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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
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
Building fault detection and diagnostics: Achieved savings, and methods to evaluate algorithm performance
Lin, Guanjing, Kramer, Hannah, Granderson, Jessica
Published in Building and environment (15.01.2020)
Published in Building and environment (15.01.2020)
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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
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
A survey of transfer learning for machinery diagnostics and prognostics
Yao, Siya, Kang, Qi, Zhou, MengChu, Rawa, Muhyaddin J., Abusorrah, Abdullah
Published in The Artificial intelligence review (01.04.2023)
Published in The Artificial intelligence review (01.04.2023)
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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
A novel fault diagnostic algorithm with multiple characteristics for multiprocessor systems
Ge, Gaotao, Liu, Jiafei, Wang, Dajin, Wu, Jingli, Li, Gaoshi
Published in Theoretical computer science (11.08.2025)
Published in Theoretical computer science (11.08.2025)
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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
Building fault detection data to aid diagnostic algorithm creation and performance testing
Granderson, Jessica, Lin, Guanjing, Harding, Ari, Im, Piljae, Chen, Yan
Published in Scientific data (24.02.2020)
Published in Scientific data (24.02.2020)
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Journal Article