- Performance Benchmarking and Analysis of Prognostic Methods for CMAPSS Datasets:
https://www.phmsociety.org/sites/phmsociety.org/files/phm_submission/2014/ijphm_14_014.pdf - Major Challenges in Prognostics: Study on Benchmarking Prognostics Datasets: http://ftp.phmsociety.org/sites/phmsociety.org/files/phm_submission/2012/phmce_12_004.pdf
- Remaining Useful Life Prediction of Gas Turbine Engine using Autoregressive Model: https://www.matec-conferences.org/articles/matecconf/pdf/2017/45/matecconf_ses2017_04014.pdf
- System Failures of Offshore Gas Turbine Engines in Maintenance Perspective:
https://www.sciencedirect.com/science/article/pii/S2405896316324740 - NEXT GENERATION CONDITION BASED PREDICTIVE MAINTENANCE:
http://conferences.chalmers.se/index.php/SPS/SPS14/paper/viewFile/1742/414 - A Survey of Predictive Modelling under Imbalanced Distributions:
https://arxiv.org/pdf/1505.01658.pdf - CGnal Research: https://arxiv.org/pdf/1701.03633.pdf
- Log-based Predictive Maintenance: https://astro.temple.edu/~tua63862/indg0371-sipos.pdf
- Event Detection and Predictive Maintenance using Component Echo State Networks:
http://lup.lub.lu.se/luur/download?func=downloadFile&recordOId=8931445&fileOId=8931448 - An Effective Predictive Maintenance Approach based on Historical Maintenance Data using a Probabilistic Risk Assessment: PHM14 Data Challenge:
http://ftp.phmsociety.org/sites/phmsociety.org/files/phm_submission/2014/ijphm_14_018.pdf - Machine Learning for Predictive Maintenance: a Multiple Classifier Approach:
https://pure.qub.ac.uk/portal/files/17844756/machine.pdf
- capgemini: https://www.capgemini.com/in-en/wp-content/uploads/sites/6/2017/08/predictive_maintenance_a_starting_point_to_the_digital_manufacturing_journey.pdf
- iot-analytics: http://iot-analytics.com/wp/wp-content/uploads/2017/03/Predictive-Maintenance-Market-Report-2017-2022-Mar-2017-vSAMPLE.pdf
- presidion: http://www.presidion.com/wp-content/uploads/2017/07/1609_Webinar_Transforming-Maintenance-with-Predictive-Analytics.pdf
- deloitte: https://www2.deloitte.com/content/dam/Deloitte/de/Documents/deloitte-analytics/Deloitte_Predictive-Maintenance_PositionPaper.pdf
- MindIT: http://www.remenergy.it/admin/wp-content/uploads/08-REM2018_Bonfietti_MindIT.pdf