Predicting the need for vehicle compressor repairs using maintenance records and logged vehicle data R Prytz, S Nowaczyk, T Rögnvaldsson, S Byttner Engineering applications of artificial intelligence 41, 139-150, 2015 | 214 | 2015 |
Machine learning methods for vehicle predictive maintenance using off-board and on-board data R Prytz Halmstad University Press, 2014 | 117 | 2014 |
Self-monitoring for maintenance of vehicle fleets T Rögnvaldsson, S Nowaczyk, S Byttner, R Prytz, M Svensson Data mining and knowledge discovery 32, 344-384, 2018 | 46 | 2018 |
Analysis of truck compressor failures based on logged vehicle data R Prytz, S Nowaczyk, T Rögnvaldsson, S Byttner 9th International Conference on Data Mining, Las Vegas, Nevada, USA, July 22 …, 2013 | 38 | 2013 |
Towards a machine learning algorithm for predicting truck compressor failures using logged vehicle data S Nowaczyk, R Prytz, T Rögnvaldsson, S Byttner Twelfth Scandinavian Conference on Artificial Intelligence, 205-214, 2013 | 28 | 2013 |
Towards relation discovery for diagnostics R Prytz, S Nowaczyk, S Byttner Proceedings of the First International Workshop on Data Mining for Service …, 2011 | 19 | 2011 |
A field test with self-organized modeling for knowledge discovery in a fleet of city buses S Byttner, S Nowaczyk, R Prytz, T Rögnvaldsson 2013 IEEE International Conference on Mechatronics and Automation, 896-901, 2013 | 11 | 2013 |
Importance weighting of diagnostic trouble codes for anomaly detection DR Ferreira, T Scholz, R Prytz Machine Learning, Optimization, and Data Science: 6th International …, 2020 | 9 | 2020 |
Method for monitoring the operation of a component R Prytz US Patent 10,198,334, 2019 | 7 | 2019 |
Machine learning methods for vehicle predictive maintenance using off-board and on-board data (Doctoral dissertation, Halmstad University Press) R Prytz | 6 | 2014 |
Wisdom of crowds for self-organized intelligent monitoring of vehicle fleets T Rognvaldsson, S Byttner, R Prytz, S Nowaczyk, M Svensson IEEE Trans. Knowl. Data Eng.(TKDE), 2014 | 5 | 2014 |
Ideas for fault detection using relation discovery S Nowaczyk, S Byttner, R Prytz The 27th annual workshop of the Swedish Artificial Intelligence Society …, 2012 | 4 | 2012 |
Method for monitoring the operation of a sensor N Karlsson, M Svensson, S Nowaczyk, S Byttner, R Prytz, ... US Patent 10,109,118, 2018 | 2 | 2018 |
Long-term Evaluation of the State-of-Health of Traction Lithium-ion Batteries in Operational Buses M Simão, R Prytz, S Nowaczyk International Journal of Prognostics and Health Management 13 (1), 2022 | 1 | 2022 |
Attention horizon as a predictor for the fuel consumption rate of drivers H Sarmadi, S Nowaczyk, R Prytz, M Simão Sensors 22 (6), 2301, 2022 | 1 | 2022 |
Wisdom of Crowds for Intelligent Monitoring of Vehicle Fleets T Rögnvaldsson, S Byttner, R Prytz, S Nowaczyk, M Svensson | 1 | 2015 |
Method for a vehicle O Lindgärde, R Prytz, B Daniel US Patent 10,296,674, 2019 | | 2019 |
On-Board Model Based Diagnosis Based on an Off-Board Engine Simulation Model O Lindgarde, R Prytz SAE Technical Paper, 2014 | | 2014 |
ReDi2Service (Remote Diagnostics Tools and Services) S Byttner, N Karlsson, S Nowaczyk, R Prytz, T Rögnvaldsson CAISR, 26, 0 | | |