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
Abstract 190 | PDF Downloads 222
Page 11
A Hybrid Learning Approach to Prognostics and Health Management Applied to Military Ground Vehicles Using Time-Series and Maintenance Event Data
Abstract 1242 | PDF Downloads 252
Page 10
A Hybrid Model for Wind Turbine Main Bearing Fatigue with Uncertainty in Grease Observations
Abstract 197 | PDF Downloads 205
Page 14
A low quiescent power wireless rotating machinery condition monitoring system
Abstract 115 | PDF Downloads 130
Page 7
A Novel Orbit-based CNN Model for Automatic Fault Identification of Rotating Machines
Abstract 145 | PDF Downloads 149
Page 7
A Relearning Approach to Reinforcement Learning for control of Smart Buildings
Abstract 116 | PDF Downloads 108
Page 14
A Study of Convolutional Neural Networks Learning Mechanisms for Machine Health Monitoring Applications
Abstract 196 | PDF Downloads 171
Page 8
Acoustic emission based condition monitoring study of piston rod seals by varying speed and pressure parameters
Abstract 475 | PDF Downloads 118
Page 9
Aircraft Troubleshooting Optimization Using Case-based Reasoning and Decision Analysis
Abstract 180 | PDF Downloads 206
Page 8
An Evolutionary Algorithm for the Electric Vehicle Routing Problem with Battery Degradation and Capacitated Charging Stations
Abstract 286 | PDF Downloads 297
Page 9
An LSTM-Based Online Prediction Method for Building Electric Load During COVID-19
Abstract 252 | PDF Downloads 226
Page 8
Automatic detection of rare observations during production tests using statistical models
Abstract 130 | PDF Downloads 127
Page 10
Complementary Meta-Reinforcement Learning for Fault-Adaptive Control
Abstract 152 | PDF Downloads 110
Page 8
Cross-Turbine Training of Convolutional Neural Networks for SCADA-Based Fault Detection in Wind Turbines
Abstract 233 | PDF Downloads 149
Page 10
Data-driven Residual Generation for Early Fault Detection with Limited Data
Abstract 135 | PDF Downloads 162
Page 9
Deep anomaly detection for industrial systems: a case study
Abstract 267 | PDF Downloads 245
Page 8
Deep Learning based Optical Inspection with Centralized Analysis for High Volume Smart Manufacturing
Abstract 298 | PDF Downloads 176
Page 9
Development of Multivariate Failure Threshold with Quantifiable Operation Risks in Machine Prognostics
Abstract 213 | PDF Downloads 199
Page 9
Digital Fleet Management: A Scalable Cloud Framework based on Data-driven Prediction Models
Abstract 276 | PDF Downloads 869
Page 8
Digital twin approach for intelligent operation planning and health management of mechanical systems
Abstract 18182 | PDF Downloads 1375
Page 9
Domain Adaptation Digital Twin for Rolling Element Bearing Prognostics
Abstract 528 | PDF Downloads 249
Page 10
Domain Adversarial Transfer Learning for Generalized Tool Wear Prediction
Abstract 258 | PDF Downloads 307
Page 8
Efficient Sensor Placement for Health Management of a Rocket Engine Using Monte Carlo Simulation
Abstract 141 | PDF Downloads 172
Page 9
Enhancing Fault Isolation for Health Monitoring of Electric Aircraft Propulsion by Embedding Failure Mode and Effect Analysis into Bayesian Networks
Abstract 696 | PDF Downloads 258
Page 12
Enhancing Railway Pantograph Carbon Strip Prognostics with Data Blending through a Time-Delay Neural Network Ensemble
Abstract 99 | PDF Downloads 225
Page 9
Fatigue Life Prognosis of a Light Aircraft Landing Gear Leg
Abstract 248 | PDF Downloads 247
Page 9
Fault Detection and Isolation for Brake Rotor Thickness Variation
Abstract 129 | PDF Downloads 160
Page 8
Fault Diagnosis and Isolation for Brushless Electronic Returnless Fuel Systems
Abstract 70 | PDF Downloads 156
Page 9
Fault Diagnosis for the Perception Software in Highly Automated Vehicles and Reference Generation Based on World Model
