Vol. 9 No. 1 (2018): International Journal of Prognostics and Health Management

Published: 2018-01-01

Technical Papers

Hierarchical Reasoning about Faults in Cyber-Physical Energy Systems using Temporal Causal Diagrams

Ajay D Chhokra, Nagabhushan Mahadevan, Abhishek Dubey, Saqib Hasan, Daniel Balasubramanian, Gabor Karsai
Abstract 538 | PDF Downloads 334 | DOI https://doi.org/10.36001/ijphm.2018.v9i1.2669
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A Novel Method for Sensor Data Validation based on the analysis of Wavelet Transform Scalograms

Francesco Cannarile, Piero Baraldi, Pierluigi Colombo, Enrico Zio
Abstract 565 | PDF Downloads 388 | DOI https://doi.org/10.36001/ijphm.2018.v9i1.2670
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Traffic System Anomaly Detection using Spatiotemporal Pattern Networks

Tingting Huang, Chao Liu, Anuj Sharma, Soumik Sarkar
Abstract 642 | PDF Downloads 521 | DOI https://doi.org/10.36001/ijphm.2018.v9i1.2671
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Predicting Remaining Useful Life using Time Series Embeddings based on Recurrent Neural Networks

Narendhar Gugulothu, Vishnu TV, Pankaj Malhotra, Lovekesh Vig, Puneet Agarwal, Gautam Shroff
Abstract 770 | PDF Downloads 862 | DOI https://doi.org/10.36001/ijphm.2018.v9i1.2689
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A Method for Automated Cavitation Detection with Adaptive Thresholds

Seth W. Gregg, John P.H. Steele, Douglas L. Van Bossuyt
Abstract 599 | PDF Downloads 478 | DOI https://doi.org/10.36001/ijphm.2018.v9i1.2691
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Diagnosing and PredictingWind Turbine Faults from SCADA Data Using Support Vector Machines

Kevin Leahy, R. Lily Hu, Ioannis C. Konstantakopoulos, Costas J. Spanos, Alice M. Agogino, Dominic T. J. O’Sullivan
Abstract 1080 | PDF Downloads 760 | DOI https://doi.org/10.36001/ijphm.2018.v9i1.2692
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On-board Clutch Slippage Detection and Diagnosis in Heavy Duty Machine

Elisabeth K¨allstr¨om, Tomas Olsson, John Lindstr¨om, Lars Hakansson, Jonas Larsson
Abstract 651 | PDF Downloads 849 | DOI https://doi.org/10.36001/ijphm.2018.v9i1.2693
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Feature level fusion of vibration and acoustic emission signals in tool condition monitoring using machine learning classifiers

P. Krishnakumar, K. Rameshkumar, K. I. Ramachandran
Abstract 1152 | PDF Downloads 917 | DOI https://doi.org/10.36001/ijphm.2018.v9i1.2694
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A Review of Data-Driven Oil and Gas Pipeline Pitting Corrosion Growth Models Applicable for Prognostic and Health Management

Roohollah Heidary, Steven A. Gabriel, Mohammad Modarres, Katrina M. Groth, Nader Vahdati
Abstract 1354 | PDF Downloads 1227 | DOI https://doi.org/10.36001/ijphm.2018.v9i1.2695
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Bayesian based Prognostic Model for Predictive Maintenance of Offshore Wind Farms

Masoud Asgarpour, John Dalsgaard Sørensen
Abstract 540 | PDF Downloads 494 | DOI https://doi.org/10.36001/ijphm.2018.v9i1.2696
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Bayesian Stochastic Neural Network Model for Turbomachinery Damage Prediction

Shuhua Yang, Xiaomo Jiang, Shengli Xu, Xiaofang Wang
Abstract 566 | PDF Downloads 445 | DOI https://doi.org/10.36001/ijphm.2018.v9i1.2697
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Enhanced production surveillance using probabilistic dynamic models

Ashutosh Tewari, Stijn de Waele, Niranjan Subrahmanya
Abstract 507 | PDF Downloads 418 | DOI https://doi.org/10.36001/ijphm.2018.v9i1.2698
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Selecting Suitable Candidates for Predictive Maintenance

W. W. Tiddens, A.J.J. Braaksma, T. Tinga
Abstract 1280 | PDF Downloads 1789 | DOI https://doi.org/10.36001/ijphm.2018.v9i1.2699
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Verification of Prognostic Algorithms to Predict Remaining Flying Time for Electric Unmanned Vehicles

Edward F. Hogge, Brian M. Bole, Sixto L. Vazquez, Chetan S. Kulkarni, Thomas H. Strom, Boyd L. Hill, Kyle M. Smalling, Cuong C. Quach
Abstract 608 | PDF Downloads 460 | DOI https://doi.org/10.36001/ijphm.2018.v9i1.2700
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Traffic sensor health monitoring using spatiotemporal graphical modeling

Linjiang Wu, Chao Liu, Tingting Huang, Anuj Sharma, Soumik Sarkar
Abstract 516 | PDF Downloads 364 | DOI https://doi.org/10.36001/ijphm.2018.v9i1.2701
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Performance Assessment of a Wind Turbine Using SCADA based Gaussian Process Model

Ravi Kumar Pandit, David Infield
Abstract 585 | PDF Downloads 583 | DOI https://doi.org/10.36001/ijphm.2018.v9i1.2702
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