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Proceedings ArticleDOI

Performance investigation of extended Kalman filter based observer for PMSM using in washing machine applications

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TLDR
In this paper, a sensorless speed control of a permanent magnet synchronous motor (PMSM) with an Extended Kalman Filter (EKF) based observer is performed.
Abstract
In this paper, sensorless speed control of permanent magnet synchronous motor (PMSM) with an Extended Kalman Filter (EKF) based observer is performed. The general model of the PMSM and EKF algorithm are presented. Simulation studies are carried out using MATLAB/Simulink, in order to explore effectiveness and usability of EKF in sensorless PMSM drive for washing machine applications. In order to investigate performance of proposed system in real conditions, real torque profile of a washing machine is used. Simulation results illustrate that the proposed system is quite effective for washing machine applications and robust against variations of motor parameters.

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Citations
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Proceedings ArticleDOI

A sensorless passivity-based control for PMSM

TL;DR: A sensorless controller design to speed tracking problem for a Permanent Magnet Synchronous Motor, avoiding the rotor's sensor and the efficiency is illustrated by the simulation results with Matlab-Simulink/PSIM.
Proceedings ArticleDOI

Design of Rotor with Novel Barrier for Power Improvement of Spoke-Type Permanent Magnet Synchronous Motor

TL;DR: In this article, a novel barrier was applied to improve the power of a spoke-type PMSM for washing machine by minimizing the magnetic flux leakage generated in the outer and inner ribs.
Proceedings ArticleDOI

Speed Sensorless Control of PMSM with Unscented Kalman Filter and Initial Rotor Alignment

TL;DR: An implementation of Unscented Kalman Filter for estimation of the speed and position of permanent magnet synchronous machine in dq synchronous reference frame fixed to rotor flux and discretized by Taylor series expansion is presented.
Journal ArticleDOI

Realization of a sensorless speed controller for permanent magnet synchronous motor drives based on field programmable gate array technology

TL;DR: In this paper, a hybrid sensorless speed controller for permanent magnet synchronous motor drives using field programmable gate array technology is presented, where the I-f startup strategy is applied to perma...
Proceedings ArticleDOI

Sensorless Control of Permanent Magnet Synchronous Motor with Flux Weakening Operation for Washing Machine Application

TL;DR: A Sensorless Control of PMSM based on Model Reference Adaptive theory is applied to Washing Machine home appliance and results demonstrate the effectiveness of the sensorless PMSM compared to controller with sensors in both Wash Cycle and Spin Dry cycle of washing operations.
References
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Book ChapterDOI

A New Approach to Linear Filtering and Prediction Problems

TL;DR: In this paper, the clssical filleting and prediclion problem is re-examined using the Bode-Shannon representation of random processes and the?stat-tran-sition? method of analysis of dynamic systems.
BookDOI

Analysis of electric machinery and drive systems

TL;DR: Theory of brushless dc motors and dc machines is discussed in this article, where the authors present a general framework for electric machine analysis based on basic principles for Electric Machine Analysis.
Book

Sensorless vector and direct torque control

Peter Vas
TL;DR: This paper presents a space-phasor model of A.C. machines based on artificial intelligence-based steady-state and transient analysis of electrical machines, estimators and investigates the role of magnetic saturation in the control of these machines.
Journal ArticleDOI

Rotor position and velocity estimation for a salient-pole permanent magnet synchronous machine at standstill and high speeds

TL;DR: In this paper, a simple-to-implement estimation technique that operates over a wide speed range, including zero speed, was proposed to decouple the inherent cross-coupling in salient-pole permanent magnet synchronous motors.
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Simulation results illustrate that the proposed system is quite effective for washing machine applications and robust against variations of motor parameters.