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 2014 | PDF Downloads 1026 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1190
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A Hybrid Learning Approach to Prognostics and Health Management Applied to Military Ground Vehicles Using Time-Series and Maintenance Event Data
Abstract 3929 | PDF Downloads 1215 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1146
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A Hybrid Model for Wind Turbine Main Bearing Fatigue with Uncertainty in Grease Observations
Abstract 1405 | PDF Downloads 1006 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1139
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A low quiescent power wireless rotating machinery condition monitoring system
Abstract 883 | PDF Downloads 836 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1215
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A Novel Orbit-based CNN Model for Automatic Fault Identification of Rotating Machines
Abstract 1108 | PDF Downloads 942 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1147
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A Relearning Approach to Reinforcement Learning for control of Smart Buildings
Abstract 1626 | PDF Downloads 921 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1296
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A Study of Convolutional Neural Networks Learning Mechanisms for Machine Health Monitoring Applications
Abstract 1099 | PDF Downloads 825 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1196
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Acoustic emission based condition monitoring study of piston rod seals by varying speed and pressure parameters
Abstract 1512 | PDF Downloads 811 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1133
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Aircraft Troubleshooting Optimization Using Case-based Reasoning and Decision Analysis
Abstract 1400 | PDF Downloads 2197 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1170
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An Evolutionary Algorithm for the Electric Vehicle Routing Problem with Battery Degradation and Capacitated Charging Stations
Abstract 2454 | PDF Downloads 1489 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1281
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An LSTM-Based Online Prediction Method for Building Electric Load During COVID-19
Abstract 1157 | PDF Downloads 942 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1319
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Automatic detection of rare observations during production tests using statistical models
Abstract 1294 | PDF Downloads 791 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1136
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Complementary Meta-Reinforcement Learning for Fault-Adaptive Control
Abstract 1777 | PDF Downloads 943 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1289
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Contending Remaining Useful Life Algorithms
Abstract 2168 | PDF Downloads 972 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1274
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Cross-Turbine Training of Convolutional Neural Networks for SCADA-Based Fault Detection in Wind Turbines
Abstract 1245 | PDF Downloads 829 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1205
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Data-driven Residual Generation for Early Fault Detection with Limited Data
Abstract 1268 | PDF Downloads 817 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1162
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Deep anomaly detection for industrial systems: a case study
Abstract 2358 | PDF Downloads 1135 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1186
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Deep Learning based Optical Inspection with Centralized Analysis for High Volume Smart Manufacturing
Abstract 1703 | PDF Downloads 1308 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1282
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Development of Multivariate Failure Threshold with Quantifiable Operation Risks in Machine Prognostics
Abstract 1749 | PDF Downloads 1000 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1288
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Digital Fleet Management: A Scalable Cloud Framework based on Data-driven Prediction Models
Abstract 1486 | PDF Downloads 1955 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1273
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Digital twin approach for intelligent operation planning and health management of mechanical systems
Abstract 22858 | PDF Downloads 6844 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1197
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Domain Adaptation Digital Twin for Rolling Element Bearing Prognostics
Abstract 3103 | PDF Downloads 1117 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1294
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Domain Adaptation for Structural Health Monitoring
Abstract 5196 | PDF Downloads 2115 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1184
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Domain Adversarial Transfer Learning for Generalized Tool Wear Prediction
Abstract 1716 | PDF Downloads 1841 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1137
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Efficient Sensor Placement for Health Management of a Rocket Engine Using Monte Carlo Simulation
Abstract 954 | PDF Downloads 1004 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1135
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Enhancing Fault Isolation for Health Monitoring of Electric Aircraft Propulsion by Embedding Failure Mode and Effect Analysis into Bayesian Networks
Abstract 1959 | PDF Downloads 1148 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1297
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Enhancing Railway Pantograph Carbon Strip Prognostics with Data Blending through a Time-Delay Neural Network Ensemble
Abstract 1139 | PDF Downloads 1647 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1120
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Fatigue Life Prognosis of a Light Aircraft Landing Gear Leg
Abstract 1294 | PDF Downloads 1189 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1245
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Fault Detection and Isolation for Brake Rotor Thickness Variation
Abstract 1461 | PDF Downloads 1272 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1130
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Fault Diagnosis and Isolation for Brushless Electronic Returnless Fuel Systems
Abstract 686 | PDF Downloads 1179 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1122
