Title :
Application of the Hartley modulating functions method for the identification of the bilinear dynamics of a DC motor
Author :
Daniel-Berhe, Sequare ; Unbehauen, Heinz
Author_Institution :
Control Eng. Lab., Ruhr-Univ., Bochum, Germany
Abstract :
This paper deals with the identification of the parameters of a continuous-time bilinear model of a DC motor. Specifically one of its main objectives is to demonstrate the feasibility of the Hartley modulating functions (HMF) method to the parameter identification of physically-based continuous-time model structures. A suited weighted least squares algorithm is developed. The proposed identification method results in satisfactory performance for additive noise corrupted output signals. Simulation studies are included to illustrate the concepts. The results of the identification of a separately excited DC motor and its load are presented
Keywords :
DC motors; Hartley transforms; bilinear systems; least squares approximations; parameter estimation; DC motor; Hartley modulating functions; additive noise corrupted output signals; bilinear dynamics; continuous-time bilinear model; identification; parameter identification; physically-based continuous-time model structures; weighted least-squares algorithm; Control engineering; DC motors; Differential equations; Electronic mail; Induction motors; Integrated circuit modeling; Laboratories; Parameter estimation; State-space methods; Voltage;
Conference_Titel :
Decision and Control, 1996., Proceedings of the 35th IEEE Conference on
Conference_Location :
Kobe
Print_ISBN :
0-7803-3590-2
DOI :
10.1109/CDC.1996.572740