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An Assessment on the Non-Invasive Methods for Condition Monitoring of Induction Motors [chapter]

Muhammad Irfan, Nordin Saad, Rosdiazli Ibrahim, Vijanth S. Asirvadam, Abdullah S. Alwadie, Muhammad Aman Sheikh
<span title="2017-05-31">2017</span> <i title="InTech"> Fault Diagnosis and Detection </i> &nbsp;
vector analysis (PVA) methods are best suitable for the diagnosis of small fault signatures associated to mechanical faults.  ...  This paper synthesized the progress in the research and development in condition monitoring and fault diagnosis of induction motors.  ...  Acknowledgements The authors acknowledge the support from Universiti Teknologi PETRONAS for providing Universiti Research Innovation Fund (URIF) and the Ministry of Higher Education (MOHE) Malaysia for  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5772/67917">doi:10.5772/67917</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ruoeqnfllrh4vg5agt3k2bhuki">fatcat:ruoeqnfllrh4vg5agt3k2bhuki</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190502233926/https://cdn.intechopen.com/pdfs/54865.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/fa/53/fa53db6ec4980bb85d65a1a37dcde1b2e222fc2c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5772/67917"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Fault Isolation in Hybrid Systems Combining Model Based Diagnosis and Signal Processing

Sriram Narasimhan, Feng Zhao, Gautam Biswas, Elmer Hung
<span title="">2000</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/p3wtlm3j2fedxitkuu4bs3scau" style="color: black;">IFAC Proceedings Volumes</a> </i> &nbsp;
The increasing availability of inexpensive, batch-fabricated micro-controllers and MEMS sensors enables deployment of a multitude of sensors and microprocessors for control and diagnosis of embedded systems  ...  Sensor-rich systems typically employ extensive signal processing techniques for fault detection and isolation tasks.  ...  We thank Markus Fromherz, John Everett, Meera Sampath, and Peter Struss for helpful discussions and feedback on the work, and Vineet Gupta for help with the HCC programming language.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/s1474-6670(17)37499-2">doi:10.1016/s1474-6670(17)37499-2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/qoycdh37wjdoxaf3btcynt7dye">fatcat:qoycdh37wjdoxaf3btcynt7dye</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20090107171849/http://www.parc.xerox.com/spl/members/zhao/papers/ifac_safeproc00.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/88/65/8865d4695f7150ad1422b4a4027c538a637c5b53.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/s1474-6670(17)37499-2"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

Rotating Electrical Machine Condition Monitoring Automation—A Review

Mallikarjun Kande, Alf Isaksson, Rajeev Thottappillil, Nathaniel Taylor
<span title="2017-10-19">2017</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/kduey52ubfebzlnyz5tuez7sl4" style="color: black;">Machines</a> </i> &nbsp;
based analysis for diagnosis of motor faults.  ...  Monitoring methods have been matured giving raise to the adaptation of reliable CM systems for fault prediction, detection, and fault location identification for various types of rotating machines in the  ...  ., particularly Marco Sanguineti for the support and related  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/machines5040024">doi:10.3390/machines5040024</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/hul3ymt3traz5hikmi4aysvzki">fatcat:hul3ymt3traz5hikmi4aysvzki</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180727215030/https://res.mdpi.com/def5020089290dc4b4cdf11b2a363097843d34f2d3590fc9a877f5783c7772cf61b46ac31d168b3c14a4c459eacbc68375ea92b549991ea41847bdf4d19a066a2b83dd2ef422bc34c18de321260cb77449931c2407ca9cf7cb63099f374ef67a5d0d54652e867f16b6ddc9195eb240891fe3fcee667637cfbf76db5208d8d4d18832ad03e14f4e7525c00f79024d0c25ac7d68?filename=&amp;attachment=1" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/0e/3b/0e3b7630678123806086ca628a43acd044d836f7.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/machines5040024"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

