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International Journal of Prognostics and Health Management

2016: Vol 7 (Sp6)

Issues: [Issue 1] [Issue 2] [Special Issue on Smart Manufacturing PHM] [Special Issue Big Data and Analytics]

Technical Papers

Railcar Diagnostics Using Minimal-Redundancy Maximum-Relevance Feature Selection and Support Vector Machine Classification
Parham Shahidi, Dan Maraini, Brad Hopkins
International Journal of Prognostics and Health Management: Vol 7 (Special Issue Big Data and Analytics) 034, 13, 2016
abstract
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A data-driven approach for mode and anomaly detection from Spacecraft Telemetry Streams
Gautam Biswas, Hamed Khorasgani, Gerald Stanje, Abhishek Dubey, Somnath Deb, Sudipto Ghoshal
International Journal of Prognostics and Health Management: Vol 7 (Special Issue Big Data and Analytics) 033, 18, 2016
abstract
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IAMM: A Maturity Model for Measuring Industrial Analytics Capabilities in Large-scale Manufacturing Facilities
Peter O'Donovan, Ken Bruton, Dominic T.J. O'Sullivan
International Journal of Prognostics and Health Management: Vol 7 (Special Issue Big Data and Analytics) 032, 11, 2016
abstract
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Emergent behavior in a system of industrial plants detected via manifold learning
Gueorgui Mihaylov, Matteo Spallanzani
International Journal of Prognostics and Health Management: Vol 7 (Special Issue Big Data and Analytics) 030, 16, 2016
abstract
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A SOM based Anomaly Detection Method for Wind Turbines Health Management through SCADA Data
Mian Du, Shicong Ma, Qing He, Lin Cheng, Jianbo Guo, Lina Bertling Tjernberg
International Journal of Prognostics and Health Management: Vol 7 (Special Issue Big Data and Analytics) 029, 13, 2016
abstract
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A Hybrid Approach for Fusing Physics and Data for Failure Prediction
Prashanth Pillai, Anshul Kaushik, Shivanand Bhavikatti, Arjun Roy, Virendra Kumar
International Journal of Prognostics and Health Management: Vol 7 (Special Issue Big Data and Analytics) 025, 12, 2016
abstract
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Big data analytics in online structural health monitoring
Guowei Cai, Sankaran Mahadevan
International Journal of Prognostics and Health Management: Vol 7 (Special Issue Big Data and Analytics) 024, 11, 2016
abstract
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Prognostics of Combustion Instabilities from Hi-speed Flame Video using A Deep Convolutional Selective Autoencoder
International Journal of Prognostics and Health Management: Vol 7 (Special Issue Big Data and Analytics) 023, 14, 2016
abstract
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Temporal Learning in Video Data using Deep Learning and Gaussian Processes
Devesh K. Jha, Abhishek Srivastav, Asok Ray
International Journal of Prognostics and Health Management: Vol 7 (Special Issue Big Data and Analytics) 022, 11, 2016
abstract
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Wearable EEG-based Activity Recognition in PHM-related Service Environment via Deep Learning
Soumalya Sarkar, Kishore Reddy, Alex Dorgan, Cali Fidopiastis, Michael Giering
International Journal of Prognostics and Health Management: Vol 7 (Special Issue Big Data and Analytics) 021, 10, 2016
abstract
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Combining Deep Learning and Survival Analysis for Asset Health Management
Linxia Liao, Hyung-il Ahn
International Journal of Prognostics and Health Management: Vol 7 (Special Issue Big Data and Analytics) 020, 7, 2016
abstract
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