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Fault Diagnosis for the Perception Software in Highly Automated Vehicles and Reference Generation Based on World Model
Abstract 675 | PDF Downloads 1157 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1142
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Fault Diagnostics and Prognostics for Vehicle Springs and Stablizer Bar
Abstract 1791 | PDF Downloads 992 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1129
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Hierarchical structural health monitoring of wind turbines based on an overview of mechanical damage
Abstract 709 | PDF Downloads 744 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1149
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Integrating Model-Based and Data-Driven Simulator for Health Management of a Reusable Rocket Engine
Abstract 898 | PDF Downloads 992 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1134
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Large-scale Vibration Monitoring of Aircraft Engines from Operational Data using Self-organized Models
Abstract 2900 | PDF Downloads 2338 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1131
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Life prediction for aircraft structure based on Bayesian inference: towards a digital twin ecosystem
Abstract 2501 | PDF Downloads 5760 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1261
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Modeling exponential decay in maximum capacitance across specified flight patterns in small aircraft
Abstract 1721 | PDF Downloads 811 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1199
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New Capacitive Thermal Age Tag for Predicting Remaining Thermal Life of Multiple Products
Abstract 822 | PDF Downloads 647 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1303
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Octave-band Filtering for Convolutional Neural Network-based Diagnostics for Rotating Machinery
Abstract 1033 | PDF Downloads 1071 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1132
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On Modeling of Vibration and Crack Growth in a Rotor for Prognostics
Abstract 1121 | PDF Downloads 977 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1193
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On the application of transfer learning in prognostics and health management
Abstract 955 | PDF Downloads 986 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1300
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Overcoming Adversarial Perturbations in Data-driven Prognostics Through Semantic Structural Context-driven Deep Learning
Abstract 824 | PDF Downloads 672 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1182
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Preliminary study towards the definition of a PHM framework for the hydraulic system of a fly-by-wire helicopter
Abstract 1270 | PDF Downloads 931 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1290
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Prognosis of Wind Turbine Gearbox Bearing Failures using SCADA and Modeled Data
Abstract 2715 | PDF Downloads 1893 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1292
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Pushing Distributed Vibration Analysis to the Edge with a Low-Resolution Companding Autoencoder: Industrial IoT for PHM
Abstract 969 | PDF Downloads 883 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1119
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Real time model-based diagnosis enabled by hybrid modeling
Abstract 1296 | PDF Downloads 846 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1278
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Risk Assessment of Obstacle Collision for UAVs under off-nominal conditions
Abstract 1080 | PDF Downloads 952 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1194
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Similarity-based anomaly score for fleet-based condition monitoring
Abstract 1365 | PDF Downloads 798 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1178
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Similarity-based Feature Extraction from Vibration Data for Prognostics
Abstract 1525 | PDF Downloads 1418 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1298
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Support-Vector Machine Approach for Robust Fault Diagnosis of Electric Vehicle Permanent Magnet Synchronous Motor
Abstract 1383 | PDF Downloads 1320 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1291
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Text Classification and Tagging of United States Army Ground Vehicle Fault Descriptions in Support of Data-Driven Prognostics
Abstract 1061 | PDF Downloads 1396 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1154
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The Noisy Multipath Parallel Hybrid Model for Remaining Useful Life Estimation (NMPM)
Abstract 836 | PDF Downloads 688 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1155
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Time-of-Failure Probability Mass Function Computation Using the First-Passage-Time Method Applied to Particle Filter-based Prognostics
Abstract 1982 | PDF Downloads 824 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1299
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Towards Fault-Tolerant Strategy in Satellite Attitude Control Systems: A Review
Abstract 1865 | PDF Downloads 2533 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1272
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Unsupervised Learning based Degradation Estimation and Abnormal Working Condition Detection for a Class of Anthropomorphic Robotic Hand
Abstract 785 | PDF Downloads 472 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1169
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Validation and Refinement of a Steering Friction Increase Detection Algorithm Using Test Drive Data
Abstract 1000 | PDF Downloads 901 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1118
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Vibration Analysis for Anomaly Detection in Unmanned Aircraft
Abstract 2482 | PDF Downloads 1737 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1143
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Visualizing Corrosion in Automobiles using Generative Adversarial Networks
Abstract 913 | PDF Downloads 679 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1148
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WaveNet based Autoencoder Model: Vibration Analysis on Centrifugal Pump for Degradation Estimation.
Abstract 1033 | PDF Downloads 1584 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1167
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