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Analysis of Fault Detection and IoT Based Monitoring of Induction Motors

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Analysis of Fault Detection and IoT Based Monitoring of Induction Motors


Abad Ali | Nirma Kumari Sharma | Deepak Kumar Joshi



Abad Ali | Nirma Kumari Sharma | Deepak Kumar Joshi "Analysis of Fault Detection and IoT Based Monitoring of Induction Motors" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-6 | Issue-3, April 2022, pp.1889-1894, URL: https://www.ijtsrd.com/papers/ijtsrd49857.pdf

Induction motors play a very important and crucial role in the development and overall productivity of industrial drives. Despite of the modern development the induction motor suffers from numerous faults and these faults consequence into lowering of overall industrial productivity and increased shutdown period. Thus, there is the need of pre-emptive detection of numerous faults while in operation. The prior detection of faults in induction motor and its optimum diagnosis can facilitate the industry to operate with least unexpected maintenance and industrial shutdown. An extensive literature survey conducted has indicated that the most common faults that could take place in induction motor are (i) inter-turn short circuit in stator winding, (ii) broken rotor bars, (iii) bearing failures and (iii) eccentricity faults. The presence of these faults in incipient phase may not necessarily deteriorate motor’s performance; however, it points out that the component should be replaced before the likelihood of a catastrophic failure. Hence, it is necessary to detect these faults as soon as possible. The paper the diagnosis of these faultswith the state-of-the-art signal processing techniques. The condition monitoring and faults diagnosis mechanism are required to formulate a well-defined and skilled map in between motor signals as well as indications of the fault state of the induction motor. Hence, a number of advanced and optimum approaches have been identified and employed for detecting various faults on-line in a squirrel-cage induction motor. The paper presents the experimental investigations that are implemented in different setups and the respective results have been presented. Faults in the motor pose their signature frequencies as harmonics in the motor current spectrum. In Motor Current Signature Analysis, various approaches like Park’s vector scheme, Fast Fourier Transformation (FFT), Discrete Wavelet Transform (DWT) based digital signal processing techniques have been taken into consideration.

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IJTSRD49857
Volume-6 | Issue-3, April 2022
1889-1894
IJTSRD | www.ijtsrd.com | E-ISSN 2456-6470
Copyright © 2019 by author(s) and International Journal of Trend in Scientific Research and Development Journal. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (CC BY 4.0) (http://creativecommons.org/licenses/by/4.0)

International Journal of Trend in Scientific Research and Development - IJTSRD having online ISSN 2456-6470. IJTSRD is a leading Open Access, Peer-Reviewed International Journal which provides rapid publication of your research articles and aims to promote the theory and practice along with knowledge sharing between researchers, developers, engineers, students, and practitioners working in and around the world in many areas like Sciences, Technology, Innovation, Engineering, Agriculture, Management and many more and it is recommended by all Universities, review articles and short communications in all subjects. IJTSRD running an International Journal who are proving quality publication of peer reviewed and refereed international journals from diverse fields that emphasizes new research, development and their applications. IJTSRD provides an online access to exchange your research work, technical notes & surveying results among professionals throughout the world in e-journals. IJTSRD is a fastest growing and dynamic professional organization. The aim of this organization is to provide access not only to world class research resources, but through its professionals aim to bring in a significant transformation in the real of open access journals and online publishing.

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