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 dicult task. It becomes even more dicult 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 ecient fuzzy modeling methodology is introduced. The resulting fuzzy model consists of a number of fuzzy implications, each of which is of an IF±THEN 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:

CPECSC 481: KnowledgeBased Systems
fuzzy logic utilizes linguistic variables in combination with fuzzy rules and fuzzy inference in a formal approach to approximate reasoning...

Multiobjective PIPID Control Design Using an Iterative Linear Matrix
Multiobjective PI/PID Control Design Using an ... constraints must be followed by controller, simultaneously. It is clear that meeting all design...

Fuzzy Logic and its Applications
Cse 352, Fall 2008 Bradford Wagner and Brandon Haviland Fuzzy Logic and its Applications ... Location: Soviet Azerbaijon Education: University of...

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



    Related Free Files

    The PID Control Algorithm... - Download: 116 times
    Introduction to PID Control... - Download: 187 times
    Adaptive Feedback Control... - Download: 80 times
    Mitigating Distributed Denial of Service... - Download: 59 times
    Introduction to Negative Feedback and... - Download: 83 times
    Nonlinear Control Theory... - Download: 89 times
    Automatic Control Basic Course Laboratory... - Download: 162 times
    Introduction Hybrid Systems in Process... - Download: 60 times
    Fuzzy Logic Tutorial... - Download: 118 times
    CS 561a: Introduction to Artificial... - Download: 73 times

    eXTReMe Tracker