Title :
On the combination of tensor product and fuzzy models
Author :
Precup, R.-E. ; Preitl, S. ; Ursache, B.-I. ; Clep, P.A. ; Baranyi, P. ; Tar, J.K.
Author_Institution :
Univ. of Timisoara, Timisoara
Abstract :
The paper investigates several possibilities to combine tensor product (TP) and fuzzy models aiming the development of control systems. Applications of TP are analyzed including the one class of benchmarks consisting of first-order plus dead time plants. The development and experimentation of control systems for these benchmarks is exemplified for a case study focused on air stream and temperature control. Preliminary real-time experimental results validate the theoretical approaches.
Keywords :
fuzzy control; temperature control; tensors; air stream; control systems; first-order plus dead time plants; fuzzy models; temperature control; tensor product; Constraint optimization; Control design; Control system synthesis; Fuzzy control; Fuzzy systems; Matrices; Singular value decomposition; Temperature control; Tensile stress; Vectors;
Conference_Titel :
Automation, Quality and Testing, Robotics, 2008. AQTR 2008. IEEE International Conference on
Conference_Location :
Cluj-Napoca
Print_ISBN :
978-1-4244-2576-1
Electronic_ISBN :
978-1-4244-2577-8
DOI :
10.1109/AQTR.2008.4588792