FAULT DIAGNOSIS OF COMPUTER NUMERICAL CONTROL (CNC) MACHINE USING CLOUD KNOWLEDGE BASE AND MONITORING SYSTEM

Nashwa Mosaad, Khaled Elshafey, Ahmed El- Mahdy
<span title="2021-07-01">2021</span> <i title="Egypts Presidential Specialized Council for Education and Scientific Research"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/l2tt7ypucnadvbcp2wlybrllii" style="color: black;">Journal of Al-Azhar University Engineering Sector</a> </i> &nbsp;
This paper aims to develop a fault diagnosis system of the CNC through monitoring the alarm panel of CNC drivers using a webcam, raspberry pi 3, Optical Character Recognition (OCR) and cloud knowledge  ...  The errors coming from servo parameters for the absolute system are indicated by newly produced CNC machines.  ...  a webcam program like fswebcam and MPlayer, for capturing the images and real-time monitoring videos.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.21608/auej.2021.187975">doi:10.21608/auej.2021.187975</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/izxgqe5q3rg3romzlfzhmnjrwu">fatcat:izxgqe5q3rg3romzlfzhmnjrwu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210812042123/https://jaes.journals.ekb.eg/article_187975_b99445f1519a78d0ef1bb64a3a183b08.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/81/ca/81ca3af93d0b84d3017afcae04f9bcecbc5b0b88.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.21608/auej.2021.187975"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Failure Diagnosis of Complex Systems [chapter]

Soila P. Kavulya, Kaustubh Joshi, Felicita Di Giandomenico, Priya Narasimhan
<span title="">2012</span> <i title="Springer Berlin Heidelberg"> Resilience Assessment and Evaluation of Computing Systems </i> &nbsp;
The results of diagnosis also provide data about a system's operational fault profile for use in offline resilience evaluation.  ...  Failure diagnosis is the process of identifying the causes of impairment in a system's function based on observable symptoms, i.e., determining which fault led to an observed failure.  ...  embedded, real-time, dependable systems.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-29032-9_12">doi:10.1007/978-3-642-29032-9_12</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/dyxufulyhfgpfbjruwizaj7eia">fatcat:dyxufulyhfgpfbjruwizaj7eia</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170809105454/https://users.ece.cmu.edu/~spertet/papers/diagnosis.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/84/fe/84fefefdb5825efb3572909ca76d60684283e188.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-29032-9_12"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Electrical Monitoring under Transient Conditions: A New Paradigm in Electric Motors Predictive Maintenance

Jose Antonino-Daviu
<span title="2020-09-03">2020</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/smrngspzhzce7dy6ofycrfxbim" style="color: black;">Applied Sciences</a> </i> &nbsp;
Electric motors condition monitoring is a field of paramount importance for industry.  ...  These new methods (especially those based on motor startup signal monitoring), which imply the use of advanced signal processing tools, have shown great potential and have provided spectacular advantages  ...  Sci. 2020, 10, x FOR PEER REVIEW 7 of 16 Table 2 . 2 Main time-frequency tools for the application of transient-based diagnosis approaches [40].  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/app10176137">doi:10.3390/app10176137</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/muxplwk42fbgfbyl53vqmvtvlq">fatcat:muxplwk42fbgfbyl53vqmvtvlq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200904113128/https://res.mdpi.com/d_attachment/applsci/applsci-10-06137/article_deploy/applsci-10-06137.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/0e/f7/0ef7a0a1081b48448dc889006d441aec1bc0cc3b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/app10176137"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

Wind turbines condition monitoring and fault diagnosis using generator current amplitude demodulation

Y. Amirat, V. Choqueuse, M. E. H Benbouzid
<span title="">2010</span> <i title="IEEE"> 2010 IEEE International Energy Conference </i> &nbsp;
Wind turbines condition monitoring and fault diagnosis using generator current amplitude demodulation.  ...  The most efficient way of reducing these costs would be to continuously monitor the condition of these systems.  ...  Moreover, if the induction motor is supplied from the network, motor current will have time and space harmonic components as well as bearing fault sourced harmonics.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/energycon.2010.5771697">doi:10.1109/energycon.2010.5771697</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/b6i7ccnzfnhpncmxrmvsxy3hby">fatcat:b6i7ccnzfnhpncmxrmvsxy3hby</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180726012301/https://hal.archives-ouvertes.fr/hal-00594531/document" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/a5/19/a5193516175f008fb5f9eec80c5495ffa319896d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/energycon.2010.5771697"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Structural diagnosability analysis. Application to an induction motor

