Authors
Radu-Emil Precup, Marius L Tomescu, Mircea-Bogdan Rădac, Emil M Petriu, Stefan Preitl, Claudia-Adina Dragoş
Publication date
2012/7/1
Journal
Expert Systems with Applications
Volume
39
Issue
9
Pages
8288-8299
Publisher
Pergamon
Description
This paper suggests the performance improvement of fuzzy control systems (FCSs) for three tank systems using iterative feedback tuning (IFT). The stable design of Takagi–Sugeno–Kang fuzzy controllers is guaranteed by means of a stability theorem based on LaSalle’s global invariant set theorem formulated for a class of multi input-multi output (MIMO) nonlinear processes. An IFT algorithm characterized by setting the step size to guarantee the FCS stability is proposed. The theoretical approaches are applied in a case study that deals with the IFT-based stable design of fuzzy controllers dedicated to the level control of a cylindrical three tank system as a representative MIMO system. A set of experimental results for a laboratory setup illustrates the performance improvement.
Total citations
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Scholar articles
RE Precup, ML Tomescu, MB Rădac, EM Petriu… - Expert Systems with Applications, 2012