Detection of frauds and other non-technical losses in a power utility using Pearson coefficient, Bayesian networks and decision trees I Monedero, F Biscarri, C León, JI Guerrero, J Biscarri, R Millán International Journal of Electrical Power & Energy Systems 34 (1), 90-98, 2012 | 210 | 2012 |
Classification of electrical disturbances in real time using neural networks I Monedero, C Leon, J Ropero, A Garcia, JM Elena, JC Montano IEEE Transactions on Power Delivery 22 (3), 1288-1296, 2007 | 176 | 2007 |
Rule-based system to detect energy efficiency anomalies in smart buildings, a data mining approach M Peña, F Biscarri, JI Guerrero, I Monedero, C León Expert Systems with Applications 56, 242-255, 2016 | 135 | 2016 |
Key performance indicators: A useful tool to assess Smart Grid goals E Personal, JI Guerrero, A Garcia, M Pena, C Leon Energy 76, 976-988, 2014 | 107 | 2014 |
Improving knowledge-based systems with statistical techniques, text mining, and neural networks for non-technical loss detection JI Guerrero, C León, I Monedero, F Biscarri, J Biscarri Knowledge-Based Systems 71, 376-388, 2014 | 104 | 2014 |
A retrospective analysis of the impact of the COVID-19 restrictions on energy consumption at a disaggregated level S García, A Parejo, E Personal, JI Guerrero, F Biscarri, C León Applied energy 287, 116547, 2021 | 93 | 2021 |
Non-technical losses reduction by improving the inspections accuracy in a power utility JI Guerrero, I Monedero, F Biscarri, J Biscarri, R Millán, C León IEEE Transactions on Power Systems 33 (2), 1209-1218, 2018 | 93 | 2018 |
Using artificial intelligence in routing schemes for wireless networks J Barbancho, C León, FJ Molina, A Barbancho Computer Communications 30 (14-15), 2802-2811, 2007 | 93 | 2007 |
Variability and trend-based generalized rule induction model to NTL detection in power companies C León, F Biscarri, I Monedero, JI Guerrero, J Biscarri, R Millán IEEE Transactions on Power Systems 26 (4), 1798-1807, 2011 | 88 | 2011 |
Midas: Detection of non-technical losses in electrical consumption using neural networks and statistical techniques Í Monedero, F Biscarri, C León, J Biscarri, R Millán International Conference on Computational Science and Its Applications, 725-734, 2006 | 81 | 2006 |
EXPLORE—Hybrid expert system for water networks management C León, S Martín, JM Elena, J Luque Journal of Water Resources Planning and Management 126 (2), 65-74, 2000 | 73 | 2000 |
Integrated expert system applied to the analysis of non-technical losses in power utilities C León, F Biscarri, I Monedero, JI Guerrero, J Biscarri, R Millán Expert systems with applications 38 (8), 10274-10285, 2011 | 65 | 2011 |
Energy efficient wireless sensor network communications based on computational intelligent data fusion for environmental monitoring DF Larios, J Barbancho, G Rodríguez, JL Sevillano, FJ Molina, C León IET communications 6 (14), 2189-2197, 2012 | 63 | 2012 |
Development of an energy management system for a naphtha reforming plant: A data mining approach D Velázquez, R González-Falcón, L Pérez-Lombard, LM Gallego, ... Energy conversion and management 67, 217-225, 2013 | 60 | 2013 |
Electricity clustering framework for automatic classification of customer loads CL F. Biscarri , I. Monedero, A. García, J. I. Guerrero Expert Systems with applications 88, 54-63, 2017 | 58* | 2017 |
Heterogeneous data source integration for smart grid ecosystems based on metadata mining JI Guerrero, A García, E Personal, J Luque, C León Expert Systems with Applications 79, 254-268, 2017 | 54 | 2017 |
LIS: Localization based on an intelligent distributed fuzzy system applied to a WSN DF Larios, J Barbancho, FJ Molina, C León Ad Hoc Networks 10 (3), 604-622, 2012 | 52 | 2012 |
A new QoS routing algorithm based on self-organizing maps for wireless sensor networks J Barbancho, C León, FJ Molina, A Barbancho Telecommunication Systems 36, 73-83, 2007 | 48 | 2007 |
A comparison of impedance-based fault location methods for power underground distribution systems E Personal, A García, A Parejo, DF Larios, F Biscarri, C León Energies 9 (12), 1022, 2016 | 47 | 2016 |
Decision system based on neural networks to optimize the energy efficiency of a petrochemical plant I Monedero, F Biscarri, C León, JI Guerrero, R González, ... Expert Systems with Applications 39 (10), 9860-9867, 2012 | 46 | 2012 |