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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
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
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
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
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
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
Entropy Based Fault Classification Using the Case Western Reserve University Data: A Benchmark Study
Li, Yongbo, Wang, Xianzhi, Si, Shubin, Huang, Shiqian
Published in IEEE transactions on reliability (01.06.2020)
Published in IEEE transactions on reliability (01.06.2020)
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Journal Article
Fault diagnostics of spur gear using decision tree and fuzzy classifier
Krishnakumari, A., Elayaperumal, A., Saravanan, M., Arvindan, C.
Published in International journal of advanced manufacturing technology (01.04.2017)
Published in International journal of advanced manufacturing technology (01.04.2017)
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Journal Article