Home > Automation > Control Mode

[ pdf ] Fuzzylogicbased process modeling using limited experimental data

Fuzzylogicbased process modeling using limited experimental data Download
Topic under  Control Mode
Source: dept.lamar.edu 
File size: 968.52 KB
File type: pdf
Last download on: Wed Nov 29, 2017 06:09:31 PM
Short Desciption:
Fuzzy-logic-based process modeling using limited experimental data H.H. Lou, Y.L. Huang* Department of Chemical Engineering and Materials Science, Wayne State University, 5050 Anthony ...

Process modeling with limited experimental data is always a dicult task. It becomes even more dicult if the process is highly nonlinear and is characterized by multiple inputs and outputs. Under these circumstances, fuzzy logic may show its capabilities for model development. In this paper, an ecient fuzzy modeling methodology is introduced. The resulting fuzzy model consists of a number of fuzzy implications, each of which is of an IFTHEN form. The IF part consists of a set of logically related antecedents, while the THEN part contains a consequent expressed as a set of linear models. To ensure model simplicity and to accelerate the modeling process, an effective model-development route has been developed. To guarantee the model's reliability, a t-test-based non-linearity analysis is proposed when each fuzzy implication is developed. The efficacy of the methodology is demonstrated by modeling two nonlinear industrial processes. # 2000 Elsevier Science Ltd. All rights reserved.
Bookmark or share this info on Google+ and leave comment at below :

Bookmark and Share

People who downloaded this also viewed in this sites:

Control System Design - PID Control Control System Design - PID
Embedded in instruments .... process industry and in DCS systems. Both parallel and series forms are used....

PID Control: From Algorithm to Code
PID Control: From Algorithm to Code Karl-Erik Årzen Outline • The basic algorithm • Algorithm modifications • Discretization • Mode handling...

Plug and Play in Control Loop Design
If the PID has an autotuner, the autotuner needs to know the signal ranges in order to design its probing signals. The PID controller also has some...

    Leave comment :
    "Fuzzylogicbased process modeling using limited experimental data"



    Related Free Files

    PID Control Theory... - Download: 158 times
    1 POLYNOMIAL AND RATIONAL MATRIX... - Download: 54 times
    Fuzzy logic versus a PID controller for... - Download: 153 times
    ADAPTIVE CONTROL EXAMINATION... - Download: 78 times
    Controllers DESIGN and OPERATION... - Download: 82 times
    ADAPTIVE CONTROL chapter 0 -1 ... - Download: 109 times
    Design of a Hybrid Fuzzy Logic Proportional... - Download: 61 times
    Chapter 18: Neural Computing Applications,... - Download: 50 times
    Introduction to Negative Feedback and... - Download: 83 times

    eXTReMe Tracker