N. Kaci, B. Ould Bouamama, I. Boussaada, A. Debiane
<span title="">2017</span> <i title="IEEE"> 2017 IEEE 11th International Symposium on Diagnostics for Electrical Machines, Power Electronics and Drives (SDEMPED) </i> &nbsp;
ACKNOWLEDGMENT The authors would like to thank CERTIA company for their financial support.  ...  Future work consists in sensor placement proposition to satisfy specifications and real time validation of the diagnosis algorithms.  ...  real systems).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/demped.2017.8062374">doi:10.1109/demped.2017.8062374</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/7hvtqplhrva4vgezozbgqehax4">fatcat:7hvtqplhrva4vgezozbgqehax4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210718162004/https://hal.archives-ouvertes.fr/hal-01658216v2/file/Paper_Conf_IEEE_Naouel.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/4d/5c/4d5c2a1a4eb9a6e67520a5a87f85832cbd943891.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/demped.2017.8062374"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Fault Analysis on VSI Fed Induction Motor Drive with Fault Tolerant Strategy

S. Nagarajan, S. Rama Reddy
<span title="2014-03-15">2014</span> <i title="Maxwell Scientific Publication Corp."> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/itifugluyrhulokjxf64yqrfey" style="color: black;">Research Journal of Applied Sciences Engineering and Technology</a> </i> &nbsp;
The aim of this study is to design and implement a fault tolerant inverter for induction motor drive.  ...  A fault tolerant system is proposed which can operate even after occurrence of the fault in runtime. A new SIMULINK model for leg swap module is proposed.  ...  motor drive structure for a reconfiguration based on auxiliary leg substitution for inverter leg fault in phase A: During single phase open circuit fault, the logical operator identifies the fault by monitoring  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.19026/rjaset.7.492">doi:10.19026/rjaset.7.492</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/gj3bjt3zfrdidcfjtpe25ihwc4">fatcat:gj3bjt3zfrdidcfjtpe25ihwc4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170808011037/http://www.maxwellsci.com/print/rjaset/v7-2004-2016.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/08/33/0833a356b8841fe75216b1be5d0ea1859d294dd4.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.19026/rjaset.7.492"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

A Robust Deep Learning-Based Fault Diagnosis Method for Rotating Machinery

Greg Smith, John Lundberg, Masayoshi Shibatani
<span title="">2020</span> <i title="AI Publications"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/cey3afdqe5h5tejoch6o34binq" style="color: black;">International Journal of Advanced Engineering Research and Science</a> </i> &nbsp;
The experiments on a real-world gearbox condition monitoring dataset validate the effectiveness of the proposed method, which offers a promising tool for cross-domain diagnosis in the real industries.  ...  In the recent years, intelligent data-driven fault diagnosis methods on gearboxes have been successfully developed and popularly applied in the industries.  ...  driving the gearbox is useful for the fault diagnosis investigations, and the motor current signature analysis (MCSA) can be largely improved using the proposed demodulation method.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.22161/ijaers.77.1">doi:10.22161/ijaers.77.1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/kfaia2g7yrbz5hjbsmn5fxry4u">fatcat:kfaia2g7yrbz5hjbsmn5fxry4u</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201105110530/https://ijaers.com/uploads/issue_files/1IJAERS-05202065-ARobust.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/e4/ea/e4ea31b9cdc467093823bd48453db71a37aa1947.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.22161/ijaers.77.1"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

A Comprehensive Review of Winding Short Circuit Fault and Irreversible Demagnetization Fault Detection in PM Type Machines

Zia Ullah, Jin Hur
<span title="2018-11-27">2018</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/a2yvk5xhdnhpxjnk6yd33uudqq" style="color: black;">Energies</a> </i> &nbsp;
This paper reviews the recent advances in fault diagnosis techniques of the two most frequently occurring faults, namely inter-turn short fault (ITSF) and irreversible demagnetization fault (IDF).  ...  The impact of a harsh operational environment most often leads to faults in PM machines.  ...  motor drive system .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/en11123309">doi:10.3390/en11123309</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/myawykpjzzak5oq7u7qpa6h32e">fatcat:myawykpjzzak5oq7u7qpa6h32e</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200216052431/https://res.mdpi.com/d_attachment/energies/energies-11-03309/article_deploy/energies-11-03309-v2.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/9d/e4/9de41ee2e8fe2c4f7f780ae057545558a6655e0d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/en11123309"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

