NombreGuerrero Alonso, Juan Ignacio
DepartamentoTecnología Electrónica
Área de conocimientoTecnología Electrónica
Categoría profesionalProfesor Titular de Universidad
Correo electrónicoSolicitar
           
  • Nº publicaciones

    48

  • Nº visitas

    3983

  • Nº descargas

    5897


 

Artículo
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Probabilistic Forecasting Framework Oriented to Distribution Networks and Microgrids

Parejo Matos, Antonio; García Caro, Sebastián; Personal Vázquez, Enrique; Guerrero Alonso, Juan Ignacio; Carrasco Muñoz, Alejandro; León de Mora, Carlos (Institute of Electrical and Electronics Engineers Inc., 2024)
In electrical distribution networks an adequate management is key for supporting the deployment of renewable generation ...
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Data Acquisition for Condition Monitoring in Tactical Vehicles: On-Board Computer Development

Ochando Terreros, Francisco José; Cantero Obregón, Antonio; Guerrero Alonso, Juan Ignacio; León de Mora, Carlos (MDPI, 2023)
This paper outlines the development of an onboard computer prototype for data registration, storage, transformation, and ...
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A General-Purpose Distributed Analytic Platform Based on Edge Computing and Computational Intelligence Applied on Smart Grids

Guerrero Alonso, Juan Ignacio; Martín Montes, Antonio; Parejo Matos, Antonio; Larios Marín, Diego Francisco; Molina Cantero, Francisco Javier; León de Mora, Carlos (MDPI, 2023)
Currently, in many data landscapes, the information is distributed across various sources and presented in diverse formats. ...
Ponencia
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Performance of Raspberry Pi during Blockchain Execution using Proof of Authority Consensus

Guerra Coronado, Javier Antonio; Guerrero Alonso, Juan Ignacio; Gallardo Soto, Alejandro; Larios Marín, Diego Francisco; León de Mora, Carlos (ScitePress Digital Library, 2022)
Raspberry Pi is one of the most popular devices for research in many different fields. It is proposed to analyse its ...
Artículo
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Design and Evaluation of a Heterogeneous Lightweight Blockchain-Based Marketplace

Guerra Coronado, Javier Antonio; Guerrero Alonso, Juan Ignacio; García Caro, Sebastián; Domínguez Cid, Samuel; Larios Marín, Diego Francisco; León de Mora, Carlos (MDPI, 2022)
The proposal of this paper is to introduce a low-level blockchain marketplace, which is a blockchain where participants ...
Artículo
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Decision support system in health care building design based on case-based reasoning and reinforcement learning

Guerrero Alonso, Juan Ignacio; Miró Amarante, Gloria; Martín Montes, Antonio (Elsevier, 2021)
The health care building designing is a very difficult process in which there are a great quantity of parameters and ...
Ponencia
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Impacto del Coronavirus desde el punto de vista eléctrico

García Caro, Sebastián; Parejo Matos, Antonio; Personal Vázquez, Enrique; Guerrero Alonso, Juan Ignacio; Biscarri Triviño, Félix; León de Mora, Carlos (3Ciencias, 2021)
La pandemia de COVID-19 ha causado problemas en todo el mundo. Para controlar la propagación del virus, algunos gobiernos ...
Ponencia
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Análisis de consumo energético de redes Blockchain en dispositivos embebidos de bajo consumo

Guerra Coronado, Javier Antonio; Guerrero Alonso, Juan Ignacio; Domínguez-Cid, Samuel; Fernández Valderrama, Daniel; Larios Marín, Diego Francisco; León de Mora, Carlos (3Ciencias, 2021)
Se presenta un estudio para la integración de dispositivos embebidos IoT (Internet of Things), que son capaces de gestionar ...
Ponencia
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Método heurístico de predicción de consumo eléctrico con corrección por temperatura en una red de distribución

Parejo Matos, Antonio; García Caro, Sebastián; Personal Vázquez, Enrique; Guerrero Alonso, Juan Ignacio; García Delgado, Antonio; León de Mora, Carlos (3Ciencias, 2021)
La gestión de los sistemas de distribución eléctricos tiene un gran número de complicaciones. Desde problemas de congestión ...
Ponencia
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Effect of the COVID-19 pandemic at secondary power distribution

