Title :
Thermal parameter estimation using recursive identification
Author :
Skibinski, Gary L. ; Sethares, William A.
Author_Institution :
Wisconsin Univ., Madison, WI, USA
Abstract :
A method that converts a semiconductor transient thermal impedance curve (TTIC) into an equivalent thermal R-C network model is presented. Thermal resistance (R) and thermal capacitance (C) parameters of the model are identified using manufacturer´s data and offline recursive least square (RLS) techniques. Relevant estimation theory concepts and the formulation of an appropriate model for the identification process are given. Model synthesis is illustrated using an isolated base power transistor module. The application of time decoupled theory for high order thermal models is outlined. Simulation of junction temperature responses using model and manufacturer TTICs are compared. Identified parameter validity is further confirmed by parameter calculation obtained from module physical dimensions.<>
Keywords :
equivalent circuits; power transistors; semiconductor device models; transients; equivalent thermal R-C network model; estimation theory; isolated base power transistor; junction temperature responses; offline recursive least square techniques; recursive identification; semiconductor transient thermal impedance curve; thermal capacitance; thermal parameter estimation; time decoupled theory; Capacitance; Estimation theory; Impedance; Least squares methods; Parameter estimation; Power transistors; Resonance light scattering; Temperature; Thermal resistance; Virtual manufacturing;
Conference_Titel :
Industry Applications Society Annual Meeting, 1990., Conference Record of the 1990 IEEE
Conference_Location :
Seattle, WA, USA
Print_ISBN :
0-87942-553-9
DOI :
10.1109/IAS.1990.152397