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 1719 | PDF Downloads 881 | 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 3743 | PDF Downloads 1114 | 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 1230 | PDF Downloads 907 | 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 759 | PDF Downloads 726 | 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 969 | PDF Downloads 814 | 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 1369 | PDF Downloads 760 | 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 967 | PDF Downloads 730 | 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 1363 | PDF Downloads 692 | 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 1217 | PDF Downloads 2011 | 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 2127 | PDF Downloads 1354 | 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 1024 | PDF Downloads 821 | 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 1082 | PDF Downloads 683 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1136
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Complementary Meta-Reinforcement Learning for Fault-Adaptive Control
Abstract 1518 | PDF Downloads 832 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1289
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Contending Remaining Useful Life Algorithms
Abstract 1862 | PDF Downloads 862 | 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 1094 | PDF Downloads 734 | 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 1010 | PDF Downloads 718 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1162
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Deep anomaly detection for industrial systems: a case study
Abstract 2055 | PDF Downloads 1016 | 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 1546 | PDF Downloads 1190 | 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 1516 | PDF Downloads 880 | 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 1328 | PDF Downloads 1787 | 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 22711 | PDF Downloads 6740 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1197
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Domain Adaptation Digital Twin for Rolling Element Bearing Prognostics
Abstract 2741 | PDF Downloads 1002 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1294
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Domain Adaptation for Structural Health Monitoring
Abstract 4934 | PDF Downloads 1832 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1184
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Domain Adversarial Transfer Learning for Generalized Tool Wear Prediction
Abstract 1415 | PDF Downloads 1544 | 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 825 | PDF Downloads 903 | 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 1787 | PDF Downloads 1038 | 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 947 | PDF Downloads 1528 | 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 1135 | PDF Downloads 1102 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1245
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Fault Detection and Isolation for Brake Rotor Thickness Variation
Abstract 1230 | PDF Downloads 1120 | 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 572 | PDF Downloads 955 | 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 571 | PDF Downloads 1033 | 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 1470 | PDF Downloads 820 | 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 583 | PDF Downloads 666 | 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 768 | PDF Downloads 899 | 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 2510 | PDF Downloads 2239 | 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 2328 | PDF Downloads 5619 | 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 1604 | PDF Downloads 704 | 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 693 | PDF Downloads 570 | 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 886 | PDF Downloads 925 | 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 959 | PDF Downloads 870 | 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 832 | PDF Downloads 870 | 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 703 | PDF Downloads 593 | 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 1117 | PDF Downloads 795 | 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 2448 | PDF Downloads 1673 | 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 823 | PDF Downloads 787 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1119
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Real time model-based diagnosis enabled by hybrid modeling
Abstract 1038 | PDF Downloads 724 | 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 917 | PDF Downloads 826 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1194
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Similarity-based anomaly score for fleet-based condition monitoring
Abstract 1179 | PDF Downloads 699 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1178
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Similarity-based Feature Extraction from Vibration Data for Prognostics
Abstract 1231 | PDF Downloads 1324 | 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 1217 | PDF Downloads 1162 | 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 940 | PDF Downloads 1257 | 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 707 | PDF Downloads 606 | 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 1625 | PDF Downloads 715 | 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 1647 | PDF Downloads 2236 | 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 667 | PDF Downloads 418 | 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 864 | PDF Downloads 791 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1118
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Vibration Analysis for Anomaly Detection in Unmanned Aircraft
Abstract 2266 | PDF Downloads 1633 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1143
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Visualizing Corrosion in Automobiles using Generative Adversarial Networks
Abstract 783 | PDF Downloads 618 | 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 896 | PDF Downloads 1445 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1167
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