Vol. 12 No. 1 (2020): Proceedings of the Annual Conference of the PHM Society 2020
Edited by:
Abhinav Saxena
Published: 2020-11-03
Technical Research Papers
A decision-making framework for safe operations of unmanned aerial vehicles in urban scenarios
Abstract 1312 | PDF Downloads 771 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1190
Page 11
A Hybrid Learning Approach to Prognostics and Health Management Applied to Military Ground Vehicles Using Time-Series and Maintenance Event Data
Abstract 3521 | PDF Downloads 964 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1146
Page 10
A Hybrid Model for Wind Turbine Main Bearing Fatigue with Uncertainty in Grease Observations
Abstract 1028 | PDF Downloads 815 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1139
Page 14
A low quiescent power wireless rotating machinery condition monitoring system
Abstract 627 | PDF Downloads 637 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1215
Page 7
A Novel Orbit-based CNN Model for Automatic Fault Identification of Rotating Machines
Abstract 750 | PDF Downloads 689 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1147
Page 7
A Relearning Approach to Reinforcement Learning for control of Smart Buildings
Abstract 1090 | PDF Downloads 602 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1296
Page 14
A Study of Convolutional Neural Networks Learning Mechanisms for Machine Health Monitoring Applications
Abstract 793 | PDF Downloads 647 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1196
Page 8
Acoustic emission based condition monitoring study of piston rod seals by varying speed and pressure parameters
Abstract 1159 | PDF Downloads 595 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1133
Page 9
Aircraft Troubleshooting Optimization Using Case-based Reasoning and Decision Analysis
Abstract 967 | PDF Downloads 1797 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1170
Page 8
An Evolutionary Algorithm for the Electric Vehicle Routing Problem with Battery Degradation and Capacitated Charging Stations
Abstract 1646 | PDF Downloads 1192 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1281
Page 9
An LSTM-Based Online Prediction Method for Building Electric Load During COVID-19
Abstract 862 | PDF Downloads 726 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1319
Page 8
Automatic detection of rare observations during production tests using statistical models
Abstract 808 | PDF Downloads 560 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1136
Page 10
Complementary Meta-Reinforcement Learning for Fault-Adaptive Control
Abstract 1167 | PDF Downloads 672 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1289
Page 8
Contending Remaining Useful Life Algorithms
Abstract 1416 | PDF Downloads 778 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1274
Page 9
Cross-Turbine Training of Convolutional Neural Networks for SCADA-Based Fault Detection in Wind Turbines
Abstract 928 | PDF Downloads 638 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1205
Page 10
Data-driven Residual Generation for Early Fault Detection with Limited Data
Abstract 664 | PDF Downloads 622 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1162
Page 9
Deep anomaly detection for industrial systems: a case study
Abstract 1304 | PDF Downloads 916 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1186
Page 8
Deep Learning based Optical Inspection with Centralized Analysis for High Volume Smart Manufacturing
Abstract 1385 | PDF Downloads 1080 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1282
Page 9
Development of Multivariate Failure Threshold with Quantifiable Operation Risks in Machine Prognostics
Abstract 1170 | PDF Downloads 787 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1288
Page 9
Digital Fleet Management: A Scalable Cloud Framework based on Data-driven Prediction Models
Abstract 1111 | PDF Downloads 1591 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1273
Page 8
Digital twin approach for intelligent operation planning and health management of mechanical systems
Abstract 22496 | PDF Downloads 6590 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1197
Page 9
Domain Adaptation Digital Twin for Rolling Element Bearing Prognostics
Abstract 2298 | PDF Downloads 881 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1294
Page 10
Domain Adaptation for Structural Health Monitoring
Abstract 4558 | PDF Downloads 1572 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1184
Page 9
Domain Adversarial Transfer Learning for Generalized Tool Wear Prediction
Abstract 1157 | PDF Downloads 1207 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1137
Page 8
Efficient Sensor Placement for Health Management of a Rocket Engine Using Monte Carlo Simulation
Abstract 684 | PDF Downloads 788 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1135
Page 9
Enhancing Fault Isolation for Health Monitoring of Electric Aircraft Propulsion by Embedding Failure Mode and Effect Analysis into Bayesian Networks
Abstract 1588 | PDF Downloads 921 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1297
Page 12
Enhancing Railway Pantograph Carbon Strip Prognostics with Data Blending through a Time-Delay Neural Network Ensemble
Abstract 665 | PDF Downloads 1398 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1120
Page 9
Fatigue Life Prognosis of a Light Aircraft Landing Gear Leg
Abstract 935 | PDF Downloads 999 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1245
Page 9
Fault Detection and Isolation for Brake Rotor Thickness Variation
Abstract 942 | PDF Downloads 973 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1130
Page 8
Fault Diagnosis and Isolation for Brushless Electronic Returnless Fuel Systems
