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 443 | PDF Downloads 490 | DOI https://doi.org/10.36001/ijphm.2022.v13i2.3093

Towards Learning Causal Representations of Technical Word Embeddings for Smart Troubleshooting

Alexandre Trilla, Nenad Mijatovic, Xavier Vilasis-Cardona
Abstract 1082 | PDF Downloads 843 | DOI https://doi.org/10.36001/ijphm.2022.v13i2.3127

Technical Language Supervision for Intelligent Fault Diagnosis in Process Industry

Karl Löwenmark, Cees Taal, Stephan Schnabel, Marcus Liwicki, Fredrik Sandin
Abstract 1123 | PDF Downloads 626 | DOI https://doi.org/10.36001/ijphm.2022.v13i2.3137

Anomaly Detection of Servomotors Subject to Highly Accelerated Limit Testing

Tadahiro SHIBUTANI, Shota Tsuboi, Michael Pecht
Abstract 819 | PDF Downloads 707 | DOI https://doi.org/10.36001/ijphm.2022.v13i2.3138

Automated Fault Tree Learning from Continuous-valued Sensor Data

Bart Verkuil, Carlos E. Budde, Doina Bucur
Abstract 1038 | PDF Downloads 900 | DOI https://doi.org/10.36001/ijphm.2022.v13i2.3160

A Methodology for Selection of Condition Monitoring Techniques for Rotating Machinery

Anuj Kumar Goel, Gurmeet Singh , Vallayil Narayana Achutha Naikan
Abstract 1033 | PDF Downloads 1289 | DOI https://doi.org/10.36001/ijphm.2022.v13i2.3205

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 1804 | PDF Downloads 1118 | DOI https://doi.org/10.36001/ijphm.2022.v13i2.3267

Technical Briefs

Transformer Health Monitoring Using Dissolved Gas Analysis

Cody Walker, Ahmad Al Rashdan, Vivek Agarwal
Abstract 804 | PDF Downloads 833 | DOI https://doi.org/10.36001/ijphm.2022.v13i2.3141