Abstract 99 | PDF Downloads 355
Page 11
Fault Diagnostics and Prognostics for Vehicle Springs and Stablizer Bar
Abstract 97 | PDF Downloads 121
Page 10
Hierarchical structural health monitoring of wind turbines based on an overview of mechanical damage
Abstract 107 | PDF Downloads 144
Page 7
Integrating Model-Based and Data-Driven Simulator for Health Management of a Reusable Rocket Engine
Abstract 131 | PDF Downloads 184
Page 9
Large-scale Vibration Monitoring of Aircraft Engines from Operational Data using Self-organized Models
Abstract 287 | PDF Downloads 477
Page 11
Life prediction for aircraft structure based on Bayesian inference: towards a digital twin ecosystem
Abstract 1071 | PDF Downloads 4658
Page 8
Modeling exponential decay in maximum capacitance across specified flight patterns in small aircraft
Abstract 151 | PDF Downloads 107
Page 11
New Capacitive Thermal Age Tag for Predicting Remaining Thermal Life of Multiple Products
Abstract 159 | PDF Downloads 140
Page 10
Octave-band Filtering for Convolutional Neural Network-based Diagnostics for Rotating Machinery
Abstract 145 | PDF Downloads 148
Page 9
On Modeling of Vibration and Crack Growth in a Rotor for Prognostics
Abstract 176 | PDF Downloads 181
Page 9
On the application of transfer learning in prognostics and health management
Abstract 176 | PDF Downloads 174
Page 8
Overcoming Adversarial Perturbations in Data-driven Prognostics Through Semantic Structural Context-driven Deep Learning
Abstract 123 | PDF Downloads 132
Page 11
Preliminary study towards the definition of a PHM framework for the hydraulic system of a fly-by-wire helicopter
Abstract 158 | PDF Downloads 154
Page 13
Prognosis of Wind Turbine Gearbox Bearing Failures using SCADA and Modeled Data
Abstract 470 | PDF Downloads 355
Page 10
Pushing Distributed Vibration Analysis to the Edge with a Low-Resolution Companding Autoencoder: Industrial IoT for PHM
Abstract 126 | PDF Downloads 140
Page 9
Real time model-based diagnosis enabled by hybrid modeling
Abstract 97 | PDF Downloads 148
Page 10
Risk Assessment of Obstacle Collision for UAVs under off-nominal conditions
Abstract 110 | PDF Downloads 174
Page 9
Similarity-based anomaly score for fleet-based condition monitoring
Abstract 186 | PDF Downloads 163
Page 9
Similarity-based Feature Extraction from Vibration Data for Prognostics
Abstract 172 | PDF Downloads 296
Page 10
Support-Vector Machine Approach for Robust Fault Diagnosis of Electric Vehicle Permanent Magnet Synchronous Motor
Abstract 193 | PDF Downloads 204
Page 10
Text Classification and Tagging of United States Army Ground Vehicle Fault Descriptions in Support of Data-Driven Prognostics
Abstract 144 | PDF Downloads 199
Page 8
The Noisy Multipath Parallel Hybrid Model for Remaining Useful Life Estimation (NMPM)
Abstract 128 | PDF Downloads 140
Page 10
Time-of-Failure Probability Mass Function Computation Using the First-Passage-Time Method Applied to Particle Filter-based Prognostics
Abstract 151 | PDF Downloads 146
Page 11
Towards Fault-Tolerant Strategy in Satellite Attitude Control Systems: A Review
Abstract 224 | PDF Downloads 311
Page 14
Unsupervised Learning based Degradation Estimation and Abnormal Working Condition Detection for a Class of Anthropomorphic Robotic Hand
Abstract 186 | PDF Downloads 99
Page 11
Validation and Refinement of a Steering Friction Increase Detection Algorithm Using Test Drive Data
Abstract 119 | PDF Downloads 134
Page 10
Vibration Analysis for Anomaly Detection in Unmanned Aircraft
Abstract 998 | PDF Downloads 357
Page 10
Visualizing Corrosion in Automobiles using Generative Adversarial Networks
Abstract 111 | PDF Downloads 108
Page 9
WaveNet based Autoencoder Model: Vibration Analysis on Centrifugal Pump for Degradation Estimation.
Abstract 154 | PDF Downloads 332
Page 6