García Caro, Sebastián; Parejo Matos, Antonio; Personal Vázquez, Enrique; Guerrero Alonso, Juan Ignacio; Biscarri Triviño, Félix; León de Mora, Carlos (Applied Energy Innovation Institute, 2021)
The COVID-19 pandemic has caused problems all around the world. To control the spread of the virus, some governments have ...
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A retrospective analysis of the impact of the COVID-19 restrictions on energy consumption at a disaggregated level

García Caro, Sebastián; Parejo Matos, Antonio; Personal Vázquez, Enrique; Guerrero Alonso, Juan Ignacio; Biscarri Triviño, Félix; León de Mora, Carlos (Elsevier, 2021)
Since the emergence of the virus that causes COVID-19 (the SARS-CoV-2) in Wuhan in December 2019, societies all around the ...
Artículo
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OpenADR and Agreement Audit Architecture for a Complete Cycle of a Flexibility Solution

Parejo Matos, Antonio; García Caro, Sebastián; Personal Vázquez, Enrique; Guerrero Alonso, Juan Ignacio; García Delgado, Antonio; León de Mora, Carlos (MDPI, 2021)
Nowadays, the presence of renewable generation systems and mobile loads (i.e., electric vehicle) spread throughout the ...
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Flexibility Services Based on OpenADR Protocol for DSO Level

Guerrero Alonso, Juan Ignacio; Personal Vázquez, Enrique; García Caro, Sebastián; Parejo Matos, Antonio; Rossi, Mansueto; García Delgado, Antonio; Delfino, Federico; Pérez Sánchez, Ricardo (MDPI, 2020)
Nowadays, Distribution System Operators are increasing the digitalization of their smart grids, making it possible to ...
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Evaluating distribution system operators: automated demand response and distributed energy resources in the Flexibility4Chile project

Guerrero Alonso, Juan Ignacio; Personal Vázquez, Enrique; García Caro, Sebastián; Parejo Matos, Antonio; Rossi, Mansueto; García Delgado, Antonio; Pérez Sánchez, Ricardo; León de Mora, Carlos (Institute of Electrical and Electronics Engineers, 2020)
The mission of distribution system operators (DSOs) is to operate and manage distribution networks in a safe and secure ...
Capítulo de Libro
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Capa de servicios basada en estándar para sistema de gestión laboral inteligente

Guerra Coronado, Javier Antonio; Guerrero Alonso, Juan Ignacio; Barbancho Concejero, Julio; León de Mora, Carlos (3ciencias, 2020)
En este trabajo se presenta el desarrollo de una capa de servicios basado en el estándar Common Information Model - RESTful ...
Capítulo de Libro
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Método de priorización de carga para la integración de flotas de vehículos eléctricos en smart grids

Guerrero Alonso, Juan Ignacio; Parejo Matos, Antonio; García Caro, Sebastián; Personal Vázquez, Enrique; León de Mora, Carlos (3ciencias, 2020)
Las flotas de vehículos eléctricos y las Smart Grids son dos tecnologías emergentes muy prometedoras que han provisto ...
Ponencia
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Virtual Laboratory for Digital Signal Processing

Guerra Coronado, Javier Antonio; Domínguez-Cid, Samuel; Guerrero Alonso, Juan Ignacio; García Delgado, Antonio; Larios Marín, Diego Francisco; León de Mora, Carlos (IEEE Computer Society, 2020)
Digital Signal Processor is a useful tool for learning and practice about filters for digital signals. The practices of ...
Ponencia
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Recharging prioritization method for the integration of electric vehicle fleets with the Smart Grid: an evolutionary computation approach

Guerrero Alonso, Juan Ignacio; Parejo Matos, Antonio; Personal Vázquez, Enrique; García Caro, Sebastián; Guerra Coronado, Javier Antonio; León de Mora, Carlos (IEEE Computer Society, 2020)
The recent advances on electric vehicles are accelerating their expansion across the world. Their advantages from the ...
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Gestión activa de la demanda - casos de estudio: proyectos OPENADR4CHILE y G.R.A.C.I.O.S.A.

