Vol. 13 No. 2 (2022): International Journal of Prognostics and Health Management

Published: 2022-07-07

Technical Papers

Similarity-based Multi-source Transfer Learning Approach for Time Series Classification

Ayantha Senanayaka, Abdullah Al Mamun, Glenn Bond, Wenmeng Tian, Haifeng Wang, Sara Fuller, TC Falls, Shahram Rahimi, Linkan Bian
Abstract 698 | PDF Downloads 392 | DOI https://doi.org/10.36001/ijphm.2022.v13i2.3267
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Automated Fault Tree Learning from Continuous-valued Sensor Data

Bart Verkuil, Carlos E. Budde, Doina Bucur
Abstract 408 | PDF Downloads 441 | DOI https://doi.org/10.36001/ijphm.2022.v13i2.3160
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Anomaly Detection of Servomotors Subject to Highly Accelerated Limit Testing

Tadahiro SHIBUTANI, Shota Tsuboi, Michael Pecht
Abstract 251 | PDF Downloads 324 | DOI https://doi.org/10.36001/ijphm.2022.v13i2.3138
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Model-based Fusion of Surface Electromyography with Kinematic and Kinetic Measurements for Monitoring of Muscle Fatigue

Haihua Ou, Deanna Gates, Shane Johnson, Dragan Djurdjanovic
Abstract 336 | PDF Downloads 445 | DOI https://doi.org/10.36001/ijphm.2022.v13i2.3132
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Ensemble Deep Learning for Detecting Onset of Abnormal Operation in Industrial Multi-component Systems

Balaji Selvanathan, Sri Harsha Nistala, Venkataramana Runkana, Saurabh Jaywant Desai, Shashank Agarwal
Abstract 102 | PDF Downloads 176 | DOI https://doi.org/10.36001/ijphm.2022.v13i2.3093
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Evaluating Image Classification Deep Convolutional Neural Network Architectures for Remaining Useful Life Estimation of Turbofan Engines

Nathaniel DeVol, Christopher Saldana, Katherine Fu
Abstract 148 | PDF Downloads 184 | DOI https://doi.org/10.36001/ijphm.2022.v13i2.3284
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A Methodology for Selection of Condition Monitoring Techniques for Rotating Machinery

Anuj Kumar Goel, Gurmeet Singh , Vallayil Narayana Achutha Naikan
Abstract 428 | PDF Downloads 526 | DOI https://doi.org/10.36001/ijphm.2022.v13i2.3205
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Technical Language Supervision for Intelligent Fault Diagnosis in Process Industry

Karl Löwenmark, Cees Taal, Stephan Schnabel, Marcus Liwicki, Fredrik Sandin
Abstract 226 | PDF Downloads 217 | DOI https://doi.org/10.36001/ijphm.2022.v13i2.3137
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Towards Learning Causal Representations of Technical Word Embeddings for Smart Troubleshooting

Alexandre Trilla, Nenad Mijatovic, Xavier Vilasis-Cardona
Abstract 385 | PDF Downloads 430 | DOI https://doi.org/10.36001/ijphm.2022.v13i2.3127
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Technical Briefs

Transformer Health Monitoring Using Dissolved Gas Analysis

Cody Walker, Ahmad Al Rashdan, Vivek Agarwal
Abstract 329 | PDF Downloads 423 | DOI https://doi.org/10.36001/ijphm.2022.v13i2.3141
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