This paper is part of an effort to bridge the gap between energetic and equivalent-circuit motor models used in system-level electric-powertrain simulations, balancing model fidelity with computational efficiency. The goal is to investigate the use of lookup tables as tools to abstract low-level motor control into a numerical optimization problem requiring few input data and minimal specialized knowledge, thereby making high-fidelity equivalent-circuit models more suitable for early-stage system-level powertrain studies. The approach was experimentally validated on a 600-W induction motor. Results demonstrate that the control based on lookup tables achieves torque, flux, stator current, and efficiency levels comparable to a traditional field-oriented control scheme. While the two methods use different current trajectories, the overall performance metrics remain similar, confirming the effectiveness of lookup tables as a simulation tool for electric-powertrain development, control strategy evaluation, and early-stage electric vehicle system studies.

Experimental validation of lookup table-based abstraction of motor control for equivalent-circuit electric vehicle simulations / Grano, E., Lažek, T., Carello, M., Pazdera, I.. - In: ELECTRICAL ENGINEERING. - ISSN 0948-7921. - ELETTRONICO. - 108:9(2026). [10.1007/s00202-026-03724-9]

Experimental validation of lookup table-based abstraction of motor control for equivalent-circuit electric vehicle simulations

Grano, Elia;Carello, Massimiliana;
2026

Abstract

This paper is part of an effort to bridge the gap between energetic and equivalent-circuit motor models used in system-level electric-powertrain simulations, balancing model fidelity with computational efficiency. The goal is to investigate the use of lookup tables as tools to abstract low-level motor control into a numerical optimization problem requiring few input data and minimal specialized knowledge, thereby making high-fidelity equivalent-circuit models more suitable for early-stage system-level powertrain studies. The approach was experimentally validated on a 600-W induction motor. Results demonstrate that the control based on lookup tables achieves torque, flux, stator current, and efficiency levels comparable to a traditional field-oriented control scheme. While the two methods use different current trajectories, the overall performance metrics remain similar, confirming the effectiveness of lookup tables as a simulation tool for electric-powertrain development, control strategy evaluation, and early-stage electric vehicle system studies.
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11583/3015098