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

Published: 2022-07-07

Technical Papers

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 368 | PDF Downloads 394 | DOI https://doi.org/10.36001/ijphm.2022.v13i2.3093
PDF

Towards Learning Causal Representations of Technical Word Embeddings for Smart Troubleshooting

Alexandre Trilla, Nenad Mijatovic, Xavier Vilasis-Cardona
Abstract 957 | PDF Downloads 768 | DOI https://doi.org/10.36001/ijphm.2022.v13i2.3127
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 718 | PDF Downloads 762 | DOI https://doi.org/10.36001/ijphm.2022.v13i2.3132
PDF

Technical Language Supervision for Intelligent Fault Diagnosis in Process Industry

Karl Löwenmark, Cees Taal, Stephan Schnabel, Marcus Liwicki, Fredrik Sandin
Abstract 921 | PDF Downloads 555 | DOI https://doi.org/10.36001/ijphm.2022.v13i2.3137
PDF

Anomaly Detection of Servomotors Subject to Highly Accelerated Limit Testing

Tadahiro SHIBUTANI, Shota Tsuboi, Michael Pecht
Abstract 708 | PDF Downloads 624 | DOI https://doi.org/10.36001/ijphm.2022.v13i2.3138
PDF

Automated Fault Tree Learning from Continuous-valued Sensor Data

Bart Verkuil, Carlos E. Budde, Doina Bucur
Abstract 945 | PDF Downloads 841 | DOI https://doi.org/10.36001/ijphm.2022.v13i2.3160
PDF

A Methodology for Selection of Condition Monitoring Techniques for Rotating Machinery

Anuj Kumar Goel, Gurmeet Singh , Vallayil Narayana Achutha Naikan
Abstract 916 | PDF Downloads 1162 | DOI https://doi.org/10.36001/ijphm.2022.v13i2.3205
PDF

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 1581 | PDF Downloads 940 | DOI https://doi.org/10.36001/ijphm.2022.v13i2.3267
PDF

Evaluating Image Classification Deep Convolutional Neural Network Architectures for Remaining Useful Life Estimation of Turbofan Engines

Nathaniel DeVol, Christopher Saldana, Katherine Fu
Abstract 525 | PDF Downloads 505 | DOI https://doi.org/10.36001/ijphm.2022.v13i2.3284
PDF

Technical Briefs

Transformer Health Monitoring Using Dissolved Gas Analysis

Cody Walker, Ahmad Al Rashdan, Vivek Agarwal
Abstract 673 | PDF Downloads 718 | DOI https://doi.org/10.36001/ijphm.2022.v13i2.3141
PDF