[HTML][HTML] Rolling bearing fault diagnosis across operating conditions based on unsupervised domain adaptation

Z Zhong, H Liu, W Mao, X **e, Y Cui - Lubricants, 2023 - mdpi.com
In practical industrial scenarios, mechanical equipment frequently operates within dynamic
working conditions. To address the challenge posed by the incongruent data distribution …

[HTML][HTML] Enhancing anomaly detection models for industrial applications through SVM-based false positive classification

J Qiu, H Shi, Y Hu, Z Yu - Applied Sciences, 2023 - mdpi.com
Unsupervised anomaly detection models are crucial for the efficiency of industrial
applications. However, frequent false alarms hinder the widespread adoption of …

[HTML][HTML] Instantaneous square current signal analysis for motors using vision transformer for the fault diagnosis of rolling bearings

F Chen, X Zhou, B Xu, Z Yang, Z Qu - Applied Sciences, 2023 - mdpi.com
Using vibration signals for bearing fault diagnosis can generally achieve good diagnostic
results. However, it is not suitable for practical industrial applications due to the restricted …

[HTML][HTML] Interpretable Single-dimension Outlier Detection (ISOD): An Unsupervised Outlier Detection Method Based on Quantiles and Skewness Coefficients

Y Huang, W Liu, S Li, Y Guo, W Chen - Applied Sciences, 2023 - mdpi.com
A crucial area of study in data mining is outlier detection, particularly in the areas of network
security, credit card fraud detection, industrial flaw detection, etc. Existing outlier detection …

Machine learning-based fault diagnosis for three-phase induction motors in ventilation systems

AE Salman, NY Ahmed, MH Saad - Australian Journal of …, 2023 - Taylor & Francis
Induction motors are crucial in industrial drive systems and nuclear and radiological facilities
due to their durability and ease of maintenance. Even though the systems are reliable, they …

[PDF][PDF] Torque and dq axis current dynamics of an inverter fed induction motor drive that leverages computational intelligent techniques

S Chirantan, BB Pati - AIMS Electronics and Electrical Engineering, 2024 - aimspress.com
Torque and dq axis current dynamics of an inverter fed induction motor drive that leverages
computational intelligent technique Page 1 AIMS Electronics and Electrical Engineering, 8(1) …

Enhanced Condition Monitoring of Low Voltage Motors in Harsh Environments with Ladybug Beetle Optimization and Context-Aware Graph Convolutional Networks

P Rajasekar, PP Tiwari, L Sharmila… - 2024 4th …, 2024 - ieeexplore.ieee.org
Low voltage motors are essential in many applications in contemporary industrial settings,
as they power machines and guarantee efficient operations. However, these motors often …

[PDF][PDF] ПОВЫШЕНИЕ ЭНЕРГОЭФФЕКТИВНОСТИ АСИНХРОННЫХ ДВИГАТЕЛЕЙ

ТМ Черникова, ВВ Дабаров, АК Каченков - ТЕХНИКА, 2024 - journals.kuzstu.ru
Важнейшей задачей при использовании асинхронных двигателей, в том числе в горной
промышленности, является выбор наиболее оптимального способа повышения их …