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Using machine learning and deep learning algorithms for downtime minimization in manufacturing systems: an early failure detection diagnostic service
Shahin, Mohammad, Chen, F. Frank, Hosseinzadeh, Ali, Zand, Neda
Published in International journal of advanced manufacturing technology (01.10.2023)
Published in International journal of advanced manufacturing technology (01.10.2023)
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Journal Article
Deep Learning for Fault Diagnostics in Bearings, Insulators, PV Panels, Power Lines, and Electric Vehicle Applications-The State-of-the-Art Approaches
Sundaram, K. Mohana, Hussain, Azham, Sanjeevikumar, P., Holm-Nielsen, Jens Bo, Kaliappan, Vishnu Kumar, Santhoshi, B. Kavya
Published in IEEE access (2021)
Published in IEEE access (2021)
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Journal Article
Model-Based Battery Thermal Fault Diagnostics: Algorithms, Analysis, and Experiments
Dey, Satadru, Perez, Hector E., Moura, Scott J.
Published in IEEE transactions on control systems technology (01.03.2019)
Published in IEEE transactions on control systems technology (01.03.2019)
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Journal Article
Hybrid physics-infused 1D-CNN based deep learning framework for diesel engine fault diagnostics
Singh, Shubhendu Kumar, Khawale, Raj Pradip, Hazarika, Subhashis, Bhatt, Ankur, Gainey, Brian, Lawler, Benjamin, Rai, Rahul
Published in Neural computing & applications (01.10.2024)
Published in Neural computing & applications (01.10.2024)
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Journal Article
A novel vibration-based fault diagnostic algorithm for gearboxes under speed fluctuations without rotational speed measurement
Hong, Liu, Qu, Yongzhi, Dhupia, Jaspreet Singh, Sheng, Shuangwen, Tan, Yuegang, Zhou, Zude
Published in Mechanical systems and signal processing (15.09.2017)
Published in Mechanical systems and signal processing (15.09.2017)
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Journal Article
Monitoring and Diagnostics of Mining Electromechanical Equipment Based on Machine Learning
Muratbakeev, Eduard, Kozhubaev, Yuriy, Novak, Diana, Ershov, Roman, Wei, Zhou
Published in Symmetry (Basel) (16.09.2025)
Published in Symmetry (Basel) (16.09.2025)
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Journal Article
Diagnostic method for photovoltaic systems based on six layer detection algorithm
Dhimish, Mahmoud, Holmes, Violeta, Mehrdadi, Bruce, Dales, Mark
Published in Electric power systems research (01.10.2017)
Published in Electric power systems research (01.10.2017)
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Journal Article
Fault detection diagnostic for HVAC systems via deep learning algorithms
Taheri, Saman, Ahmadi, Amirhossein, Mohammadi-Ivatloo, Behnam, Asadi, Somayeh
Published in Energy and buildings (01.11.2021)
Published in Energy and buildings (01.11.2021)
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Journal Article
A sequential model-based approach for gas turbine performance diagnostics
Chen, Yu-Zhi, Zhao, Xu-Dong, Xiang, Heng-Chao, Tsoutsanis, Elias
Published in Energy (Oxford) (01.04.2021)
Published in Energy (Oxford) (01.04.2021)
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Journal Article
Comparison of Algorithms for the AI-Based Fault Diagnostic of Cable Joints in MV Networks
Negri, Virginia, Mingotti, Alessandro, Tinarelli, Roberto, Peretto, Lorenzo
Published in Energies (Basel) (01.01.2023)
Published in Energies (Basel) (01.01.2023)
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Journal Article