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
New Capacitive Thermal Age Tag for Predicting Remaining Thermal Life of Multiple Products
Abstract 72 | PDF Downloads 69
Page 10
Time-of-Failure Probability Mass Function Computation Using the First-Passage-Time Method Applied to Particle Filter-based Prognostics
Abstract 70 | PDF Downloads 61
Page 11
A Relearning Approach to Reinforcement Learning for control of Smart Buildings
Abstract 50 | PDF Downloads 50
Page 14
Prognosis of Wind Turbine Gearbox Bearing Failures using SCADA and Modeled Data
Abstract 212 | PDF Downloads 119
Page 10
Complementary Meta-Reinforcement Learning for Fault-Adaptive Control
Abstract 38 | PDF Downloads 40
Page 8
Life prediction for aircraft structure based on Bayesian inference: towards a digital twin ecosystem
Abstract 82 | PDF Downloads 109
Page 8
Cross-Turbine Training of Convolutional Neural Networks for SCADA-Based Fault Detection in Wind Turbines
Abstract 95 | PDF Downloads 66
Page 10
Modeling exponential decay in maximum capacitance across specified flight patterns in small aircraft
Abstract 58 | PDF Downloads 47
Page 11
Digital twin approach for intelligent operation planning and health management of mechanical systems
Abstract 1635 | PDF Downloads 123
Page 9
Risk Assessment of Obstacle Collision for UAVs under off-nominal conditions
Abstract 37 | PDF Downloads 76
Page 9
On Modeling of Vibration and Crack Growth in a Rotor for Prognostics
Abstract 84 | PDF Downloads 78
Page 9
A decision-making framework for safe operations of unmanned aerial vehicles in urban scenarios
Abstract 46 | PDF Downloads 86
Page 11
Deep anomaly detection for industrial systems: a case study
Abstract 72 | PDF Downloads 93
Page 8
Overcoming Adversarial Perturbations in Data-driven Prognostics Through Semantic Structural Context-driven Deep Learning
Abstract 50 | PDF Downloads 47
Page 11
A Hybrid Model for Wind Turbine Main Bearing Fatigue with Uncertainty in Grease Observations
Abstract 77 | PDF Downloads 82
Page 14
An LSTM-Based Online Prediction Method for Building Electric Load During COVID-19
Abstract 156 | PDF Downloads 136
Page 8
On the application of transfer learning in prognostics and health management
Abstract 77 | PDF Downloads 62
Page 8
Similarity-based Feature Extraction from Vibration Data for Prognostics
Abstract 55 | PDF Downloads 87
Page 10
Enhancing Fault Isolation for Health Monitoring of Electric Aircraft Propulsion by Embedding Failure Mode and Effect Analysis into Bayesian Networks
Abstract 66 | PDF Downloads 95
Page 12
Domain Adaptation Digital Twin for Rolling Element Bearing Prognostics
Abstract 250 | PDF Downloads 108
Page 10
Support-Vector Machine Approach for Robust Fault Diagnosis of Electric Vehicle Permanent Magnet Synchronous Motor
Abstract 52 | PDF Downloads 73
Page 10
Preliminary study towards the definition of a PHM framework for the hydraulic system of a fly-by-wire helicopter
Abstract 55 | PDF Downloads 49
Page 13
Development of Multivariate Failure Threshold with Quantifiable Operation Risks in Machine Prognostics
Abstract 76 | PDF Downloads 81
Page 9
Deep Learning based Optical Inspection with Centralized Analysis for High Volume Smart Manufacturing
Abstract 154 | PDF Downloads 78
Page 9
An Evolutionary Algorithm for the Electric Vehicle Routing Problem with Battery Degradation and Capacitated Charging Stations
Abstract 69 | PDF Downloads 72
Page 9
Real time model-based diagnosis enabled by hybrid modeling
Abstract 31 | PDF Downloads 55
Page 10
Digital Fleet Management: A Scalable Cloud Framework based on Data-driven Prediction Models
Abstract 112 | PDF Downloads 231
Page 8
Towards Fault-Tolerant Strategy in Satellite Attitude Control Systems: A Review
Abstract 71 | PDF Downloads 74
Page 14
Fatigue Life Prognosis of a Light Aircraft Landing Gear Leg
Abstract 82 | PDF Downloads 50
Page 9
A low quiescent power wireless rotating machinery condition monitoring system
Abstract 27 | PDF Downloads 40
Page 7
Integrating Model-Based and Data-Driven Simulator for Health Management of a Reusable Rocket Engine
Abstract 41 | PDF Downloads 63
Page 9
Efficient Sensor Placement for Health Management of a Rocket Engine Using Monte Carlo Simulation
Abstract 34 | PDF Downloads 49
Page 9
Aircraft Troubleshooting Optimization Using Case-based Reasoning and Decision Analysis
Abstract 43 | PDF Downloads 49
Page 8
Unsupervised Learning based Degradation Estimation and Abnormal Working Condition Detection for a Class of Anthropomorphic Robotic Hand
Abstract 106 | PDF Downloads 52
Page 11
WaveNet based Autoencoder Model: Vibration Analysis on Centrifugal Pump for Degradation Estimation.
