| Fault detection and identification methodology under an incremental learning framework applied to industrial machinery JA Carino, M Delgado-Prieto, JA Iglesias, A Sanchis, D Zurita, M Millan, ... IEEE access 6, 49755-49766, 2018 | 45 | 2018 |
| Remaining useful life estimation of ball bearings by means of monotonic score calibration JA Carino, D Zurita, M Delgado, JA Ortega, RJ Romero-Troncoso 2015 ieee international conference on industrial technology (icit), 1752-1758, 2015 | 34 | 2015 |
| Enhanced industrial machinery condition monitoring methodology based on novelty detection and multi-modal analysis JA Carino, M Delgado-Prieto, D Zurita, M Millan, JAO Redondo, ... IEEE access 4, 7594-7604, 2016 | 30 | 2016 |
| Industrial time series modelling by means of the neo-fuzzy neuron D Zurita, M Delgado, JA Carino, JA Ortega, G Clerc IEEE access 4, 6151-6160, 2016 | 30 | 2016 |
| Distributed neuro-fuzzy feature forecasting approach for condition monitoring D Zurita, JA Carino, M Delgado, JA Ortega Proceedings of the 2014 IEEE Emerging Technology and Factory Automation …, 2014 | 22 | 2014 |
| Multimodal forecasting methodology applied to industrial process monitoring D Zurita, M Delgado, JA Carino, JA Ortega IEEE Transactions on Industrial Informatics 14 (2), 494-503, 2017 | 19 | 2017 |
| Thermography-based methodology for multifault diagnosis on kinematic chain M Delgado-Prieto, JA Carino-Corrales, JJ Saucedo-Dorantes, ... IEEE Transactions on Industrial Informatics 14 (12), 5553-5562, 2018 | 18 | 2018 |
| Vibration signal forecasting on rotating machinery by means of signal decomposition and neurofuzzy modeling D Zurita-Millán, M Delgado-Prieto, JJ Saucedo-Dorantes, ... Shock and Vibration 2016, 2016 | 14 | 2016 |
| Incremental novelty detection and fault identification scheme applied to a kinematic chain under non-stationary operation JA Cariño, M Delgado-Prieto, D Zurita, A Picot, JA Ortega, ... ISA transactions 97, 76-85, 2020 | 13 | 2020 |
| Improving the energy efficiency of industrial refrigeration systems by means of data-driven load management J Cirera, JA Carino, D Zurita, JA Ortega Processes 8 (9), 1106, 2020 | 12 | 2020 |
| Novelty detection methodology based on multi-modal one-class support vector machine JA Carino, D Zurita, A Picot, M Delgado, JA Ortega, RJ Romero-Troncoso 2015 IEEE 10th International Symposium on Diagnostics for Electrical …, 2015 | 10 | 2015 |
| Vibration-based adaptive novelty detection method for monitoring faults in a kinematic chain JA Cariño-Corrales, JJ Saucedo-Dorantes, D Zurita-Millan, ... Shock and vibration 2016, 2016 | 8 | 2016 |
| Data-driven operation performance evaluation of multi-chiller system using self-organizing maps J Cirera, M Quiles, JA Carino, D Zurita, JA Ortega 2018 IEEE International Conference on Industrial Technology (ICIT), 2099-2104, 2018 | 7 | 2018 |
| Data analytics for performance evaluation under uncertainties applied to an industrial refrigeration plant J Cirera, JA Carino, D Zurita, JA Ortega IEEE access 7, 64127-64135, 2019 | 6 | 2019 |
| Novelty detection based condition monitoring scheme applied to electromechanical systems M Delgado-Prieto, JA Carino, JJ Saucedo-Dorantes, RA Osornio-Rios, ... 2018 IEEE 23rd International Conference on Emerging Technologies and Factory …, 2018 | 6 | 2018 |
| Industrial process monitoring by means of recurrent neural networks and self organizing maps D Zurita, E Sala, JA Carino, M Delgado, JA Ortega 2016 IEEE 21st International Conference on Emerging Technologies and Factory …, 2016 | 5 | 2016 |
| Novel methodology for improving performance of sensorless speed observers in induction motors at variable load conditions JA Carino-Corrales, OJ Osuna-Paez, J Villalpando-Osuna, ... IECON 2012-38th Annual Conference on IEEE Industrial Electronics Society …, 2012 | 5 | 2012 |
| Hierarchical classification scheme based on identification, isolation and analysis of conflictive regions JA Carino, D Zurita, M Delgado, JA Ortega, RJ Romero-Troncoso Proceedings of the 2014 IEEE Emerging Technology and Factory Automation …, 2014 | 4 | 2014 |
| A data-driven-based industrial refrigeration optimization method considering demand forecasting J Cirera, JA Carino, D Zurita, JA Ortega Processes 8 (5), 617, 2020 | 3 | 2020 |
| Industrial machinery diagnosis by means of normalized time-frequency maps A Picot, D Zurita, J Cariño, E Fournier, J Régnier, JA Ortega 2015 IEEE 10th International Symposium on Diagnostics for Electrical …, 2015 | 3 | 2015 |
