A comprehensive review of state-of-the-art parameter estimation techniques for permanent magnet synchronous motors in wide speed range

MS Rafaq, JW Jung - IEEE Transactions on Industrial …, 2019 - ieeexplore.ieee.org
Permanent magnet synchronous motor (PMSM) drive has emerged as one of the most
preferred motor drives for industrial applications owing to its distinguished advantages, such …

A Review of State-of-the-art Techniques for PMSM Parameter Identification

H Ahn, H Park, C Kim, H Lee - Journal of Electrical Engineering & …, 2020 - Springer
In this paper, a review of previous research in d-and q-axis inductance identification
techniques for permanent magnet synchronous motor (PMSM) is presented. The d-and q …

Online identification of PMSM parameters: Parameter identifiability and estimator comparative study

T Boileau, N Leboeuf… - IEEE transactions on …, 2011 - ieeexplore.ieee.org
In this paper, a model-reference-based online identification method is proposed to estimate
permanent-magnet synchronous machine (PMSM) parameters during transients and in …

Modelling and control for intelligent industrial systems

GG Rigatos - adaptive algorithms in robotics and industrial …, 2011 - Springer
Incorporating intelligence in industrial systems can help to increase productivity, cut-off
production costs, and to improve working conditions and safety in industrial environments …

A linear maximum torque per ampere control for IPMSM drives over full-speed range

CT Pan, SM Sue - IEEE Transactions on energy conversion, 2005 - ieeexplore.ieee.org
In this paper, a linear torque control strategy is first proposed for interior permanent magnet
synchronous motor drives to fully utilize the reluctance torque and simplify the controller …

Robust maximum torque per ampere (MTPA) control of PM-assisted SynRM for traction applications

P Niazi, HA Toliyat, A Goodarzi - IEEE transactions on …, 2007 - ieeexplore.ieee.org
Recently, permanent-magnet-assisted (PMa) synchronous reluctance motors (SynRMs)
have been introduced as a possible traction motor in hybrid electric vehicle applications. In …

Neural-network vector controller for permanent-magnet synchronous motor drives: Simulated and hardware-validated results

S Li, H Won, X Fu, M Fairbank… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
This paper focuses on current control in a permanent-magnet synchronous motor (PMSM).
This paper has two main objectives: the first objective is to develop a neural-network (NN) …

Adaptive state feedback speed controller for PMSM based on Artificial Bee Colony algorithm

R Szczepanski, T Tarczewski, LM Grzesiak - Applied Soft Computing, 2019 - Elsevier
This article focuses on the application of nature-inspired optimization algorithm for adaptive
speed control of permanent synchronous motor (PMSM) drive with variable parameters. In …

Development and implementation of an adaptive fuzzy-neural-network controller for brushless drives

A Rubaai, D Ricketts… - IEEE Transactions on …, 2002 - ieeexplore.ieee.org
This paper introduces a brushless drive system with an adaptive fuzzy-neural-network
controller. First, a neural network-based architecture is described for fuzzy logic control. The …

Application of artificial intelligence to real-time fault detection in permanent-magnet synchronous machines

Y Nyanteh, C Edrington, S Srivastava… - IEEE transactions on …, 2013 - ieeexplore.ieee.org
This paper discusses faults in rotating electrical machines in general and describes a fault
detection technique using artificial neural network (ANN) which is an expert system to detect …