ANN based RF-MRAS speed estimation of induction motor drive at low speed

A Tiwari, B Kumar, YK Chauhan - … International conference of …, 2017 - ieeexplore.ieee.org
In this paper, artificial neural network assisted MRAS based speed estimator is presented for
the poly-phase induction motor drive. The adaptive model of conventional RF-MRAS is …

Intelligent Speed Estimation in Induction Motor Drive Control using Feed-Forward Neural Network Assisted Model Reference Adaptive System

AB Sharma, S Tiwari, B Singh - 2020 IEEE Students …, 2020 - ieeexplore.ieee.org
Adjustable speed of induction motor (IM) is powered without a velocity sensor is one of the
most alluring solutions with high energy efficiency, low cost, and compact size drives. The …

Artificial neural network-based estimation for rotor-flux model reference adaptive system

D Bielesz, M Kubatko, Š Kirschner, J Milata… - Transportation Research …, 2023 - Elsevier
At the start, this paper focuses on the function of a rotor-flux model reference adaptive
system (RF-MRAS) and in the following part on the realization and application of artificial …

MRAS based speed estimation strategies for induction motor drives: A review

B Kumar, YK Chauhan, SP Singh - 2016 7th India International …, 2016 - ieeexplore.ieee.org
Speed sensorless induction motor drives are gaining popularity as they provide cost
effective solutions with high performance delivery. Model Reference Adaptive System …

Improved mutual MRAS speed identification based on back-emf

H Zheng, J Zhao, L Liu - Journal of Electrical Engineering and …, 2016 - koreascience.kr
In the design of sensorless control system for induction motor, high-precision speed
estimation is one of the most difficult problems. To solve this problem, the common method is …