Accurate piecewise-affine time-discrete modeling of hysteresis-coupled system dynamics. Issue 15 (2018)

• Record Type: Journal Article
• Authors: Schirrer, Alexander; Mayrhofer, Josef; Jakubek, Stefan
• Is Part Of: IFAC-PapersOnLine. Volume 51:Issue 15(2018)
• Page Start: 156
• Page End: 161
• Publication Date: 2018
• Subjects: Hysteresis model -- Prandtl-Ishlinskii -- time-discrete system -- nonlinear dynamics -- simulation; Automatic control -- Periodicals; 629.805
• DOI: 10.1016/j.ifacol.2018.09.109
• Languages: English
• ISSNs: 2405-8963

Abstract

Abstract: A modeling approach to efficiently incorporate Prandtl-Ishlinskii-type hysteresis coupling behaviour into an otherwise linear-dynamic system is proposed. For a simplified elastic drive train with a nonlinear hysteretic coupling torque, the coupled full system dynamics is first formulated in continuous time. Then, a novel piecewise-affine representation is proposed that allows direct, exact time-discretization of the sensitive coupling dynamics, retaining the resonance properties accurately. Sensitivities of coupled-system measurements for variations in the coupled model parameters, including hysteresis component parameters, are expressed, and an output-error parameter identification problem is stated. The efficiency of the proposed model structure is validated by a model parameterized based on measurement data. These results provide a promising starting point for a fully coupled, realtime-capable system model architecture.