NDLI: Online performance evaluation of a self-learning fuzzy logic controller applied to nonlinear processes

Content Provider	IEEE Xplore Digital Library
Author	Ghwanmeh, S.H. Jones, K.O. Williams, D.
Copyright Year	1996
Description	Author affiliation: Control Syst. Res. Group, Liverpool John Moores Univ., UK (Ghwanmeh, S.H.)
Abstract	The generation of rule-bases in conventional fuzzy logic controllers can be a difficult and time consuming problem for implementation by process operators thus affecting their wider applicability. A self-learning fuzzy logic control (SLFLC) offers a possible solution. A robustness study is therefore presented to evaluate the performance of a proposed SLFLC by analysing its transient performance for a variety of online tests and examining its ability to generate a consistent set of rules, based on a predetermined criteria. The results presented show that even with a limited knowledge of the process, the self-learning procedure is able to develop a suitable set of rules and produce a satisfactory process performance with some degree of robustness and repeatability when applied to a nonlinear single-input single-output (SISO) or multi-input multi-output (MIMO) laboratory liquid-level processes.
Starting Page	394
Ending Page	399
File Size	580407
Page Count	6
File Format	PDF
ISBN	0780336453
DOI	10.1109/FUZZY.1996.551773
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	1996-09-11
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Niobium Fuzzy logic Process control Fuzzy control Automatic generation control Robustness Control systems Transient analysis Testing MIMO
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in