Title :
Computationally Efficient Formulation of Relay Operator for Preisach Hysteresis Modeling
Author :
Ruderman, Michael
Author_Institution :
Dept. of Electr. Eng., Nagaoka Univ. of Technol., Nagaoka, Japan
Abstract :
An algebraic expression for the Preisach hysteron, which is a nonideal (delayed) relay operator, is formulated for a computationally efficient real-time implementation. This allows representing the classical scalar Preisach hysteresis (SPH) model as a summation of a large number of weighted hysterons, in which computation can be accomplished in parallel. The latter makes possible an efficient field-programmable gate array (FPGA) or application-specific integrated circuit (ASIC) realization of the SPH model that can be useful for multiple applications. The signal flow, which specifies the model implementation, is provided in the form of the block diagram. The proposed computation of Preisach hysterons, aggregated to the entire Preisach hysteresis model, is evaluated numerically and on a real-time hardware platform.
Keywords :
application specific integrated circuits; field programmable gate arrays; ASIC; FPGA; Preisach hysteron; algebraic expression; application-specific integrated circuit; block diagram; classical scalar Preisach hysteresis model; field programmable gate array; nonideal delayed relay operator; numerical analysis; real-time hardware platform; real-time implementation; signal flow; summation; weighted hysterons; Computational modeling; Hidden Markov models; Magnetic hysteresis; Mathematical model; Numerical models; Real-time systems; Relays; Hysteresis; Preisach model; hysteron; non-ideal relay; nonideal relay; nonlinear operator; real-time computation; realtime computation;
Journal_Title :
Magnetics, IEEE Transactions on
DOI :
10.1109/TMAG.2015.2455517