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 77 | PDF Downloads 111
Page 11
A Hybrid Learning Approach to Prognostics and Health Management Applied to Military Ground Vehicles Using Time-Series and Maintenance Event Data
Abstract 149 | PDF Downloads 126
Page 10
A Hybrid Model for Wind Turbine Main Bearing Fatigue with Uncertainty in Grease Observations
Abstract 109 | PDF Downloads 105
Page 14
A low quiescent power wireless rotating machinery condition monitoring system
Abstract 49 | PDF Downloads 59
Page 7
A Novel Orbit-based CNN Model for Automatic Fault Identification of Rotating Machines
Abstract 53 | PDF Downloads 60
Page 7
A Relearning Approach to Reinforcement Learning for control of Smart Buildings
Abstract 77 | PDF Downloads 64
Page 14
A Study of Convolutional Neural Networks Learning Mechanisms for Machine Health Monitoring Applications
Abstract 98 | PDF Downloads 91
Page 8
Acoustic emission based condition monitoring study of piston rod seals by varying speed and pressure parameters
Abstract 60 | PDF Downloads 73
Page 9
Aircraft Troubleshooting Optimization Using Case-based Reasoning and Decision Analysis
Abstract 84 | PDF Downloads 79
Page 8
An Evolutionary Algorithm for the Electric Vehicle Routing Problem with Battery Degradation and Capacitated Charging Stations
Abstract 115 | PDF Downloads 115
Page 9
An LSTM-Based Online Prediction Method for Building Electric Load During COVID-19
Abstract 179 | PDF Downloads 157
Page 8
Automatic detection of rare observations during production tests using statistical models
Abstract 74 | PDF Downloads 74
Page 10
Complementary Meta-Reinforcement Learning for Fault-Adaptive Control
Abstract 74 | PDF Downloads 53
Page 8
Cross-Turbine Training of Convolutional Neural Networks for SCADA-Based Fault Detection in Wind Turbines
Abstract 133 | PDF Downloads 85
Page 10
Data-driven Residual Generation for Early Fault Detection with Limited Data
Abstract 78 | PDF Downloads 93
Page 9
Deep anomaly detection for industrial systems: a case study
Abstract 134 | PDF Downloads 130
Page 8
Deep Learning based Optical Inspection with Centralized Analysis for High Volume Smart Manufacturing
Abstract 197 | PDF Downloads 107
Page 9
Development of Multivariate Failure Threshold with Quantifiable Operation Risks in Machine Prognostics
Abstract 118 | PDF Downloads 111
Page 9
Digital Fleet Management: A Scalable Cloud Framework based on Data-driven Prediction Models
Abstract 152 | PDF Downloads 333
Page 8
Digital twin approach for intelligent operation planning and health management of mechanical systems
Abstract 5227 | PDF Downloads 150
Page 9
Domain Adaptation Digital Twin for Rolling Element Bearing Prognostics
Abstract 348 | PDF Downloads 140
Page 10
Domain Adversarial Transfer Learning for Generalized Tool Wear Prediction
Abstract 120 | PDF Downloads 145
Page 8
Efficient Sensor Placement for Health Management of a Rocket Engine Using Monte Carlo Simulation
Abstract 70 | PDF Downloads 72
Page 9
Enhancing Fault Isolation for Health Monitoring of Electric Aircraft Propulsion by Embedding Failure Mode and Effect Analysis into Bayesian Networks
Abstract 97 | PDF Downloads 130
Page 12
Enhancing Railway Pantograph Carbon Strip Prognostics with Data Blending through a Time-Delay Neural Network Ensemble
Abstract 51 | PDF Downloads 79
Page 9
Fatigue Life Prognosis of a Light Aircraft Landing Gear Leg
Abstract 110 | PDF Downloads 88
Page 9
Fault Detection and Isolation for Brake Rotor Thickness Variation
Abstract 65 | PDF Downloads 84
Page 8
Fault Diagnosis and Isolation for Brushless Electronic Returnless Fuel Systems
Abstract 39 | PDF Downloads 73
Page 9
Fault Diagnosis for the Perception Software in Highly Automated Vehicles and Reference Generation Based on World Model
