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Jun 24, 2024 · The challenges in fault detection for three-phase induction motors can include issues with accurately identifying incipient faults, distinguishing between various fault types, and dealing with the effects of operating conditions and external disturbances.

Sep 13, 2024 · Experiments were conducted on a test bench, simulating real operating conditions, including stator phase unbalance, bearing damage, and shaft unbalance. To classify the faults, …

Apr 2, 2023 · The challenges associated with diagnosing faults in three-phase induction motors necessitate the development of innovative, non-invasive methods that can increase efficiency …

5 days ago · A. Abdo, J. Siam, A. Abdou, R. Mustafa, H. Shehadeh, Electrical Fault Detection in Three-Phase Induction Motor Based on Acoustics, in: 2020 IEEE International Conference on …

This research work presents the detection and identification of three types of motor faults using short time Fourier transform (STFT) namely a) Imbalance of supply Voltage b) Single Phasing …

Jan 13, 2024 · So, in this paper, an efficient neural network model is presented for detecting and classifying 12 types of phase loss faults for a three-phase induction motor (IM) based on …

Aug 28, 2018 · In order to discriminate different faults, a fault isolation algorithm is proposed. Isolation thresholds are designed. The results show the effectiveness of the proposed …

This research work proposes a novel supervised classification method for Induction Motor (IM) faults that is based on the Logit boosting (Meta.logitboost) algorithm and uses an optimized …

Jun 18, 2021 · This work presents a two-stage approach for three-phase induction motors diagnosis based on mutual information measures of the current signals, principal component …

Apr 26, 2016 · This paper proposes an alternative method, based on artificial neural networks, for classifying and detecting bearing faults in three-phase induction motors connected directly to …

Mar 10, 2021 · In this work, a robust methodology for fault detection in three-phase induction motor using current signature analysis has been proposed that makes use of MPM.

Faults in induction motors can halt production lines in factories, leading to downtime and resulting in production and economic losses. Therefore, it is crucial to ensure that motors operate …

Jan 1, 2020 · Seven image matrices were applied on three induction motor bearing fault conditions. The results showed that the proposed techniques were able to detect as well as …

Nov 9, 2024 · IMs can be found in single-phase [9], three-phase [10], and multi-phase forms [11]. These types differ in terms of cost, energy, control, weight, and maintenance. IMs are reliable …

Through simulation data of three phase induction motor, this project seeks to demonstrate the effectiveness of the proposed methodology in detecting and diagnosing faults in three-phase …

Abstract: This study presents the methodology for detecting single phasing fault of three-phase induction motors in steady-state operation based on acoustic sound signal analysis.

2 days ago · Therefore, it is crucial to ensure that motors operate reliably. This paper describes an approach for the acoustic fault diagnosis of rotor bars in three-phase induction motors (IM). …

Oct 28, 2020 · In this context, this paper presents a current sensors fault-tolerant control method for induction motor drives, based on vector control and currents estimation.

Dec 2, 2024 · The signals V h, V d, V a, and V s are acquired from a three phase induction motor of the W22 standard line from manufacturer WEG, with 1 hp, 220 V/380 V, 3.02 A/1.75 A, four …

Induction motors represent a category of electric motors widely adopted in various industrial applications. This paper addresses the challenge of effective fault detection in induction …

6 days ago · The research ideas and methods in this paper are suitable for multi-phase SRIM, and the three-phase solid rotor induction motor is described as the research object in this …

This paper presents both a theoretical and experimental analysis of asymmetric stator and rotor faults in induction machines. A three-phase induction motor was simulated and operated under …