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

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 42 | PDF Downloads 37 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1299

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A Relearning Approach to Reinforcement Learning for control of Smart Buildings

Avisek Naug, Marcos Q'uiñones -Grueiro, Gautam Biswas
Abstract 31 | PDF Downloads 30 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1296

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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 61 | PDF Downloads 68 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1292

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Complementary Meta-Reinforcement Learning for Fault-Adaptive Control

Ibrahim Ahmed, Marcos Quiñones-Grueiro, Gautam Biswas
Abstract 17 | PDF Downloads 30 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1289

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Contending Remaining Useful Life Algorithms

Eric Bechhoefer, Marc Dube
Abstract 93 | PDF Downloads 87 | 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 44 | PDF Downloads 44 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1205

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Domain Adaptation for Structural Health Monitoring

Ali Ozdagli, Xenofon Koutsoukos
Abstract 58 | PDF Downloads 67 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1184

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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 43 | PDF Downloads 91 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1197

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

Amirhassan Abbasi, Foad Nazari, C. Nataraj
Abstract 32 | PDF Downloads 48 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1193

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

Marcos Quiñones, Timothy Darrah, Gautam Biswas, Chetan Kulkarni
Abstract 31 | PDF Downloads 52 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1190

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Deep anomaly detection for industrial systems: a case study

Feng Xue, Weizhong Yan, Tianyi Wang, Hao Huang, Bojun Feng
Abstract 37 | PDF Downloads 62 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1186

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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 114 | PDF Downloads 103 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1319

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Domain Adaptation Digital Twin for Rolling Element Bearing Prognostics

Chenyu Liu, Alexandre Mauricio, Junyu Qi, Dandan Peng, Konstantinos Gryllias
Abstract 182 | PDF Downloads 71 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1294

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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 82 | PDF Downloads 46 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1282

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Real time model-based diagnosis enabled by hybrid modeling

Ion Matei, Alexander Feldman, Johan de Kleer, Alexandre Perez
Abstract 17 | PDF Downloads 40 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1278

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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 63 | PDF Downloads 51 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1273

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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 31 | PDF Downloads 50 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1272

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Fatigue Life Prognosis of a Light Aircraft Landing Gear Leg

David Gerhardinger, Anita Domitrović, Ernest Bazijanac
Abstract 43 | PDF Downloads 30 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1245

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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 18 | PDF Downloads 35 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1134

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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 18 | PDF Downloads 31 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1135

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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 22 | PDF Downloads 32 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1170

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Data-driven Residual Generation for Early Fault Detection with Limited Data

Hamed Khorasgani, Ahmed Farahat, Chetan Gupta
Abstract 31 | PDF Downloads 51 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1162

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Visualizing Corrosion in Automobiles using Generative Adversarial Networks

Andre Von Zuben, Renato Nascimento, Felipe Viana
Abstract 21 | PDF Downloads 25 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1148

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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 20 | PDF Downloads 31 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1147

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Automatic detection of rare observations during production tests using statistical models

Alex Mourer, Jérôme Lacaille, Madalina Olteanu, Marie Chavent
Abstract 23 | PDF Downloads 32 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1136

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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 29 | PDF Downloads 37 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1133

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Fault Detection and Isolation for Brake Rotor Thickness Variation

Xinyu Du, Lichao Mai, Hamed Kazemi , Hossein Sadjadi
Abstract 25 | PDF Downloads 32 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1130

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Similarity-based anomaly score for fleet-based condition monitoring

Kilian Hendrickx, Wannes Meert, Bram Cornelis, Konstantinos Gryllias, Jesse Davis
Abstract 30 | PDF Downloads 50 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1178

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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 98 | PDF Downloads 98 | DOI https://doi.org/10.36001/phmconf.2020.v12i1.1131

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