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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
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
Adaptive Deep Belief Networks and LightGBM-Based Hybrid Fault Diagnostics for SCADA-Managed PV Systems: A Real-World Case Study
Kull, Karl, Khan, Muhammad Amir, Asad, Bilal, Naseer, Muhammad Usman, Kallaste, Ants, Vaimann, Toomas
Published in Electronics (Basel) (15.09.2025)
Published in Electronics (Basel) (15.09.2025)
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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
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
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
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 REM-Enabled Diagnostic Framework in Cellular-Based IoT Networks
Chou, Shih-Fan, Yen, Hsiu-Wen, Pang, Ai-Chun
Published in IEEE internet of things journal (01.06.2019)
Published in IEEE internet of things journal (01.06.2019)
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Journal Article
Change-detection algorithm for short-circuit fault detection in closed-loop AC drives
Meinguet, Fabien, Semail, Eric, Kestelyn, Xavier, Mollet, Yves, Gyselinck, Johan
Published in IET electric power applications (01.05.2014)
Published in IET electric power applications (01.05.2014)
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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
A Hybrid Deep Learning-Based Framework for Chip Packaging Fault Diagnostics in X-Ray Images
Wang, Jie, Li, Gaomin, Bai, Haoyu, Yuan, Guixin, Li, Xuan, Lin, Bin, Zhong, Lijun, Zhang, Xiaohu
Published in IEEE transactions on industrial informatics (01.09.2024)
Published in IEEE transactions on industrial informatics (01.09.2024)
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Journal Article