An integrated qualitative trend analysis approach to identify process abnormalities: A case of oil export pumps in an offshore oil and gas production facility

J Raza, J P Liyanage
<span title="2009-06-05">2009</span> <i title="SAGE Publications"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/jhik22t5zvbhvlvhuge2y5bqhm" style="color: black;">Proceedings of the Institution of mechanical engineers. Part E, journal of process mechanical engineering</a> </i> &nbsp;
Available tools for monitoring these trends, in some cases, may not be enough to reveal hidden faulty features.  ...  This can be done by effective identification of system anomalies and faults. In standard control systems these abnormalities can be observed as gradually deviating trends from the norms.  ...  Condition monitoring and fault diagnosis has been an exploratory paradigm for many researchers.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1243/09544089jpme246">doi:10.1243/09544089jpme246</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/i4rlphuob5b5dccy4u3ain2zxe">fatcat:i4rlphuob5b5dccy4u3ain2zxe</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170922090553/https://brage.bibsys.no/xmlui/bitstream/handle/11250/182636/An%20integrated%20qualitative%20trend%20analysis%20approach%20to%20identify%20process%20abnormalities.pdf?sequence=1" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/5b/5a/5b5aebb262cb2920d380719bac61de436f70e81e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1243/09544089jpme246"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Fault diagnosis and fault-tolerant control of PMSM drives – state of the art and future challenges

T. Orlowska-Kowalska, M. Wolkiewicz, P. Pietrzak, M. Skowron, P. Ewert, G. Tarchala, M. Krzysztofiak, C.T. Kowalski
<span title="">2022</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/q7qi7j4ckfac7ehf3mjbso4hne" style="color: black;">IEEE Access</a> </i> &nbsp;
The issues of monitoring and fault diagnosis of drives with permanent magnet synchronous motors (PMSMs) are currently very relevant because of the increasing use of these drives in safety-critical devices  ...  Each of the main chapters of the article focuses on a specific element of the drive system (motor, power converter, measuring sensors), with particular emphasis on the components of the motor (stator windings  ...  This makes this FI very useful for fault diagnosis and monitoring of the alignment of the drive system.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2022.3180153">doi:10.1109/access.2022.3180153</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/jrgszeeujfauvcvmms7gnxzheu">fatcat:jrgszeeujfauvcvmms7gnxzheu</a> </span>
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Model-based fault diagnosis in electric drives using machine learning

Yi Lu Murphey, M.A. Masrur, ZhiHang Chen, Baifang Zhang
<span title="">2006</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/56vdvvzi5fai5aigjcxpcegkf4" style="color: black;">IEEE/ASME transactions on mechatronics</a> </i> &nbsp;
In this paper we present a model based fault diagnostics system developed using machine learning technology for detecting and locating multiple classes of faults in an electric drive.  ...  Our research demonstrates that with a robust machine learning approach, a diagnostic system can be trained based on a simulated electric drive model which can lead to correct classification of faults over  ...  ACKNOWLEDGMENT The authors would like to thank Professor Chris Mi and graduate student Henry Wu at the ECE department, University of Michigan-Dearborn for building the 3-phase induction motor setup in  ... 
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Functional and Behavior Models for the Supervision of an Intelligent and Autonomous System

Nizar Chatti, Anne-Lise Gehin, Belkacem Ould-Bouamama, Rochdi Merzouki
<span title="">2013</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/sv6lf6p3jrf4vbz5puthqdqmae" style="color: black;">IEEE Transactions on Automation Science and Engineering</a> </i> &nbsp;
The GCM provides a systematic tool for finding the different reconfiguration strategies of a system when faults occur.  ...  These versions are ranked according to a preference relation. This allows an automated real time management of the system configurations.  ...  It is worth noting, that the only faults we can introduce in real time are the faults related to the sensors (by disabling the sensors for a period of time and acquiring the corresponding data).  ... 
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