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ANFIS Based Asymmetric Selective Harmonic Current Mitigation in Active Power Filters Using Enhanced PWM Techniques

Journal: International Journal of Trend in Scientific Research and Development (Vol.9, No. 5)

Publication Date:

Authors : ;

Page : 678-682

Keywords : ANFIS; ANN; Fuzzy; Asymmetric; Harmonic; PWM; Active; Power Filters; APFs.;

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Abstract

The growing use of power electronic equipment, driven by increasing energy demand, has intensified issues related to harmonic distortion and poor power quality in electrical systems. Active Power Filters APFs have proven effective in mitigating such distortions, and this study introduces an advanced approach using Adaptive Neuro Fuzzy Inference Systems ANFIS to enhance Pulse Width Modulation PWM control within APFs. The proposed ANFIS based method efficiently handles asymmetric selective harmonic current mitigation by combining the adaptive learning capability of neural networks with the decision making flexibility of fuzzy logic. The developed model is implemented in MATLAB to evaluate its performance. Simulation results demonstrate that the proposed ANFIS based technique significantly improves power quality by reducing total harmonic distortion THD from 3.59 to 0.15 . Furthermore, the system achieves voltage outputs of 300 V at a 5 level inverter and 500 V at a 7 level inverter, with corresponding current values of 6 A and 10 A, respectively. Compared with conventional Artificial Neural Network ANN based approaches, the proposed method achieves superior accuracy, stability, and harmonic suppression. These findings highlight ANFIS as a reliable and intelligent control solution for advanced power electronic applications, promoting improved efficiency and system dependability in modern power networks. Raman Kumar | Pramod Kumar Rathore "ANFIS-Based Asymmetric Selective Harmonic Current Mitigation in Active Power Filters Using Enhanced PWM Techniques" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-9 | Issue-5 , October 2025, URL: https://www.ijtsrd.com/papers/ijtsrd97586.pdf Paper URL: https://www.ijtsrd.com/other-scientific-research-area/other/97586/anfisbased-asymmetric-selective-harmonic-current-mitigation-in-active-power-filters-using-enhanced-pwm-techniques/raman-kumar

Last modified: 2026-01-03 20:07:57