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Fault Diagnosis of Rotating Machinery
The Shock and Vibration Digest, 1998This paper aims to provide a broad review of the state of the art in fault diagnosis techniques, with particular regard to rotating machinery. Fault diagnosis is a subject too wide ranging to allow a comprehensive coverage of all of the areas associated with this field to be undertaken, and it is not the authors' intention to do so.
S. Edwards, A.W. Lees, M.I. Friswell
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IEEE Transactions on Industrial Informatics
Data-driven approaches have gained great success in the field of rotating machinery fault diagnosis for its powerful feature representation capability. However, in most of the current studies, model training process requires massive fault data which are ...
Yilixiati Abudurexiti +5 more
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Data-driven approaches have gained great success in the field of rotating machinery fault diagnosis for its powerful feature representation capability. However, in most of the current studies, model training process requires massive fault data which are ...
Yilixiati Abudurexiti +5 more
semanticscholar +1 more source
Signal analysis for rotating machinery vibrations
Pattern Recognition, 1975Abstract A novel method is proposed for the purpose of characterizing repetitive vibration signals. This consists in decomposing the signal into periodic—not necessarily harmonic—components. Two parameters are then sufficient for the description of each component. The appropriate signal processing technique is based on time domain averaging.
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IEEE Transactions on Instrumentation and Measurement
In recent years, most existing domain-adapted bearing fault diagnoses for rotating machinery have been designed to decrease domain drifts for various operating conditions with an assumption that sufficient tag data are available.
Shi Yuan +5 more
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In recent years, most existing domain-adapted bearing fault diagnoses for rotating machinery have been designed to decrease domain drifts for various operating conditions with an assumption that sufficient tag data are available.
Shi Yuan +5 more
semanticscholar +1 more source
Shaft voltages and rotating machinery
Industry Applications Society 38th Annual Petroleum and Chemical Industry Conference, 1993In order to determine whether a machine is experiencing shaft voltage and current problems, recognition of the four types of damage is imperative. The four distinct types of shaft current damage, frosting, spark tracks, pitting, and welding are described. The four shaft voltage sources and their means of generation are discussed in detail.
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IEEE Transactions on Industrial Informatics
Machine learning models have been widely successful in the field of intelligent fault diagnosis. Most of the existing machine learning models are deployed in static environments and rely on precollected datasets for offline training, which makes it ...
Mingkuan Shi +5 more
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Machine learning models have been widely successful in the field of intelligent fault diagnosis. Most of the existing machine learning models are deployed in static environments and rely on precollected datasets for offline training, which makes it ...
Mingkuan Shi +5 more
semanticscholar +1 more source
Self-Powered Wireless Condition Monitoring for Rotating Machinery
IEEE Internet of Things JournalCondition monitoring has played a significant role in reducing downtime and maintenance costs for key rotating machinery. However, traditional methods to power wireless sensor nodes depend highly on capacity-limited batteries or wiring from external ...
Ying Zhang +4 more
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Tensor analysis of rotating machinery
Electrical Engineering, 1933IN ANALYZING the transient or steady state performance of any rotating machine a system of linear equations is set up for finding the currents, another system is set up for the torque, etc. The setting up of the equations is usually laborious and due to the accidental steps made in their solutions the final results are in a form that is difficult to ...
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Insulation of rotating electrical machinery
Proceedings of the IEE - Part IIA: Insulating Materials, 1953The paper discusses the use, in rotating machines, of new or improved insulation materials which have become available during the last 25 years, with the object of indicating the advantages obtained by using such materials and also the disadvantages and difficulties attendant with some of them.
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