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: Thu Apr 12, 2018 01:56:32 AM
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:

Identification of adaptive control, Gain scheduling, Self tuning regulator, Stochastic of adaptive control..Stability of dinamics system ...

Adaptive Control Examination and Home work...

Manual and Feedback Control
Ā©2006 Fisher-Rosemount Systems, Inc. Slide 6 -18 Process Control Manual and Feedback Control PID Control PID Control PID Control āˆ† An additional...

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



    Related Free Files

    Special Control Structures: Feedforward and... - Download: 128 times
    A SelfTuning Analog... - Download: 89 times
    Special Control Structures: Cascade,... - Download: 454 times
    PD, PI, PID Compensation... - Download: 480 times
    Tutorial On Fuzzy Logic... - Download: 302 times
    General Contributions to PID Control... - Download: 141 times
    Fuzzy Theory... - Download: 83 times
    ADAPTIVE CONTROL Correct... - Download: 72 times
    A PID Controller for RealTime DC Motor Speed... - Download: 196 times
    Fuzzy Logic and its Applications... - Download: 93 times

    eXTReMe Tracker