Skip navigation


  • DSpace logo
  • Home
  • Collections
  • Researcher Profile
  • Explore by
    • Researcher Profile
  • VGU library
  • Help
  • User Guide
  • Sign on to:
    • My DSpace
    • Receive email
      updates
    • Edit Account details

VGU RESEARCH REPOSITORY


Please use this identifier to cite or link to this item: https://epub.vgu.edu.vn/handle/dlibvgu/882
Title: Comparison of conventional PID-controllers with controllers based on artificial intelligence concepts like fuzzy logic and neural networks for process control
Authors: Tran Van Ba 
Keywords: PID controller;Process control;Matlab simulink;Level control;Temperature control;Automation;Closed-loop control;AI concepts
Issue Date: 2015
Publisher: Vietnamese-German University
Abstract: 
Nowadays, conventional controller (PID controller) is the major control algorithm using in process control. Despite this control strategy is a robust algorithm, it also have some drawbacks such as cannot adapt to changes in systems, it is hard to find the controller parameters in nonlinear systems. In this research, we study about the two types of intelligence algorithms, fuzzy logic and neural network, and implement it on a common process, level control and temperature control. The system model is introduced first, both a mathematical and empirical model, based on this model we could develop a PID controller by using some different tuning methods. FLC and NNC algorithm are first tested on Matlab Simulink, then implemented on Siemens PLC S7-314C 2PN/DP, and using oscilloscope and datalog on WinCC flexible to collect data. The objective of the thesis is compare the performance of those controllers on real processes built in the laboratory. From the result of this study, we can choose the best control strategy for a similar process.
URI(1): http://epub.vgu.edu.vn/handle/dlibvgu/882
Rights: Attribution-NonCommercial 4.0 International
Appears in Collections:Mechatronics & Sensor Systems Technology (MSST)

Files in This Item:
File Description SizeFormat Existing users please Login
Comparison of conventional PID-controllers with controllers based on AI concepts.pdf5.77 MBAdobe PDF
Show full item record

Page view(s)

166
checked on Aug 23, 2025

Download(s)

32
checked on Aug 23, 2025

Google ScholarTM

Check


This item is licensed under a Creative Commons License Creative Commons

© Copyright 2020 by Vietnamese - German University Library.
Add: Ring road 4, Quarter 4, Thoi Hoa Ward, Ben Cat City, Binh Duong Province
Tel.:(0274) 222 0990. Ext.: 70206