Machine fault detection using a hybrid CNN-LSTM attention-based model
The predictive maintenance of electrical machines is a critical issue for companies, as it can
greatly reduce maintenance costs, increase efficiency, and minimize downtime. In this …
greatly reduce maintenance costs, increase efficiency, and minimize downtime. In this …
Ensemble learning based multi-fault diagnosis of air conditioning system
Y You, J Tang, M Guo, Y Zhao, C Guo, K Yan… - Energy and …, 2024 - Elsevier
The failure of air conditioning systems is random and uncertain, with one or more faults
occurring simultaneously at any given time. Factors such as difficulty in collecting fault data …
occurring simultaneously at any given time. Factors such as difficulty in collecting fault data …
Nonlinear mechanical response analysis and convolutional neural network enabled diagnosis of single-span rotor bearing system
B Qian, Y Cai, Y Ran, W Sun - Scientific Reports, 2024 - nature.com
The wide application of rotating machinery has boosted the development of electricity and
aviation, however, long-term operation can lead to a variety of faults. The use of different …
aviation, however, long-term operation can lead to a variety of faults. The use of different …
PT-Informer: A Deep Learning Framework for Nuclear Steam Turbine Fault Diagnosis and Prediction
The health status of equipment is of paramount importance during the operation of nuclear
power plants. The occurrence of faults not only leads to significant economic losses but also …
power plants. The occurrence of faults not only leads to significant economic losses but also …
Research on Rotating Machinery Fault Diagnosis Based on an Improved Eulerian Video Motion Magnification
H Zhao, X Zhang, D Jiang, J Gu - Sensors, 2023 - mdpi.com
Rotating machinery condition monitoring and fault diagnosis are important bases for
maintenance decisions, as the vibrations generated during operation are usually …
maintenance decisions, as the vibrations generated during operation are usually …
Multi-Source Information Fusion Fault Diagnosis for Rotating Machinery using Signal and Data Processing
Résumé Machine fault diagnosis is crucial in industrial systems to enhance reliability,
lifetime, and service availability. Intelligent fault diagnosis (IFD) using artificial intelligence …
lifetime, and service availability. Intelligent fault diagnosis (IFD) using artificial intelligence …