Vol. 12 No. 1 (2020): Proceedings of the Annual Conference of the PHM Society 2020

Edited by:
Abhinav Saxena

Published: 2020-11-03

Technical Papers

A decision-making framework for safe operations of unmanned aerial vehicles in urban scenarios

Marcos Quiñones, Timothy Darrah, Gautam Biswas, Chetan Kulkarni
Abstract 68 | PDF Downloads 108 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1190

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A Novel Orbit-based CNN Model for Automatic Fault Identification of Rotating Machines

Xiaomo Jiang, Fumin Wang, Haixin Zhao, Shengli Xu, Lin Lin
Abstract 47 | PDF Downloads 56 | 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

Avisek Naug, Marcos Q'uiñones -Grueiro, Gautam Biswas
Abstract 72 | PDF Downloads 60 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1296

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Acoustic emission based condition monitoring study of piston rod seals by varying speed and pressure parameters

Vignesh Vishnudas Shanbhag, Thomas Meyer, Leo Caspers, Rune Schlanbusch
Abstract 56 | PDF Downloads 71 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1133

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Aircraft Troubleshooting Optimization Using Case-based Reasoning and Decision Analysis

Gustavo Borba Evangelista, Guilherme Conceição Rocha, Wlamir Olivares Loesch Vianna
Abstract 68 | PDF Downloads 71 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1170

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An LSTM-Based Online Prediction Method for Building Electric Load During COVID-19

Hao Tu, Srdjan Lukic, Abhishek Dubey, Gabor Karsai
Abstract 174 | PDF Downloads 151 | 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

Alex Mourer, Jérôme Lacaille, Madalina Olteanu, Marie Chavent
Abstract 66 | PDF Downloads 66 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1136

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Complementary Meta-Reinforcement Learning for Fault-Adaptive Control

Ibrahim Ahmed, Marcos Quiñones-Grueiro, Gautam Biswas
Abstract 67 | PDF Downloads 48 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1289

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Contending Remaining Useful Life Algorithms

Eric Bechhoefer, Marc Dube
Abstract 152 | PDF Downloads 131 | 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

Markus Ulmer, Eskil Jarlskog, Gianmarco Pizza, Lilach Goren Huber
Abstract 126 | PDF Downloads 83 | 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

Hamed Khorasgani, Ahmed Farahat, Chetan Gupta
Abstract 74 | PDF Downloads 90 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1162

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Deep anomaly detection for industrial systems: a case study

Feng Xue, Weizhong Yan, Tianyi Wang, Hao Huang, Bojun Feng
Abstract 119 | PDF Downloads 124 | 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

Guoyi Li, Chao Feng, Addishiwot Woldesenbet, Bruce King, Hamid Hadavi, Vikasini Moku, Kurt Loken, Gary Kunkel
Abstract 193 | PDF Downloads 102 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1282

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Digital Fleet Management: A Scalable Cloud Framework based on Data-driven Prediction Models

Sherin Thomas, Abhishek Dubey , Daniel E Viassolo, Magson Zanette
Abstract 146 | PDF Downloads 315 | 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

Pranav Karve, Yulin Guo, Berkcan Kapusuzoglu, Sankaran Mahadevan, Mulugeta Haile
Abstract 4608 | PDF Downloads 143 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1197

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Domain Adaptation Digital Twin for Rolling Element Bearing Prognostics

Chenyu Liu, Alexandre Mauricio, Junyu Qi, Dandan Peng, Konstantinos Gryllias
Abstract 339 | PDF Downloads 133 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1294

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Domain Adaptation for Structural Health Monitoring

Ali Ozdagli, Xenofon Koutsoukos
Abstract 3035 | PDF Downloads 125 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1184

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Efficient Sensor Placement for Health Management of a Rocket Engine Using Monte Carlo Simulation

Noriyasu Omata, Daiwa Satoh, Seiji Tsutsumi, Kaname Kawatsu, Masaharu Abe
Abstract 61 | PDF Downloads 66 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1135

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Fatigue Life Prognosis of a Light Aircraft Landing Gear Leg

David Gerhardinger, Anita Domitrović, Ernest Bazijanac
Abstract 103 | PDF Downloads 82 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1245

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Fault Detection and Isolation for Brake Rotor Thickness Variation

Xinyu Du, Lichao Mai, Hamed Kazemi , Hossein Sadjadi
Abstract 60 | PDF Downloads 75 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1130

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Integrating Model-Based and Data-Driven Simulator for Health Management of a Reusable Rocket Engine

Daiwa Satoh, Noriyasu Omata, Miki Hirabayashi, Seiji Tsutsumi, Kaname Kawatsu, Masaharu Abe
Abstract 70 | PDF Downloads 84 | 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

Florent Forest, Quentin Cochard, Cecile Noyer, Marc Joncour, Jérôme Lacaille, Mustapha Lebbah, Hanene Azzag
Abstract 182 | PDF Downloads 184 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1131

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On Modeling of Vibration and Crack Growth in a Rotor for Prognostics

Amirhassan Abbasi, Foad Nazari, C. Nataraj
Abstract 108 | PDF Downloads 93 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1193

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Prognosis of Wind Turbine Gearbox Bearing Failures using SCADA and Modeled Data

Arch Desai, Yi Guo, Shawn Sheng, Shawn Sheng, Caleb Phillips, Lindy Williams
Abstract 300 | PDF Downloads 179 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1292

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Real time model-based diagnosis enabled by hybrid modeling

Ion Matei, Alexander Feldman, Johan de Kleer, Alexandre Perez
Abstract 46 | PDF Downloads 72 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1278

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Similarity-based anomaly score for fleet-based condition monitoring

Kilian Hendrickx, Wannes Meert, Bram Cornelis, Konstantinos Gryllias, Jesse Davis
Abstract 98 | PDF Downloads 93 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1178

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Support-Vector Machine Approach for Robust Fault Diagnosis of Electric Vehicle Permanent Magnet Synchronous Motor

Chunheng Zhao, Yi Li, Matthew Wessner, Chinmay Rathod, Pierluigi Pisu
Abstract 84 | PDF Downloads 100 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1291

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Time-of-Failure Probability Mass Function Computation Using the First-Passage-Time Method Applied to Particle Filter-based Prognostics

Francisco Roberto Jaramillo Montoya, Martín Valderrama, Vanessa Quintero, Aramis Pérez, Marcos Orchard
Abstract 96 | PDF Downloads 79 | 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

Hicham HENNA, Houari TOUBAKH, Mohamed Redouane Kafi, Moamar SAYED-MOUCHAWEH
Abstract 95 | PDF Downloads 95 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1272

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Visualizing Corrosion in Automobiles using Generative Adversarial Networks

Andre Von Zuben, Renato Nascimento, Felipe Viana
Abstract 58 | PDF Downloads 56 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1148

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