Investigation on load harmonic reduction through solar-power utilization in intermittent SSFI using particle swarm, genetic, and modified firefly optimization algorithms

被引:77
作者
Albert, Johny Renoald [1 ]
Sharma, Aditi [2 ]
Rajani, B. [3 ]
Mishra, Ashish [4 ]
Saxena, Ankur [5 ]
Nandagopal, C. [6 ]
Mewada, Shivlal [7 ]
机构
[1] Vivekanandha Coll Engn Women, Dept EEE, Namakkal, Tamil Nadu, India
[2] ITM Vocat Univ, Dept CSE, Vadodara, India
[3] Aditya Coll Engn & Technol, Dept EEE, Surampalem, Andhra Pradesh, India
[4] Gyan Ganga Inst Technol & Sci, Dept CSE, Jabalpur, Madhya Pradesh, India
[5] Indus Univ, Indus Inst Informat & Commun Technol, Dept CSE, Ahmadabad, Gujarat, India
[6] M Kumarasamy Coll Engn Autonomous, Dept ECE, Karur, Tamil Nadu, India
[7] Goverment Holkar Sci Coll, Dept Comp Sci, Indore, India
关键词
Symmetric solar fed inverter; particle swarm optimization; genetic algorithm; modified firefly algorithm; power quality; MULTILEVEL INVERTER; ELIMINATION; CONVERTER; DESIGN;
D O I
10.3233/JIFS-212559
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A new Symmetric Solar Fed Inverter (SSFI) proposed with a reduced number of components compared to the classical, modified, conventional type of Multilevel Inverter (MLI). The objective of this architecture is to design fifteen-level SSFI, this circuit uses a single switch with minimizing harmonics, and Modulation Index (MI) values. Power Quality (PQ) is developed by using the optimization algorithms like as Particle Swarm Optimization (PSO), Genetic algorithm (GA), Modified Firefly Algorithm (MFA). It's determined to generate the gating pulse and finding optimum firing angle values calculate as per the input of MPP intelligent controller schemes. The proposed circuit is solar fed inverter used for optimization techniques governed by switching controller approach delivers a major task. The comparison is made for different optimization algorithm has significantly reduced the harmonic content by varying the modulation index and switching angle values. SSFI generates low distortion output uses through without any additional filter component through utilizing MATLAB Simulink software (2020a). The SSFI circuit assist Xilinx Spartan 3-AN Filed Program Gate Array (FPGA) tuned by optimization techniques are presented for the effectiveness of the proposed model.
引用
收藏
页码:4117 / 4133
页数:17
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