International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
Open Access | Fully Refereed | Peer 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 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), https://www.ijsr.net/get_abstract.php?paper_id=SR20616094144, Volume 9 Issue 6, June 2020, 1019 - 1022

How to Share this Article?

Enter Your Email Address


Similar Articles with Keyword 'Neural network'

Downloads: 55 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1

Comparative Studies, Electrical & Electronics Engineering, India, Volume 10 Issue 3, March 2021

Pages: 120 - 127

Marvelous Significance Performance Analysis of PQ Events Prediction and Classification

B. Devi Vighneshwari, Jayakumar N, Sandhya Rai, Nisha C Rani, Nagaraja Rao

Share this Article

Downloads: 111

Research Paper, Electrical & Electronics Engineering, India, Volume 2 Issue 8, August 2013

Pages: 462 - 465

Artificial Neural Network Based Speed and Torque Control of Three Phase Induction Motor

Amanulla, Manjunath Prasad

Share this Article

Similar Articles with Keyword 'PI'

Downloads: 1

Masters Thesis, Electrical & Electronics Engineering, Afghanistan, Volume 10 Issue 5, May 2021

Pages: 253 - 260

Control of Power Flow in Large-Scale PV Microgrid with Load Control and Energy Storage System

Wafiullah Fazalyar, Dr. Murtaza Farsadi

Share this Article

Downloads: 59

Research Paper, Electrical & Electronics Engineering, India, Volume 9 Issue 12, December 2020

Pages: 1057 - 1060

Variance Index of Three Phase Instantaneous Power based Fault during Power Swing

Prasanth Gullinka, Kumarraja.A

Share this Article

Similar Articles with Keyword 'Controller'

Downloads: 20 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1

Masters Thesis, Electrical & Electronics Engineering, Jordan, Volume 10 Issue 4, April 2021

Pages: 733 - 740

Design of a 50 kW Solar PV Powered Charging Station for EVs

Yazan Aloqaily, Dr. Nedim Tutkun

Share this Article

Downloads: 40

Research Paper, Electrical & Electronics Engineering, India, Volume 9 Issue 12, December 2020

Pages: 906 - 908

Solar Powered Bi-Directional Converter with a Two Wire Interface used in Microgrids

Mohitha Venkit S

Share this Article

Similar Articles with Keyword 'filter'

Downloads: 2 | Monthly Hits: ⮙1

Research Paper, Electrical & Electronics Engineering, India, Volume 10 Issue 9, September 2021

Pages: 1608 - 1613

Generation of Ripple Voltage by a Capacitance Filter in a Full Wave Bridge Rectifier

Varyam Gupta

Share this Article

Downloads: 49

Review Papers, Electrical & Electronics Engineering, Bangladesh, Volume 10 Issue 2, February 2021

Pages: 1380 - 1391

A Review of Digital FIR Filter Design in Communication Systems

Kamal Hossain, Roni Ahmed, Md. Asadul Haque, Muahmmad Towfiqur Rahman

Share this Article

Similar Articles with Keyword 'Total'

Downloads: 97

Research Paper, Electrical & Electronics Engineering, India, Volume 2 Issue 4, April 2013

Pages: 493 - 497

Reduction of Power in Active Mode by Automatic Monitoring and Control System

Kollu Vamsi Krishna, Kiran Babu B

Share this Article

Downloads: 109

Research Paper, Electrical & Electronics Engineering, India, Volume 2 Issue 7, July 2013

Pages: 344 - 346

Controlling of Rotor Flux for Doubly Fed Induction Machine-Based Wind Turbines under Voltages Dips and without Crowbar Protection

P.Murali, T. Muni Prakash

Share this Article

Similar Articles with Keyword 'harmonic'

Downloads: 105

Research Paper, Electrical & Electronics Engineering, India, Volume 2 Issue 11, November 2013

Pages: 235 - 239

Application of Dstatcom for Load Compensation of Isolated Diesel Generator System

P. Shashavali, N. Anjan Kumar

Share this Article

Downloads: 118

Research Paper, Electrical & Electronics Engineering, India, Volume 2 Issue 11, November 2013

Pages: 86 - 91

Design and Implementation of Photovoltaic Power Conversion using Modular Multilevel Converter (PPCMMC)

P. Sheeba, M. Nivedha

Share this Article

Similar Articles with Keyword 'Neural'

Downloads: 55 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1

Comparative Studies, Electrical & Electronics Engineering, India, Volume 10 Issue 3, March 2021

Pages: 120 - 127

Marvelous Significance Performance Analysis of PQ Events Prediction and Classification

B. Devi Vighneshwari, Jayakumar N, Sandhya Rai, Nisha C Rani, Nagaraja Rao

Share this Article

Downloads: 111

Research Paper, Electrical & Electronics Engineering, India, Volume 2 Issue 8, August 2013

Pages: 462 - 465

Artificial Neural Network Based Speed and Torque Control of Three Phase Induction Motor

Amanulla, Manjunath Prasad

Share this Article

Similar Articles with Keyword 'network'

Downloads: 2

Research Paper, Electrical & Electronics Engineering, India, Volume 10 Issue 6, June 2021

Pages: 480 - 485

Unlocking the Potential of Li-Fi for Next-Generation Wireless Communication

Geeta Mongia, Gaurav Verma

Share this Article

Downloads: 55 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1

Comparative Studies, Electrical & Electronics Engineering, India, Volume 10 Issue 3, March 2021

Pages: 120 - 127

Marvelous Significance Performance Analysis of PQ Events Prediction and Classification

B. Devi Vighneshwari, Jayakumar N, Sandhya Rai, Nisha C Rani, Nagaraja Rao

Share this Article

Similar Articles with Keyword 'Series'

Downloads: 49

Review Papers, Electrical & Electronics Engineering, Bangladesh, Volume 10 Issue 2, February 2021

Pages: 1380 - 1391

A Review of Digital FIR Filter Design in Communication Systems

Kamal Hossain, Roni Ahmed, Md. Asadul Haque, Muahmmad Towfiqur Rahman

Share this Article

Downloads: 70

Research Paper, Electrical & Electronics Engineering, India, Volume 10 Issue 2, February 2021

Pages: 361 - 364

Battery Management System using Passive Elements and Arduino

Ashutosh Patel, Shriparno Dey, Akshat Ashish Choudhury, Harris B. Mathews

Share this Article

Similar Articles with Keyword 'Active'

Downloads: 97

Research Paper, Electrical & Electronics Engineering, India, Volume 2 Issue 4, April 2013

Pages: 493 - 497

Reduction of Power in Active Mode by Automatic Monitoring and Control System

Kollu Vamsi Krishna, Kiran Babu B

Share this Article

Downloads: 105

Research Paper, Electrical & Electronics Engineering, India, Volume 2 Issue 11, November 2013

Pages: 235 - 239

Application of Dstatcom for Load Compensation of Isolated Diesel Generator System

P. Shashavali, N. Anjan Kumar

Share this Article

Similar Articles with Keyword 'power'

Downloads: 0

Research Paper, Electrical & Electronics Engineering, India, Volume 10 Issue 10, October 2021

Pages: 1504 - 1509

Integrated Current - Fed Quasi - Z - Source Solar Inverter with Power Buck - Boost Capability

K. Kalaiselvan

Share this Article

Downloads: 1

Masters Thesis, Electrical & Electronics Engineering, Afghanistan, Volume 10 Issue 5, May 2021

Pages: 253 - 260

Control of Power Flow in Large-Scale PV Microgrid with Load Control and Energy Storage System

Wafiullah Fazalyar, Dr. Murtaza Farsadi

Share this Article
Top