Vol. 11 No. 1 (2020): International Journal of Prognostics and Health Management

Published: 2020-01-01

Technical Papers

Development of data-driven PHM solutions for robot hemming in automotive production lines

Luca Actis Grosso, Andrea De Martin, Giovanni Jacazio, Massimo Sorli
Abstract 965 | PDF Downloads 547 | DOI https://doi.org/10.36001/ijphm.2020.v11i1.2591
PDF

Scalable Change Analysis and Representation Using Characteristic Function

Takaaki Tagawa, Yukihiro Tadokoro, Takehisa Yairi
Abstract 342 | PDF Downloads 243 | DOI https://doi.org/10.36001/ijphm.2020.v11i1.2593
PDF

A Physics-informed Neural Network for Wind Turbine Main Bearing Fatigue

Yigit A. Yucesan, Felipe A. C. Viana
Abstract 5277 | PDF Downloads 3071 | DOI https://doi.org/10.36001/ijphm.2020.v11i1.2594
PDF

Fatigue Damage Monitoring for Mining Vehicles using Data Driven Models

Erik Jakobsson, Robert Pettersson, Erik Frisk, Mattias Krysander
Abstract 689 | PDF Downloads 490 | DOI https://doi.org/10.36001/ijphm.2020.v11i1.2595
PDF

A Hybrid Approach of Data-driven and Physics-based Methods for Estimation and Prediction of Fatigue Crack Growth

Hyeon Bae Kong, Soo-Ho Jo, Joon Ha Jung, Jong M. Ha, Yong Chang Shin, Heonjun Yoon, Kyung Ho Sun, Yun-Ho Seo, Byung Chul Jeon
Abstract 1300 | PDF Downloads 858 | DOI https://doi.org/10.36001/ijphm.2020.v11i1.2605
PDF

Fatigue Crack Length Estimation and Prediction using Trans-fitting with Support Vector Regression

Myeongbaek Youn, Yunhan Kim, Dongki Lee, Minki Cho, Byeng D. Youn
Abstract 677 | PDF Downloads 473 | DOI https://doi.org/10.36001/ijphm.2020.v11i1.2606
PDF

Enhancing Decisions in Prognostics and Health Management Framework

Omar Bougacha, Christophe Varnier
Abstract 507 | PDF Downloads 456 | DOI https://doi.org/10.36001/ijphm.2020.v11i1.2607
PDF

Predictive Maintenance of Lead-Acid Batteries with Sparse Vehicle Operational Data

Sergii Voronov, Mattias Krysander, Erik Frisk
Abstract 1433 | PDF Downloads 1172 | DOI https://doi.org/10.36001/ijphm.2020.v11i1.2608
PDF

Remaining Useful Life Estimation Based on Detection of Explosive Changes: Analysis of Bearing Vibration

Diana Barraza Barraza, Víctor G. Tercero-Gómez, A. Eduardo Cordero-Franco, Mario G. Beruvides
Abstract 525 | PDF Downloads 342 | DOI https://doi.org/10.36001/ijphm.2020.v11i1.2609
PDF