Abstract 61 | PDF Downloads 234
Page 11
Fault Diagnostics and Prognostics for Vehicle Springs and Stablizer Bar
Abstract 43 | PDF Downloads 57
Page 10
Hierarchical structural health monitoring of wind turbines based on an overview of mechanical damage
Abstract 60 | PDF Downloads 84
Page 7
Integrating Model-Based and Data-Driven Simulator for Health Management of a Reusable Rocket Engine
Abstract 74 | PDF Downloads 92
Page 9
Large-scale Vibration Monitoring of Aircraft Engines from Operational Data using Self-organized Models
Abstract 187 | PDF Downloads 198
Page 11
Life prediction for aircraft structure based on Bayesian inference: towards a digital twin ecosystem
Abstract 854 | PDF Downloads 518
Page 8
Modeling exponential decay in maximum capacitance across specified flight patterns in small aircraft
Abstract 94 | PDF Downloads 62
Page 11
New Capacitive Thermal Age Tag for Predicting Remaining Thermal Life of Multiple Products
Abstract 93 | PDF Downloads 90
Page 10
Octave-band Filtering for Convolutional Neural Network-based Diagnostics for Rotating Machinery
Abstract 92 | PDF Downloads 85
Page 9
On Modeling of Vibration and Crack Growth in a Rotor for Prognostics
Abstract 112 | PDF Downloads 96
Page 9
On the application of transfer learning in prognostics and health management
Abstract 104 | PDF Downloads 82
Page 8
Overcoming Adversarial Perturbations in Data-driven Prognostics Through Semantic Structural Context-driven Deep Learning
Abstract 72 | PDF Downloads 62
Page 11
Preliminary study towards the definition of a PHM framework for the hydraulic system of a fly-by-wire helicopter
Abstract 85 | PDF Downloads 67
Page 13
Prognosis of Wind Turbine Gearbox Bearing Failures using SCADA and Modeled Data
Abstract 311 | PDF Downloads 191
Page 10
Pushing Distributed Vibration Analysis to the Edge with a Low-Resolution Companding Autoencoder: Industrial IoT for PHM
Abstract 74 | PDF Downloads 78
Page 9
Real time model-based diagnosis enabled by hybrid modeling
Abstract 52 | PDF Downloads 79
Page 10
Risk Assessment of Obstacle Collision for UAVs under off-nominal conditions
Abstract 56 | PDF Downloads 101
Page 9
Similarity-based anomaly score for fleet-based condition monitoring
Abstract 105 | PDF Downloads 95
Page 9
Similarity-based Feature Extraction from Vibration Data for Prognostics
Abstract 82 | PDF Downloads 111
Page 10
Support-Vector Machine Approach for Robust Fault Diagnosis of Electric Vehicle Permanent Magnet Synchronous Motor
Abstract 91 | PDF Downloads 109
Page 10
Text Classification and Tagging of United States Army Ground Vehicle Fault Descriptions in Support of Data-Driven Prognostics
Abstract 63 | PDF Downloads 65
Page 8
The Noisy Multipath Parallel Hybrid Model for Remaining Useful Life Estimation (NMPM)
Abstract 74 | PDF Downloads 71
Page 10
Time-of-Failure Probability Mass Function Computation Using the First-Passage-Time Method Applied to Particle Filter-based Prognostics
Abstract 101 | PDF Downloads 83
Page 11
Towards Fault-Tolerant Strategy in Satellite Attitude Control Systems: A Review
Abstract 100 | PDF Downloads 100
Page 14
Unsupervised Learning based Degradation Estimation and Abnormal Working Condition Detection for a Class of Anthropomorphic Robotic Hand
Abstract 133 | PDF Downloads 68
Page 11
Validation and Refinement of a Steering Friction Increase Detection Algorithm Using Test Drive Data
Abstract 64 | PDF Downloads 56
Page 10
Vibration Analysis for Anomaly Detection in Unmanned Aircraft
Abstract 207 | PDF Downloads 130
Page 10
Visualizing Corrosion in Automobiles using Generative Adversarial Networks
Abstract 61 | PDF Downloads 59
Page 9
WaveNet based Autoencoder Model: Vibration Analysis on Centrifugal Pump for Degradation Estimation.
Abstract 66 | PDF Downloads 89
Page 6