About the Journal

The annual Conference of the Prognostics and Health Management (PHM) Society is held each autum in North America and brings together the global community of PHM experts from industry, academia, and government in diverse application areas including energy, aerospace, transportation, automotive, manufacturing, and industrial automation.

All articles published by the PHM Society are available to the global PHM community via the internet for free and without any restrictions.


Current Issue

Edited by:
Abhinav Saxena

Published: 2020-11-03

Technical Papers

A decision-making framework for safe operations of unmanned aerial vehicles in urban scenarios

Marcos Quiñones, Timothy Darrah, Gautam Biswas, Chetan Kulkarni
Abstract 106 | PDF Downloads 135

Page 11

A Hybrid Learning Approach to Prognostics and Health Management Applied to Military Ground Vehicles Using Time-Series and Maintenance Event Data

Glenn, Haley, Thomas, Mike, Quyen, Indu, Brandon, Antoinette, Jeremiah, Corey
Abstract 186 | PDF Downloads 152

Page 10

A Hybrid Model for Wind Turbine Main Bearing Fatigue with Uncertainty in Grease Observations

Yigit Anil Yucesan, Felipe Viana
Abstract 132 | PDF Downloads 121

Page 14

A low quiescent power wireless rotating machinery condition monitoring system

Yan Chen, Zaffir Chaudhry, Joseph Mantese
Abstract 69 | PDF Downloads 77

Page 7

A Novel Orbit-based CNN Model for Automatic Fault Identification of Rotating Machines

Xiaomo Jiang, Fumin Wang, Haixin Zhao, Shengli Xu, Lin Lin
Abstract 84 | PDF Downloads 81

Page 7

A Relearning Approach to Reinforcement Learning for control of Smart Buildings

Avisek Naug, Marcos Q'uiñones -Grueiro, Gautam Biswas
Abstract 86 | PDF Downloads 72

Page 14

A Study of Convolutional Neural Networks Learning Mechanisms for Machine Health Monitoring Applications

Mohammed Alabsi, Ahmad Saeed Mohammad, Ahmed Sammoud
Abstract 130 | PDF Downloads 115

Page 8

Acoustic emission based condition monitoring study of piston rod seals by varying speed and pressure parameters

Vignesh Vishnudas Shanbhag, Thomas Meyer, Leo Caspers, Rune Schlanbusch
Abstract 74 | PDF Downloads 84

Page 9

Aircraft Troubleshooting Optimization Using Case-based Reasoning and Decision Analysis

Gustavo Borba Evangelista, Guilherme Conceição Rocha, Wlamir Olivares Loesch Vianna
Abstract 100 | PDF Downloads 96

Page 8

An Evolutionary Algorithm for the Electric Vehicle Routing Problem with Battery Degradation and Capacitated Charging Stations

Juan Pablo Futalef, Diego Muñoz-Carpintero, Heraldo Rozas, Marcos Orchard
Abstract 159 | PDF Downloads 180

Page 9

An LSTM-Based Online Prediction Method for Building Electric Load During COVID-19

Hao Tu, Srdjan Lukic, Abhishek Dubey, Gabor Karsai
Abstract 199 | PDF Downloads 173

Page 8

Automatic detection of rare observations during production tests using statistical models

Alex Mourer, Jérôme Lacaille, Madalina Olteanu, Marie Chavent
Abstract 97 | PDF Downloads 90

Page 10

Complementary Meta-Reinforcement Learning for Fault-Adaptive Control

Ibrahim Ahmed, Marcos Quiñones-Grueiro, Gautam Biswas
Abstract 97 | PDF Downloads 62

Page 8

Contending Remaining Useful Life Algorithms

Eric Bechhoefer, Marc Dube
Abstract 174 | PDF Downloads 144

Page 9

Cross-Turbine Training of Convolutional Neural Networks for SCADA-Based Fault Detection in Wind Turbines

Markus Ulmer, Eskil Jarlskog, Gianmarco Pizza, Lilach Goren Huber
Abstract 150 | PDF Downloads 98

Page 10

Data-driven Residual Generation for Early Fault Detection with Limited Data

Hamed Khorasgani, Ahmed Farahat, Chetan Gupta
Abstract 97 | PDF Downloads 109

Page 9

Deep anomaly detection for industrial systems: a case study

Feng Xue, Weizhong Yan, Tianyi Wang, Hao Huang, Bojun Feng
Abstract 168 | PDF Downloads 159

