Neural Network on FPGA for PID Controller
International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
www.ijsr.net | Open Access | Fully Refereed | Peer Reviewed International Journal

ISSN: 2319-7064

Research Paper | Electronics & Communication Engineering | India | Volume 4 Issue 7, July 2015

Neural Network on FPGA for PID Controller

Ashlesha Panbude, Dr. Manish Sharma

Evolution of bio-inspired concepts like neural networks learning have attracted the attention of complex and intelligent systems because of a growing interest in automatic design, capable of adaptation and fault tolerance. Artificial neural network have found widespread deployment in different areas of classification, perception, control application etc. Control Objects are becoming more complex, especially for the unknown parameters or slow changes in large delay, time-varying, nonlinear complex systems, with delay or random interference. PID controller is well known industrial used controller. Combining the artificial neural networks, genetic algorithms or other intelligent control theories with conventional PID control, can overcome the disadvantages of conventional PID control. This paper presents the hardware implementation of neural network using FPGAs. Digital system architecture is presented using Very High Speed Integrated Circuits Hardware Description Language (VHDL) and is implemented in FPGA.

Keywords: PID controller, Artificial neural network, FPGA

Edition: Volume 4 Issue 7, July 2015

Pages: 1133 - 1135

Share this Article

How to Cite this Article?

Ashlesha Panbude, Dr. Manish Sharma, "Neural Network on FPGA for PID Controller", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=SUB156509, Volume 4 Issue 7, July 2015, 1133 - 1135

105 PDF Views | 86 PDF Downloads

Download Article PDF



Similar Articles with Keyword 'PID controller'

Case Studies, Electronics & Communication Engineering, India, Volume 4 Issue 2, February 2015

Pages: 1097 - 1100

FPGA Based Motor Control System Using PID Controller and Sigma-Delta ADC

Renny M. Roy, Indu M. G

Share this Article

Research Paper, Electronics & Communication Engineering, Sudan, Volume 5 Issue 8, August 2016

Pages: 1218 - 1220

Design of a Tuned PID Controller for a Hydraulic System

Mohga Abd Alrhman, Muawia Mohamed Ahmed

Share this Article

Review Papers, Electronics & Communication Engineering, India, Volume 3 Issue 6, June 2014

Pages: 1450 - 1453

Implementation of Three Phase Induction Motor Control Drive Using PID and FUZZY Technique and Their Comparison

Neelima Shitole, N. D. Dhoot

Share this Article

Research Paper, Electronics & Communication Engineering, India, Volume 4 Issue 5, May 2015

Pages: 3037 - 3040

Design and Simulation of Auto Tuning of PID Controller using MRAC Technique for Coupled Tanks System

Baljinder Singh, Vijay Kumar

Share this Article

Research Paper, Electronics & Communication Engineering, India, Volume 4 Issue 7, July 2015

Pages: 1133 - 1135

Neural Network on FPGA for PID Controller

Ashlesha Panbude, Dr. Manish Sharma

Share this Article

Similar Articles with Keyword 'Artificial neural network'

Review Papers, Electronics & Communication Engineering, India, Volume 4 Issue 10, October 2015

Pages: 1958 - 1962

Review on Back Propagation Neural Network Application for Grading of Cashew Nuts

Vrushali Nagpure

Share this Article

Research Paper, Electronics & Communication Engineering, India, Volume 4 Issue 6, June 2015

Pages: 3042 - 3047

Reproduction of Remote Sensed Images Using Artificial Neural Network

Aarsi Saini, Sukhvinder Kaur

Share this Article

Research Paper, Electronics & Communication Engineering, India, Volume 4 Issue 2, February 2015

Pages: 2099 - 2105

Implementation of Gesture Recognition System for Home Automation using FPGA and ARM Controller

N. Naveenkumar, Dr. V. Padmaja, Ch. Nagadeepa

Share this Article

Research Paper, Electronics & Communication Engineering, India, Volume 4 Issue 6, June 2015

Pages: 3062 - 3067

A Measurement of Heart Rate in 12 lead ECG by an Entropic Method Using Artificial Neural Network

Minakshi Chaudhary, Er. D.V. Saini, Er. Sukhvinder Kaur

Share this Article

Research Paper, Electronics & Communication Engineering, India, Volume 4 Issue 5, May 2015

Pages: 2725 - 2729

Time Delay Processing In Networked Control System Using Smith Predictor and ANN Based Error Predictor

Shubhasree.A.V, Dr. Vijay Kumar

Share this Article

Similar Articles with Keyword 'FPGA'

Research Paper, Electronics & Communication Engineering, India, Volume 5 Issue 11, November 2016

Pages: 422 - 426

An Segmentation Under Connected Components Based on Watershed Algorithm Using FPGA Processor

R. Kiruthikaa, S. Salaiselvapathy

Share this Article

Case Studies, Electronics & Communication Engineering, India, Volume 4 Issue 2, February 2015

Pages: 1862 - 1867

FPGA Based Architecture for High Performance SRAM Based TCAM for Search Operations

Lekshmipriya S., Suby Varghese

Share this Article

M.Tech / M.E / PhD Thesis, Electronics & Communication Engineering, India, Volume 4 Issue 6, June 2015

Pages: 878 - 884

ASIC Architectures for Implementing ECC Arithmetic over Finite Fields

Hemanth Ravindra, Jalaja S

Share this Article

Review Papers, Electronics & Communication Engineering, India, Volume 4 Issue 4, April 2015

Pages: 1489 - 1492

Review on Design of PWM Controller Using FPGA

Sneha Kirnapure, Vijay R. Wadhankar

Share this Article

M.Tech / M.E / PhD Thesis, Electronics & Communication Engineering, India, Volume 4 Issue 5, May 2015

Pages: 1493 - 1496

Skein and Threefish Implementation on FPGA

Litty.P.Oommen, Anas A S

Share this Article
Top