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 444 | PDF Downloads 291 | 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 451 | PDF Downloads 338 | 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 503 | PDF Downloads 467 | 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 662 | PDF Downloads 822 | 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 482 | PDF Downloads 412 | 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 956 | PDF Downloads 687 | 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 528 | PDF Downloads 769 | 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 980 | PDF Downloads 851 | 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 1213 | PDF Downloads 1077 | 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 445 | PDF Downloads 442 | 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 474 | PDF Downloads 412 | 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 401 | PDF Downloads 371 | 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 1156 | PDF Downloads 1667 | 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 502 | PDF Downloads 413 | 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 428 | PDF Downloads 330 | 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 490 | PDF Downloads 517 | DOI https://doi.org/10.36001/ijphm.2018.v9i1.2702
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