Page 8

Deep Learning based Optical Inspection with Centralized Analysis for High Volume Smart Manufacturing

Guoyi Li, Chao Feng, Addishiwot Woldesenbet, Bruce King, Hamid Hadavi, Vikasini Moku, Kurt Loken, Gary Kunkel
Abstract 215 | PDF Downloads 119

Page 9

Development of Multivariate Failure Threshold with Quantifiable Operation Risks in Machine Prognostics

Xiaodong Jia, Wenzhe Li, Wei Wang, Xiang Li, Jay Lee
Abstract 138 | PDF Downloads 125

Page 9

Digital Fleet Management: A Scalable Cloud Framework based on Data-driven Prediction Models

Sherin Thomas, Abhishek Dubey , Daniel E Viassolo, Magson Zanette
Abstract 184 | PDF Downloads 377

Page 8

Digital twin approach for intelligent operation planning and health management of mechanical systems

Pranav Karve, Yulin Guo, Berkcan Kapusuzoglu, Sankaran Mahadevan, Mulugeta Haile
Abstract 6899 | PDF Downloads 179

Page 9

Domain Adaptation Digital Twin for Rolling Element Bearing Prognostics

Chenyu Liu, Alexandre Mauricio, Junyu Qi, Dandan Peng, Konstantinos Gryllias
Abstract 400 | PDF Downloads 170

Page 10

Domain Adaptation for Structural Health Monitoring

Ali Ozdagli, Xenofon Koutsoukos
Abstract 3135 | PDF Downloads 157

Page 9

Domain Adversarial Transfer Learning for Generalized Tool Wear Prediction

Peng (Edward) Wang, Matthew Russell
Abstract 151 | PDF Downloads 182

Page 8

Efficient Sensor Placement for Health Management of a Rocket Engine Using Monte Carlo Simulation

Noriyasu Omata, Daiwa Satoh, Seiji Tsutsumi, Kaname Kawatsu, Masaharu Abe
Abstract 89 | PDF Downloads 92

Page 9

Enhancing Railway Pantograph Carbon Strip Prognostics with Data Blending through a Time-Delay Neural Network Ensemble

Alexandre Trilla, Ver´onica Fern´andez, Xavier Cabr´e
Abstract 64 | PDF Downloads 116

Page 9

Fatigue Life Prognosis of a Light Aircraft Landing Gear Leg

David Gerhardinger, Anita Domitrović, Ernest Bazijanac
Abstract 133 | PDF Downloads 124

Page 9

Fault Detection and Isolation for Brake Rotor Thickness Variation

Xinyu Du, Lichao Mai, Hamed Kazemi , Hossein Sadjadi
Abstract 77 | PDF Downloads 101

Page 8

Fault Diagnostics and Prognostics for Vehicle Springs and Stablizer Bar

Xinyu Du, Lichao Mai, Hossein Sadjadi
Abstract 58 | PDF Downloads 71

Page 10

Integrating Model-Based and Data-Driven Simulator for Health Management of a Reusable Rocket Engine

Daiwa Satoh, Noriyasu Omata, Miki Hirabayashi, Seiji Tsutsumi, Kaname Kawatsu, Masaharu Abe
Abstract 87 | PDF Downloads 105

Page 9

Large-scale Vibration Monitoring of Aircraft Engines from Operational Data using Self-organized Models

Florent Forest, Quentin Cochard, Cecile Noyer, Marc Joncour, Jérôme Lacaille, Mustapha Lebbah, Hanene Azzag
Abstract 201 | PDF Downloads 229

Page 11

Life prediction for aircraft structure based on Bayesian inference: towards a digital twin ecosystem

Teng Wang, Zheng Liu, Min Liao, Nezih Mrad
Abstract 890 | PDF Downloads 1115

Page 8

Page 11

New Capacitive Thermal Age Tag for Predicting Remaining Thermal Life of Multiple Products

Kenneth Watkins, Stephanie Steelman
Abstract 114 | PDF Downloads 103

Page 10

Octave-band Filtering for Convolutional Neural Network-based Diagnostics for Rotating Machinery