Abstract 459 | PDF Downloads 855 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1122
Page 9
Fault Diagnosis for the Perception Software in Highly Automated Vehicles and Reference Generation Based on World Model
Abstract 462 | PDF Downloads 944 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1142
Page 11
Fault Diagnostics and Prognostics for Vehicle Springs and Stablizer Bar
Abstract 1007 | PDF Downloads 674 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1129
Page 10
Hierarchical structural health monitoring of wind turbines based on an overview of mechanical damage
Abstract 471 | PDF Downloads 576 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1149
Page 7
Integrating Model-Based and Data-Driven Simulator for Health Management of a Reusable Rocket Engine
Abstract 653 | PDF Downloads 787 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1134
Page 9
Large-scale Vibration Monitoring of Aircraft Engines from Operational Data using Self-organized Models
Abstract 1828 | PDF Downloads 2085 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1131
Page 11
Life prediction for aircraft structure based on Bayesian inference: towards a digital twin ecosystem
Abstract 2144 | PDF Downloads 5557 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1261
Page 8
Modeling exponential decay in maximum capacitance across specified flight patterns in small aircraft
Abstract 1396 | PDF Downloads 615 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1199
Page 11
New Capacitive Thermal Age Tag for Predicting Remaining Thermal Life of Multiple Products
Abstract 569 | PDF Downloads 529 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1303
Page 10
Octave-band Filtering for Convolutional Neural Network-based Diagnostics for Rotating Machinery
Abstract 726 | PDF Downloads 788 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1132
Page 9
On Modeling of Vibration and Crack Growth in a Rotor for Prognostics
Abstract 742 | PDF Downloads 741 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1193
Page 9
On the application of transfer learning in prognostics and health management
Abstract 710 | PDF Downloads 738 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1300
Page 8
Overcoming Adversarial Perturbations in Data-driven Prognostics Through Semantic Structural Context-driven Deep Learning
Abstract 575 | PDF Downloads 534 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1182
Page 11
Preliminary study towards the definition of a PHM framework for the hydraulic system of a fly-by-wire helicopter
Abstract 859 | PDF Downloads 698 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1290
Page 13
Prognosis of Wind Turbine Gearbox Bearing Failures using SCADA and Modeled Data
Abstract 2128 | PDF Downloads 1397 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1292
Page 10
Pushing Distributed Vibration Analysis to the Edge with a Low-Resolution Companding Autoencoder: Industrial IoT for PHM
Abstract 660 | PDF Downloads 693 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1119
Page 9
Real time model-based diagnosis enabled by hybrid modeling
Abstract 764 | PDF Downloads 635 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1278
Page 10
Risk Assessment of Obstacle Collision for UAVs under off-nominal conditions
Abstract 719 | PDF Downloads 737 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1194
Page 9
Similarity-based anomaly score for fleet-based condition monitoring
Abstract 936 | PDF Downloads 611 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1178
Page 9
Similarity-based Feature Extraction from Vibration Data for Prognostics
Abstract 930 | PDF Downloads 1230 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1298
Page 10
Support-Vector Machine Approach for Robust Fault Diagnosis of Electric Vehicle Permanent Magnet Synchronous Motor
Abstract 933 | PDF Downloads 965 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1291
Page 10
Text Classification and Tagging of United States Army Ground Vehicle Fault Descriptions in Support of Data-Driven Prognostics
Abstract 724 | PDF Downloads 1166 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1154
Page 8
The Noisy Multipath Parallel Hybrid Model for Remaining Useful Life Estimation (NMPM)
Abstract 564 | PDF Downloads 539 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1155
Page 10
Time-of-Failure Probability Mass Function Computation Using the First-Passage-Time Method Applied to Particle Filter-based Prognostics
Abstract 1208 | PDF Downloads 594 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1299
Page 11
Towards Fault-Tolerant Strategy in Satellite Attitude Control Systems: A Review
Abstract 1335 | PDF Downloads 1522 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1272
Page 14
Unsupervised Learning based Degradation Estimation and Abnormal Working Condition Detection for a Class of Anthropomorphic Robotic Hand
Abstract 563 | PDF Downloads 360 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1169
Page 11
Validation and Refinement of a Steering Friction Increase Detection Algorithm Using Test Drive Data
Abstract 681 | PDF Downloads 685 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1118
Page 10
Vibration Analysis for Anomaly Detection in Unmanned Aircraft
Abstract 2045 | PDF Downloads 1540 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1143
Page 10
Visualizing Corrosion in Automobiles using Generative Adversarial Networks
Abstract 573 | PDF Downloads 536 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1148
Page 9
WaveNet based Autoencoder Model: Vibration Analysis on Centrifugal Pump for Degradation Estimation.
Abstract 752 | PDF Downloads 1347 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1167
Page 6