Abstract 33 | PDF Downloads 53
Page 6
Data-driven Residual Generation for Early Fault Detection with Limited Data
Abstract 54 | PDF Downloads 81
Page 9
Hierarchical structural health monitoring of wind turbines based on an overview of mechanical damage
Abstract 40 | PDF Downloads 62
Page 7
Visualizing Corrosion in Automobiles using Generative Adversarial Networks
Abstract 37 | PDF Downloads 41
Page 9
A Novel Orbit-based CNN Model for Automatic Fault Identification of Rotating Machines
Abstract 35 | PDF Downloads 44
Page 7
Fault Diagnosis for the Perception Software in Highly Automated Vehicles and Reference Generation Based on World Model
Abstract 38 | PDF Downloads 215
Page 11
Domain Adversarial Transfer Learning for Generalized Tool Wear Prediction
Abstract 78 | PDF Downloads 84
Page 8
Automatic detection of rare observations during production tests using statistical models
Abstract 35 | PDF Downloads 49
Page 10
Octave-band Filtering for Convolutional Neural Network-based Diagnostics for Rotating Machinery
Abstract 69 | PDF Downloads 67
Page 9
Acoustic emission based condition monitoring study of piston rod seals by varying speed and pressure parameters
Abstract 42 | PDF Downloads 60
Page 9
Fault Detection and Isolation for Brake Rotor Thickness Variation
Abstract 37 | PDF Downloads 50
Page 8
Fault Diagnostics and Prognostics for Vehicle Springs and Stablizer Bar
Abstract 25 | PDF Downloads 39
Page 10
Validation and Refinement of a Steering Friction Increase Detection Algorithm Using Test Drive Data
Abstract 37 | PDF Downloads 39
Page 10
Fault Diagnosis and Isolation for Brushless Electronic Returnless Fuel Systems
Abstract 21 | PDF Downloads 40
Page 9
Enhancing Railway Pantograph Carbon Strip Prognostics with Data Blending through a Time-Delay Neural Network Ensemble
Abstract 34 | PDF Downloads 46
Page 9
Pushing Distributed Vibration Analysis to the Edge with a Low-Resolution Companding Autoencoder: Industrial IoT for PHM
Abstract 44 | PDF Downloads 56
Page 9
A Study of Convolutional Neural Networks Learning Mechanisms for Machine Health Monitoring Applications
Abstract 58 | PDF Downloads 61
Page 8
Similarity-based anomaly score for fleet-based condition monitoring
Abstract 69 | PDF Downloads 74
Page 9
The Noisy Multipath Parallel Hybrid Model for Remaining Useful Life Estimation (NMPM)
Abstract 48 | PDF Downloads 52
Page 10
Text Classification and Tagging of United States Army Ground Vehicle Fault Descriptions in Support of Data-Driven Prognostics
Abstract 38 | PDF Downloads 44
Page 8
A Hybrid Learning Approach to Prognostics and Health Management Applied to Military Ground Vehicles Using Time-Series and Maintenance Event Data
Abstract 108 | PDF Downloads 90
Page 10
Vibration Analysis for Anomaly Detection in Unmanned Aircraft
Abstract 162 | PDF Downloads 80
Page 10
Large-scale Vibration Monitoring of Aircraft Engines from Operational Data using Self-organized Models
Abstract 145 | PDF Downloads 139
Page 11