Namkyoung Lee, Michael H. Azarian, Michael Pecht
Abstract 104 | PDF Downloads 95

Page 9

On Modeling of Vibration and Crack Growth in a Rotor for Prognostics

Amirhassan Abbasi, Foad Nazari, C. Nataraj
Abstract 133 | PDF Downloads 115

Page 9

On the application of transfer learning in prognostics and health management

Ramin Moradi, Katrina Groth
Abstract 120 | PDF Downloads 104

Page 8

Overcoming Adversarial Perturbations in Data-driven Prognostics Through Semantic Structural Context-driven Deep Learning

Xingyu Zhou, Robert Canady, Yi Li, Aniruddha Gokhale
Abstract 89 | PDF Downloads 75

Page 11

Preliminary study towards the definition of a PHM framework for the hydraulic system of a fly-by-wire helicopter

Andrea De Martin, Giovanni Jacazio, Massimo Sorli
Abstract 96 | PDF Downloads 75

Page 13

Prognosis of Wind Turbine Gearbox Bearing Failures using SCADA and Modeled Data

Arch Desai, Yi Guo, Shawn Sheng, Shawn Sheng, Caleb Phillips, Lindy Williams
Abstract 346 | PDF Downloads 231

Page 10

Pushing Distributed Vibration Analysis to the Edge with a Low-Resolution Companding Autoencoder: Industrial IoT for PHM

Alexandre Trilla, David Miralles, Ver´onica Fern´andez
Abstract 90 | PDF Downloads 95

Page 9

Real time model-based diagnosis enabled by hybrid modeling

Ion Matei, Alexander Feldman, Johan de Kleer, Alexandre Perez
Abstract 72 | PDF Downloads 93

Page 10

Risk Assessment of Obstacle Collision for UAVs under off-nominal conditions

Portia Banerjee, George Gorospe
Abstract 65 | PDF Downloads 113

Page 9

Similarity-based anomaly score for fleet-based condition monitoring

Kilian Hendrickx, Wannes Meert, Bram Cornelis, Konstantinos Gryllias, Jesse Davis
Abstract 126 | PDF Downloads 107

Page 9

Similarity-based Feature Extraction from Vibration Data for Prognostics

wei huang, Ahmed Farahat, Chetan Gupta
Abstract 102 | PDF Downloads 150

Page 10

Support-Vector Machine Approach for Robust Fault Diagnosis of Electric Vehicle Permanent Magnet Synchronous Motor

Chunheng Zhao, Yi Li, Matthew Wessner, Chinmay Rathod, Pierluigi Pisu
Abstract 108 | PDF Downloads 126

Page 10

Page 8

The Noisy Multipath Parallel Hybrid Model for Remaining Useful Life Estimation (NMPM)

Ali AlDulaimi, Arash Mohammadi, Amir Asif
Abstract 93 | PDF Downloads 84

Page 10

Time-of-Failure Probability Mass Function Computation Using the First-Passage-Time Method Applied to Particle Filter-based Prognostics

Francisco Roberto Jaramillo Montoya, Martín Valderrama, Vanessa Quintero, Aramis Pérez, Marcos Orchard
Abstract 114 | PDF Downloads 94

Page 11

Towards Fault-Tolerant Strategy in Satellite Attitude Control Systems: A Review

Hicham HENNA, Houari TOUBAKH, Mohamed Redouane Kafi, Moamar SAYED-MOUCHAWEH
Abstract 119 | PDF Downloads 130

Page 14

Unsupervised Learning based Degradation Estimation and Abnormal Working Condition Detection for a Class of Anthropomorphic Robotic Hand

Carlos F. Cortés Mac-Evoy, Jonathan Manrique Garay, Frank Kirchner
Abstract 145 | PDF Downloads 72

Page 11

Validation and Refinement of a Steering Friction Increase Detection Algorithm Using Test Drive Data

Arash Mohtat, Graeme Garner, Wen-Chiao Lin, Naser Mehrabi
Abstract 79 | PDF Downloads 69

Page 10

Vibration Analysis for Anomaly Detection in Unmanned Aircraft

O. Bektash, Anders la Cour-Harbo
Abstract 230 | PDF Downloads 168

Page 10

Visualizing Corrosion in Automobiles using Generative Adversarial Networks

Andre Von Zuben, Renato Nascimento, Felipe Viana
Abstract 79 | PDF Downloads 72

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