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 1421 | PDF Downloads 800 | 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 3584 | PDF Downloads 995 | 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 1106 | PDF Downloads 846 | 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 675 | PDF Downloads 659 | 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 821 | PDF Downloads 716 | 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 1191 | PDF Downloads 635 | 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 854 | PDF Downloads 671 | 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 1221 | PDF Downloads 616 | 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 1045 | PDF Downloads 1837 | 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 1753 | PDF Downloads 1228 | 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 917 | PDF Downloads 752 | 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 872 | PDF Downloads 588 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1136
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Complementary Meta-Reinforcement Learning for Fault-Adaptive Control
Abstract 1270 | PDF Downloads 704 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1289
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Contending Remaining Useful Life Algorithms
Abstract 1554 | PDF Downloads 803 | 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 983 | PDF Downloads 665 | 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 731 | PDF Downloads 650 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1162
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Deep anomaly detection for industrial systems: a case study
Abstract 1369 | PDF Downloads 946 | 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 1452 | PDF Downloads 1119 | 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 1282 | PDF Downloads 820 | 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 1178 | PDF Downloads 1630 | 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 22577 | PDF Downloads 6628 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1197
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Domain Adaptation Digital Twin for Rolling Element Bearing Prognostics
Abstract 2413 | PDF Downloads 921 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1294
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Domain Adaptation for Structural Health Monitoring
Abstract 4643 | PDF Downloads 1633 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1184
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Domain Adversarial Transfer Learning for Generalized Tool Wear Prediction
Abstract 1242 | PDF Downloads 1283 | 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 729 | PDF Downloads 804 | 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 1647 | PDF Downloads 960 | 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 730 | PDF Downloads 1439 | 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 976 | PDF Downloads 1014 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1245
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Fault Detection and Isolation for Brake Rotor Thickness Variation
Abstract 1014 | PDF Downloads 997 | 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 488 | PDF Downloads 880 | 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 490 | PDF Downloads 958 | 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 1136 | PDF Downloads 710 | 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 493 | PDF Downloads 586 | 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 693 | PDF Downloads 819 | 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 1967 | PDF Downloads 2129 | 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 2184 | PDF Downloads 5568 | 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 1466 | PDF Downloads 638 | 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 607 | PDF Downloads 537 | 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 796 | PDF Downloads 823 | 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 792 | PDF Downloads 767 | 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 734 | PDF Downloads 772 | 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 617 | PDF Downloads 552 | 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 921 | PDF Downloads 719 | 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 2202 | PDF Downloads 1445 | 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 703 | PDF Downloads 728 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1119
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Real time model-based diagnosis enabled by hybrid modeling
Abstract 854 | PDF Downloads 663 | 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 770 | PDF Downloads 757 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1194
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Similarity-based anomaly score for fleet-based condition monitoring
Abstract 1022 | PDF Downloads 640 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1178
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Similarity-based Feature Extraction from Vibration Data for Prognostics
Abstract 1011 | PDF Downloads 1256 | 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 984 | PDF Downloads 999 | 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 784 | PDF Downloads 1187 | 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 604 | PDF Downloads 551 | 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 1342 | PDF Downloads 624 | 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 1439 | PDF Downloads 1613 | 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 584 | PDF Downloads 374 | 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 749 | PDF Downloads 712 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1118
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Vibration Analysis for Anomaly Detection in Unmanned Aircraft
Abstract 2088 | PDF Downloads 1560 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1143
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Visualizing Corrosion in Automobiles using Generative Adversarial Networks
Abstract 637 | PDF Downloads 559 | 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 789 | PDF Downloads 1366 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1167
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