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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
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
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
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
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 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
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
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
Fault simulations and diagnostics for a Boeing 747 Auxiliary Power Unit
Skliros, Christos, Ali, Fakhre, Jennions, Ian
Published in Expert systems with applications (01.12.2021)
Published in Expert systems with applications (01.12.2021)
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Journal Article