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 433 | PDF Downloads 287 | 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 433 | PDF Downloads 335 | 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 495 | PDF Downloads 459 | 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 655 | PDF Downloads 810 | 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 467 | PDF Downloads 403 | 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 943 | PDF Downloads 663 | 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 514 | PDF Downloads 751 | 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 964 | PDF Downloads 839 | 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 1199 | PDF Downloads 1049 | 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 441 | PDF Downloads 430 | 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 466 | PDF Downloads 410 | 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 397 | PDF Downloads 368 | 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 1143 | PDF Downloads 1638 | 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 495 | PDF Downloads 408 | 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 422 | PDF Downloads 320 | 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 479 | PDF Downloads 508 | DOI https://doi.org/10.36001/ijphm.2018.v9i1.2702
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