High-frequency excitation sensorless control methods measure the response of the machine
to some form of high-frequency excitation from which the rotor position is estimated. The …

This review article systematically summarizes the existing literature on utilizing machine
learning (ML) techniques for the control and monitoring of electric machine drives. It is …

Rotor and stator flux orientations are now standard concepts in vector and direct torque
control of ac drives. The salient-pole rotor machines, where magnetic saturation plays a key …

The use of AC electrical machines in controlled electrical drive applications is reviewed. The
major types of electrical machines are briefly summarized to set the context and establish …

State of health (SOH) determination becomes an increasingly important issue for a safe and
reliable operation of lithium-ion batteries in hybrid electric vehicles (HEVs). Characteristic …

In this paper, a novel sensorless control strategy with the injection of a high-frequency
pulsating carrier signal into a stationary reference frame is proposed. Differing from the two …

In the high-frequency (HF) signal injection based position sensorless permanent magnet
synchronous motor (PMSM) drives, there is an estimated position error caused by the cross …

With electric power systems becoming more compact with higher power density, the
relevance of thermal stress and precise real-time-capable model-based thermal monitoring …

This paper analyzes the effects of magnetic saturation, including cross-saturation and
secondary saliencies, on the saliency-based sensorless control of interior permanent …

For the sensorless control system of the five-phase interior permanent magnet (IPM) motors,
its saturation effect greatly affects the estimated accuracy of rotor position, which will not …