Neural Network Based Predictive Control of Electrical Drives with Elastic Transmission and Backlash (CROSBI ID 481535)
Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Petrović, Ivan ; Rac, Zoran ; Perić, Nedjeljko
engleski
Neural Network Based Predictive Control of Electrical Drives with Elastic Transmission and Backlash
A control strategy based on generalized predictive controller (GPC) is proposed for control of electrical drives with transmission elasticity and backlash. Neural network based model is used for identification of the two-mass mechanical system with elastic transmission and backlash with negligible friction. It is assumed that only measurement at the load side is available. Since GPC controller requires linear process model, neural model is linearized by means of instantaneous linearization in each sample instant. This control strategy is then compared to the classical GPC based on linear process model by computer simulations and experimentally on a laboratory model of the electrical drive with transmission elasticity and backlash.
Control; Neural Networks; Drives
nije evidentirano
nije evidentirano
nije evidentirano
nije evidentirano
nije evidentirano
nije evidentirano
Podaci o prilogu
PP0130 (10 pages-x.
2001.
objavljeno
Podaci o matičnoj publikaciji
CD-ROM Proceedings of the 9th European Conference on Power Electronics and Applications
Weiss, Helmut
Graz: Europol Platform for Experts (EPE)
Podaci o skupu
9th European Conference on Power Electronics and Applications, EPE 2001
predavanje
27.08.2001-29.08.2001
Graz, Austrija