Welcome to visit《 Journal of Air Force Engineering University 》Official website!

Consultation hotline:029-84786242 RSS EMAIL-ALERT
Research on PID Controller Based on BP Neural Networks
DOI:
CSTR:
Author:
Affiliation:

Clc Number:

TP18

Fund Project:

  • Article
  • |
  • Figures
  • |
  • Metrics
  • |
  • Reference
  • |
  • Related
  • |
  • Cited by
  • |
  • Materials
  • |
  • Comments
    Abstract:

    PID control based on BP neural networks, proceeding from the basic principle, learning rules and algorithms of BP neural networks, is introduced in this paper. Better control qualities are obtained by using the dynamic BP algorithms of three-layer networks. Simulation results indicate that the PID control based on BP neural networks displays a strong robustness in dealing with the nonlinear and uncertain system.

    Reference
    Related
    Cited by
Get Citation
Share
Article Metrics
  • Abstract:
  • PDF:
  • HTML:
  • Cited by:
History
  • Received:
  • Revised:
  • Adopted:
  • Online: November 17,2015
  • Published:
Article QR Code