FLOW SOLUTION;
D O I
10.3233/JIFS-189770
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The trend of increasing demand creates a gap between generation and load in the field of electrical power systems. This is one of the significant problems for the science, where it require to add new generating units or use of novel automation technology for the better utilization of the existing generating units. The automation technology highly recommends the use of speedy and effective algorithms in optimal parameter adjustment for the system components. So newly developed nature inspired Bat Algorithm (BA) applied to discover the control parameters. In this scenario, this paper considers the minimization of real power generation cost with emission as an objective. Further, to improve the power system performance and reduction in the emission, two of the thermal plants were replaced with wind power plants. In addition, to boost the voltage profile, Static VAR Compensator (SVC) has been integrated. The proposed case study, i.e., considering wind plant and SVC with BA, is applied on the IEEE30 bus system. Due to the incorporation of wind plants into the system, the emission output is reduced, and with the application of SVC voltage profile improved.
引用
收藏
页码:1041 / 1049
页数:9
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