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 |
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 Peña, 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 |
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 |
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 |
Electricity clustering framework for automatic classification of customer loads F Biscarri, I Monedero, A Garcia, JI Guerrero, C Leon Expert Systems with applications 86, 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 |
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 |
Decision support system in health care building design based on case-based reasoning and reinforcement learning JI Guerrero, G Miró-Amarante, A Martín Experty Systems with Applications 187 (116037), 7, 2021 | 28 | 2021 |
An approach to detection of tampering in water meters I Monedero, F Biscarri, JI Guerrero, M Roldán, C León Procedia Computer Science 60, 413-421, 2015 | 28 | 2015 |
Using regression analysis to identify patterns of non-technical losses on power utilities I Monedero, F Biscarri, C León, JI Guerrero, J Biscarri, R Millán International Conference on Knowledge-Based and Intelligent Information and …, 2010 | 27 | 2010 |
Increasing the efficiency in non-technical losses detection in utility companies JI Guerrero, C León, F Biscarri, I Monedero, J Biscarri, R Millán Melecon 2010-2010 15th IEEE Mediterranean Electrotechnical Conference, 136-141, 2010 | 26 | 2010 |
A Mining Framework to Detect Non-technical Losses in Power Utilities. F Biscarri, I Monedero, C León, JI Guerrero, J Biscarri, R Millán ICEIS (2), 96-101, 2009 | 26 | 2009 |
A data mining method based on the variability of the customer consumption-A special application on electric utility companies F Biscarri, I Monedero, C León, JI Guerrero, J Biscarri, R Millán International Conference on Enterprise Information Systems 2, 370-374, 2008 | 24 | 2008 |
Detection of water meter under-registration using statistical algorithms I Monedero, F Biscarri, JI Guerrero, M Peña, M Roldán, C León Journal of Water Resources Planning and Management 142 (1), 04015036, 2016 | 18 | 2016 |
Distributed charging prioritization methodology based on evolutionary computation and virtual power plants to integrate electric vehicle fleets on smart grids JI Guerrero, E Personal, A García, A Parejo, F Pérez, C León Energies 12 (12), 2402, 2019 | 14 | 2019 |
Flexibility services based on openadr protocol for dso level JI Guerrero Alonso, E Personal, S García, A Parejo, M Rossi, A García, ... Sensors 20 (21), 6266, 2020 | 13 | 2020 |