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 682 | PDF Downloads 676 | 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 497 | PDF Downloads 450 | 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 217 | PDF Downloads 267 | 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 602 | PDF Downloads 817 | 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 547 | PDF Downloads 388 | 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 1087 | PDF Downloads 602 | 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 474 | PDF Downloads 554 | DOI https://doi.org/10.36001/ijphm.2022.v13i2.3141