Source Current Harmonic Cancellation in Distribution System by Using ANFIS Controller

Ensuring a reliable and stable power supply to consumers is of utmost importance in modern distribution systems. Many power quality issues, such as voltage fluctuations, harmonic distortions, transient events, load forecasting, and voltage sag/swell compensation, can lead to operational inefficienci...

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Veröffentlicht in:E3S web of conferences 2024-01, Vol.472, p.1003
Hauptverfasser: Chenchireddy, Kalagotla, Varma, N. Rajasekhar, Lasya, Pendem, Paven Kalyan Goud, N., Nithin, Meegu, Kumarteja, Mandadi
Format: Artikel
Sprache:eng
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Zusammenfassung:Ensuring a reliable and stable power supply to consumers is of utmost importance in modern distribution systems. Many power quality issues, such as voltage fluctuations, harmonic distortions, transient events, load forecasting, and voltage sag/swell compensation, can lead to operational inefficiencies and compromise the performance of sensitive electronic equipment. The main causes of power quality problems are short circuits and overloads, reactive power imbalance, transients, equipment malfunctions, and ground issues. The ANFIS model leverages the strengths of both neural networks and fuzzy logic to effectively address power quality challenges. Thus, by using the ANFIS model for power quality improvement, we reduce the supply current harmonics by maintaining IEEE 519 standards. The stimulation results are implemented using MATLAB Simulink software. The simulation results are verified source current, load current and supply voltage, The THD value of source current.
ISSN:2267-1242
2267-1242
DOI:10.1051/e3sconf/202447201003