International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
Call for Papers | Open Access | Double Blind Reviewed

ISSN: 2319-7064


Downloads: 83

M.Tech / M.E / PhD Thesis | Electrical & Electronics Engineering | India | Volume 9 Issue 6, June 2020


Kalman Filter based Neural Network Control Strategy with PI Controller for Optimum Performance of Series Active Power Filter

Praseeja P | Abdul Vahab P A


Abstract: Harmonics and reactive power have been a key disquiet in power systems owing to the copious usage of power electronic converters during varied levels of its working. This increase will suppress the quality of the power of the system and there will be contamination in the power system leading to lesser efficiency and throughput. An active power filter when connected in series to the power system will help out in diminishing the harmonics within the system and appeasing the matter of reactive power throughout. Here, in the paper a neural network controller which is based on Kalman filter is connected to the active power filter to reduce the Total Harmonic Distortion [THD] to 3.61 % and after that again a PI controller is added to it to observe that betterment is achieved in THD again to about 1.11 %.


Keywords: PI Controller, Kalman filter, Total harmonic distortion THD, Neural network, Series Active power filter APF


Edition: Volume 9 Issue 6, June 2020,


Pages: 1019 - 1022


How to Download this Article?

You Need to Register Your Email Address Before You Can Download the Article PDF


How to Cite this Article?

Praseeja P, Abdul Vahab P A, "Kalman Filter based Neural Network Control Strategy with PI Controller for Optimum Performance of Series Active Power Filter", International Journal of Science and Research (IJSR), Volume 9 Issue 6, June 2020, pp. 1019-1022, https://www.ijsr.net/get_abstract.php?paper_id=SR20616094144

Similar Articles with Keyword 'Neural network'

Downloads: 0

New Innovation and Idea, Electrical & Electronics Engineering, India, Volume 11 Issue 11, November 2022

Pages: 192 - 196

Object Sorting System using Visual Inspection through Computer Vision

Daksha Sunil Saraf [2]

Share this Article

Downloads: 2 | Weekly Hits: ⮙2 | Monthly Hits: ⮙2

Research Paper, Electrical & Electronics Engineering, Sudan, Volume 11 Issue 11, November 2022

Pages: 1404 - 1408

Transmission Line Protection Using Artificial Neural Networks

Helal Qahtan | Ekram Osman | Ebrahim Al-hamidi

Share this Article
Top