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Fault detection diagnostic for HVAC systems via deep learning algorithms

by Taheri, Saman, Ahmadi, Amirhossein, Mohammadi-Ivatloo, Behnam, Asadi, Somayeh
Published in Energy and buildings (01.11.2021)

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Journal Article

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Sensor Fault Diagnostics Using Physics-Informed Transfer Learning Framework

by Guc, Furkan, Chen, Yangquan
Published in Sensors (Basel, Switzerland) (11.04.2022)

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Journal Article

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Runtime Fault Diagnostics for GPU Tensor Cores

by Hukerikar, Saurabh, Saxena, Nirmal
Published in Proceedings - International Test Conference (01.09.2022)

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Conference Proceeding

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Building fault detection data to aid diagnostic algorithm creation and performance testing

by Granderson, Jessica, Lin, Guanjing, Harding, Ari, Im, Piljae, Chen, Yan
Published in Scientific data (24.02.2020)

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Journal Article

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Dynamic Coupled Fault Diagnosis With Propagation and Observation Delays

by Shigang Zhang, Pattipati, Krishna R., Zheng Hu, Xisen Wen, Sankavaram, Chaitanya
Published in IEEE transactions on systems, man, and cybernetics. Systems (01.11.2013)

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Journal Article

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A Fast Multi-tasking Solution: NMF-Theoretic Co-clustering for Gear Fault Diagnosis under Variable Working Conditions

by Shen, Fei, Chen, Chao, Xu, Jiawen, Yan, Ruqiang
Published in Chinese journal of mechanical engineering (01.12.2020)

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Journal Article

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Design of a model-based diagnostic algorithm for diesel particulate filter fault detection and isolation

by Polverino, Pierpaolo, Elefante, Serena, Arsie, Ivan, Pianese, Cesare
Published in AIP conference proceedings (17.12.2019)

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Journal Article Conference Proceeding

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Intelligent Thermographic Diagnostic Applied to Surge Arresters: A New Approach

by Laurentys Almeida, C.A., Braga, A.P., Nascimento, S., Paiva, V., Martins, H.J.A., Torres, R., Caminhas, W.M.
Published in IEEE transactions on power delivery (01.04.2009)

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Journal Article

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Fault Diagnosis of Industrial Robot Based on Multi-Source Data Fusion and Channel Attention Convolutional Neural Networks

by Zhang, Yiwen, Zang, Zihao, Zhang, Xinming, Song, Linsen, Yu, Zhenglei, Wang, Yitian, Gao, Yan, Wang, Lei
Published in IEEE access (2024)

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Journal Article

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A new deep auto-encoder method with fusing discriminant information for bearing fault diagnosis

by Mao, Wentao, Feng, Wushi, Liu, Yamin, Zhang, Di, Liang, Xihui
Published in Mechanical systems and signal processing (01.03.2021)

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Journal Article

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Enhanced CNN for induction motor fault diagnosis via multi-source data fusion

by Bo, Likang, Li, Meng, Tan, Hua
Published in PloS one (22.08.2025)

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Journal Article

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A Fault Diagnosis Methodology for Gear Pump Based on EEMD and Bayesian Network

by Liu, Zengkai, Liu, Yonghong, Shan, Hongkai, Cai, Baoping, Huang, Qing
Published in PloS one (04.05.2015)

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Based on PCA and SSA-LightGBM oil-immersed transformer fault diagnosis method

by Wang, Jizhong, Chi, Jianfei, Ding, Yeqiang, Yao, Haiyan, Guo, Qiang
Published in PloS one (19.02.2025)

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Intelligent diagnosis of resistance variant multiple fault locations of mine ventilation system based on ML-KNN

by Wang, Dong, Liu, Jian, Deng, Lijun, Wang, Honglin
Published in PloS one (30.09.2022)

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Research on equipment fault diagnosis model based on gan and inverse PINN: Solutions for data imbalance and rare faults

by Deng, Jian, Cheng, Zheng, Gu, Aiming, Zhang, Shibohua
Published in PloS one (27.05.2025)

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Journal Article

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Mechanical equipment fault diagnosis method based on improved deep residual shrinkage network

by Qiu, Shaoming, Liu, Liangyu, Wang, Yan, Huang, Xinchen, E., Bicong, Ye, Jingfeng
Published in PloS one (28.10.2024)

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Fault diagnosis of nonlinear analog circuits using generalized frequency response function and LSSVM

by Zhang, Jialiang, Yang, Yaowang
Published in PloS one (30.12.2024)

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Decision Tree-Based Classification for Planetary Gearboxes’ Condition Monitoring with the Use of Vibration Data in Multidimensional Symptom Space

by Lipinski, Piotr, Brzychczy, Edyta, Zimroz, Radoslaw
Published in Sensors (Basel, Switzerland) (22.10.2020)

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A Comprehensive Learning-Based Flow for Cell-Aware Model Generation

by D'Hondt, P., Ladhar, A., Girard, P., Virazel, A.
Published in 2022 IEEE International Test Conference (ITC) (01.09.2022)

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Conference Proceeding

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Applications of fractional lower order S transform time frequency filtering algorithm to machine fault diagnosis

by Long, Junbo, Wang, Haibin, Zha, Daifeng, Li, Peng, Xie, Huicheng, Mao, Lili
Published in PloS one (13.04.2017)

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