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