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Juan I. Guerrero
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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
2102012
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
1352016
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
1072014
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
1042014
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
932021
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
932018
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
882011
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
652011
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
582017
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
542017
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
462012
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
282021
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
282015
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
272010
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
262010
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
262009
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
242008
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
182016
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
142019
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
132020
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