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

Published: 2022-07-07

Technical Papers

Automated Fault Tree Learning from Continuous-valued Sensor Data

Bart Verkuil, Carlos E. Budde, Doina Bucur
Abstract 251 | PDF Downloads 285 | DOI https://doi.org/10.36001/ijphm.2022.v13i2.3160

Anomaly Detection of Servomotors Subject to Highly Accelerated Limit Testing

Tadahiro SHIBUTANI, Shota Tsuboi, Michael Pecht
Abstract 150 | PDF Downloads 213 | DOI https://doi.org/10.36001/ijphm.2022.v13i2.3138

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 42 | PDF Downloads 75 | DOI https://doi.org/10.36001/ijphm.2022.v13i2.3093

A Methodology for Selection of Condition Monitoring Techniques for Rotating Machinery

Anuj Kumar Goel, Gurmeet Singh , Vallayil Narayana Achutha Naikan
Abstract 321 | PDF Downloads 312 | DOI https://doi.org/10.36001/ijphm.2022.v13i2.3205

Technical Language Supervision for Intelligent Fault Diagnosis in Process Industry

Karl Löwenmark, Cees Taal, Stephan Schnabel, Marcus Liwicki, Fredrik Sandin
Abstract 108 | PDF Downloads 104 | DOI https://doi.org/10.36001/ijphm.2022.v13i2.3137

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 333 | PDF Downloads 195 | 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 225 | PDF Downloads 319 | DOI https://doi.org/10.36001/ijphm.2022.v13i2.3141