Fault-tolerant Trajectory Tracking Control of a Quadcopter in Presence of a Motor Fault
Sign Up to like & getrecommendations! Published in 2021 at "International Journal of Aeronautical and Space Sciences"
DOI: 10.1007/s42405-021-00412-9
Abstract: As a part of emergency landing architecture for multi-rotor, a fault-tolerant trajectory tracking control strategy is proposed in this paper to control a quadcopter in case of a partial motor fault. The introduction of fault-tolerant… read more here.
Keywords: fault; motor fault; control quadcopter; fault tolerant ... See more keywords
Domain Adaptive Motor Fault Diagnosis Using Deep Transfer Learning
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DOI: 10.1109/access.2019.2921480
Abstract: Motor fault diagnosis based on deep learning frameworks has gained much attention from academic research and industry to guarantee motor reliability. Those methods are commonly under two default assumptions: 1) massive labeled training samples and… read more here.
Keywords: motor fault; diagnosis; working conditions; motor ... See more keywords
Convolutional Discriminative Feature Learning for Induction Motor Fault Diagnosis
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DOI: 10.1109/tii.2017.2672988
Abstract: A convolutional discriminative feature learning method is presented for induction motor fault diagnosis. The approach firstly utilizes back-propagation (BP)-based neural network to learn local filters capturing discriminative information. Then, a feed-forward convolutional pooling architecture is… read more here.
Keywords: fault; fault diagnosis; induction motor; induction ... See more keywords
Motor Fault Diagnosis Based on Scale Invariant Image Features
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Industrial Informatics"
DOI: 10.1109/tii.2021.3084615
Abstract: Traditional fault diagnosis methods are easy to be affected by different working conditions. This article proposed a motor fault diagnosis method based on visual knowledge, to reduce the impact of changes in working conditions and… read more here.
Keywords: motor fault; scale invariant; image; fault diagnosis ... See more keywords
Multisensor-Driven Motor Fault Diagnosis Method Based on Visual Features
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Industrial Informatics"
DOI: 10.1109/tii.2022.3201011
Abstract: Generalization ability is a critical property for practical motor fault diagnosis (FD). By converting time-series to images, several studies have made certain achievements. However, they still have following limitations. First, multisensor information fusion is rarely… read more here.
Keywords: fault diagnosis; diagnosis; motor fault; motor ... See more keywords