Volumes: [2020] [2019] [2018] [2017] [2016] [2015] [2014] [2013] [2012] [2011] [2010]

International Journal of Prognostics and Health Management

2019: Vol 10 (Sp11)

Issues: [Issue 1] [Issue 2] [Special Issue PHM for Human Health and Performance] [Special Issue on Deep Learning and Emerging Analytics]

Technical Papers

Attention and Long Short-Term Memory Network for Remaining Useful Lifetime Predictions of Turbofan Engine Degradation
Paulo Roberto de Oliveira da Costa, Alp Akcay, Yingqian Zhang, Uzay Kaymak
International Journal of Prognostics and Health Management: Vol 10 (Special Issue on Deep Learning and Emerging Analytics) 034, 12, 2019
abstract
pdf
Hybrid deep fault detection and isolation: Combining deep neural networks and system performance models
Manuel Arias Chao, Chetan Kulkarni, Kai Goebel, Olga Fink
International Journal of Prognostics and Health Management: Vol 10 (Special Issue on Deep Learning and Emerging Analytics) 033, 19, 2019
abstract
pdf
Deep Detector Health Management under Adversarial Campaigns
Javier Echauz, Keith Kenemer, Sarfaraz Hussein, Jay Dhaliwal, Saurabh Shintre, Slawomir Grzonkowski, Andrew Gardner
International Journal of Prognostics and Health Management: Vol 10 (Special Issue on Deep Learning and Emerging Analytics) 032, 12, 2019
abstract
pdf
Towards Developing a Novel Framework for Practical PHM: a Sequential Decision Problem solved by Reinforcement Learning and Artificial Neural Networks
Luca Bellani, Michele Compare, Piero Baraldi, Enrico Zio
International Journal of Prognostics and Health Management: Vol 10 (Special Issue on Deep Learning and Emerging Analytics) 031, 15, 2019
abstract
pdf
Simulation-driven Deep Classification of Bearing Faults from Raw Vibration Data
Martin Hemmer, Andreas Klausen, Huynh van Khang, Kjell G. Robbersmyr, Tor I. Waag
International Journal of Prognostics and Health Management: Vol 10 (Special Issue on Deep Learning and Emerging Analytics) 030, 12, 2019
abstract
pdf
TrajecNets: Online Failure Evolution Analysis in 2D Space
Nauman Shahid, Anarta Ghosh
International Journal of Prognostics and Health Management: Vol 10 (Special Issue on Deep Learning and Emerging Analytics) 029, 17, 2019
abstract
pdf
Domain Adaptation for One-Class Classification: Monitoring the Health of Critical Systems Under Limited Information
Gabriel Michau, Olga Fink
International Journal of Prognostics and Health Management: Vol 10 (Special Issue on Deep Learning and Emerging Analytics) 028, 11, 2019
abstract
pdf
Data-driven Prognostics with Predictive Uncertainty Estimation using Ensemble of Deep Ordinal Regression Models
Vishnu TV, Diksha, Pankaj Malhotra, Lovekesh Vig, Gautam Shroff
International Journal of Prognostics and Health Management: Vol 10 (Special Issue on Deep Learning and Emerging Analytics) 027, 16, 2019
abstract
pdf
Multi-label Prediction in Time Series Data using Deep Neural Networks
Wenyu Zhang, Devesh K. Jha, Emil Laftchiev, Daniel Nikovski
International Journal of Prognostics and Health Management: Vol 10 (Special Issue on Deep Learning and Emerging Analytics) 026, 14, 2019
abstract
pdf
Anomaly Detection on Times Series with Wasserstein GAN applied to PHM
Mélanie Ducoffe, Ilyass Haloui, Jayant SEN GUPTA
International Journal of Prognostics and Health Management: Vol 10 (Special Issue on Deep Learning and Emerging Analytics) 025, 12, 2019
abstract
pdf
 
 
 

follow us

PHM Society on Facebook Follow PHM Society on Twitter PHM Society on LinkedIn PHM Society RSS News Feed