E3S Web of Conferences (Jan 2024)

Source Current Harmonic Cancellation in Distribution System by Using ANFIS Controller

  • Chenchireddy Kalagotla,
  • Varma N. Rajasekhar,
  • Lasya Pendem,
  • Paven Kalyan Goud N.,
  • Nithin Meegu,
  • Kumarteja Mandadi

DOI
https://doi.org/10.1051/e3sconf/202447201003
Journal volume & issue
Vol. 472
p. 01003

Abstract

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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.