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
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
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
Fault Monitoring and Diagnosis of Motor Operation Status Based on LBP-SVM
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Access"
DOI: 10.1109/access.2024.3434635
Abstract: As an important power device in modern industry, electric motor plays a vital role in the production process. In the face of the expanding scale of the motor system and the increasing complexity of the… read more here.
Keywords: diagnosis; fault monitoring; motor fault; motor ... See more keywords
A Few-Shot Domain Class Incremental Motor Fault Diagnosis Method With Dynamic Anchor Prototyping
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Sensors Journal"
DOI: 10.1109/jsen.2025.3563850
Abstract: Domain incremental class learning has been studied in the fault diagnosis of motors and other mechanical equipment. However, in domain-incremental few-shot scenarios, existing incremental methods, troubled by feature confusion and overfitting, lead to low fault-classification… read more here.
Keywords: motor fault; fault diagnosis; class; domain ... See more keywords
Brushless DC Motor Fault Diagnosis on the Basis of Complementary Fusion of Multiple-Channel Signals
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Sensors Journal"
DOI: 10.1109/jsen.2025.3619815
Abstract: Brushless dc motor is one of the important power devices for large-scale equipment, and the operating state of this motor is highly consistent with the operating state of the equipment. Existing motor fault diagnosis methods… read more here.
Keywords: brushless motor; fault diagnosis; motor; fault ... See more keywords
Fine-Grained Motor Fault Identification Method Based on Cosine Margin Enhancement and Transformer
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Sensors Journal"
DOI: 10.1109/jsen.2025.3626977
Abstract: Brushless dc motors (BLDCMs) are widely utilized in industrial applications, where accurate fault diagnosis is essential for enhancing operational reliability. Nevertheless, current diagnostic methods face considerable difficulties in detecting multilevel fine-grained faults, such as interturn… read more here.
Keywords: method; fine grained; fault; motor fault ... See more keywords
Convolutional Discriminative Feature Learning for Induction Motor Fault Diagnosis
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Transactions on Industrial Informatics"
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