Title :
Solution of inverse heat problems in electrical machines with noninteger models
Author :
Poinot, Thierry ; Jemni, Adel ; Trigeassou, Jean-Claude
Author_Institution :
Lab. d´´Automatique et d´´Informatique Industrielle, Ecole Superieure d´´Ingenieurs de Poitiers, France
Abstract :
This paper presents a methodology for modeling interface problems occurring in heat diffusion processes with fractional models, characterized by their noninteger order. This particular model is used to solve inverse heat problems by a regularized inverse convolution. Fractional models are obtained from a noninteger integrator associated to a state space representation. Identification is performed in the time domain with an output error algorithm. This methodology is applied to the dynamics of heat transfer in the windings of electrical machines, between heat flux and temperature. Numerical simulations show that two types of problem can be solved by these techniques, like identification and inverse problems.
Keywords :
electric machines; heat transfer; identification; inverse problems; machine theory; machine windings; state-space methods; thermal analysis; time-domain analysis; electrical machine windings; electrical machines; fractional models; heat diffusion processes; heat flux; identification; interface problems modeling; inverse heat problems; inverse problems; noninteger integrator; noninteger models; output error algorithm; regularized inverse convolution; state space representation; temperature; time domain; Coils; Inverse problems; Laboratories; Machine windings; Partial differential equations; Resistance heating; Space heating; State-space methods; Stators; Temperature dependence;
Conference_Titel :
Systems, Man and Cybernetics, 2002 IEEE International Conference on
Print_ISBN :
0-7803-7437-1
DOI :
10.1109/ICSMC.2002.1175605