Parejo Matos, Antonio; García Caro, Sebastián; Personal Vázquez, Enrique; Larios Marín, Diego Francisco; Gallardo Soto, Alejandro; Guerrero Alonso, Juan Ignacio; García Delgado, Antonio; León de Mora, Carlos; Beltrán, Ana M.; Félix Ángel, Manuel (3 ciencias. Área de Innovación y Desarrollo,S.L., 2019)
Actualmente, las Redes Eléctricas Inteligentes (Smart Grids) presentan una integración de recursos energéticos distribuidos ...
Artículo
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Distributed Charging Prioritization Methodology Based on Evolutionary Computation and Virtual Power Plants to Integrate Electric Vehicle Fleets on Smart Grids

Guerrero Alonso, Juan Ignacio; Personal Vázquez, Enrique; García Delgado, Antonio; Parejo Matos, Antonio; Pérez García, Francisco; León de Mora, Carlos; León de Mora, Carlos (MDPI, 2019)
Electric vehicle fleets and smart grids are two growing technologies. These technologies have provided new possibilities ...
Capítulo de Libro
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Increasing the Efficiency of Rule-Based Expert Systems Applied on Heterogeneous Data Sources

Guerrero Alonso, Juan Ignacio; Personal Vázquez, Enrique; Parejo Matos, Antonio; García Caro, Sebastián; Martín Montes, Antonio; León de Mora, Carlos; León de Mora, Carlos (IntechOpen, 2019)
Nowadays, the proliferation of heterogeneous data sources provided by different research and innovation projects and ...
Artículo
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Monitoring and Fault Location Sensor Network for Underground Distribution Lines

Parejo Matos, Antonio; Personal Vázquez, Enrique; Larios Marín, Diego Francisco; Guerrero Alonso, Juan Ignacio; García Delgado, Antonio; León de Mora, Carlos; León de Mora, Carlos (MDPI, 2019)
One of the fundamental tasks of electric distribution utilities is guaranteeing a continuous supply of electricity to their ...
Capítulo de Libro
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Forecasting Recharging Demand to Integrate Electric Vehicle Fleets in Smart Grids

Guerrero Alonso, Juan Ignacio; Personal Vázquez, Enrique; Parejo Matos, Antonio; García Caro, Sebastián; García Delgado, Antonio; León de Mora, Carlos; León de Mora, Carlos (IntechOpen, 2019)
Electric vehicle fleets and smart grids are two growing technologies. These technologies provided new possibilities to ...
Artículo
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Non-Technical Losses Reduction by Improving the Inspections Accuracy in a Power Utility

Guerrero Alonso, Juan Ignacio; Monedero Goicoechea, Iñigo Luis; Biscarri Triviño, Félix; Biscarri Triviño, Jesús; Millán, Rocío; León de Mora, Carlos (IEEE Computer Society, 2018)
The Endesa Company is the main power utility in Spain. One of the main concerns of power distribution companies is energy ...
Artículo
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Heterogeneous data source integration for smart grid ecosystems based on metadata mining

Guerrero Alonso, Juan Ignacio; García Delgado, Antonio; Personal Vázquez, Enrique; Luque Rodríguez, Joaquín; León de Mora, Carlos (Elsevier, 2017)
The arrival of new technologies related to smart grids and the resulting ecosystem of applications andmanagement systems ...
Artículo
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From Rule Based Expert System to High-Performance Data Analysis for Reduction of Non-Technical Losses on Power Grids

Guerrero Alonso, Juan Ignacio; Parejo Matos, Antonio; Personal Vázquez, Enrique; Monedero Goicoechea, Iñigo Luis; Biscarri Triviño, Félix; Biscarri Triviño, Jesús; León de Mora, Carlos (IARIA, 2017)
The Non-Technical Losses represent the non-billed energy due to faults or illegal manipulations in customer facilities. ...
Capítulo de Libro
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A rule-based expert system for heterogeneous data source integration in smart grid systems

Guerrero Alonso, Juan Ignacio; García Delgado, Antonio; Personal Vázquez, Enrique; Parejo Matos, Antonio; Pérez García, Francisco; León de Mora, Carlos; Darrel, Ryan, ed. (Expert Systems: Design, Applications and Technology, 2017)
The arrival of new technologies related to Smart Grids and the resulting ecosystem of applications and management systems ...
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Electricity clustering framework for automatic classification of customer loads

Biscarri Triviño, Félix; Monedero Goicoechea, Iñigo Luis; García Delgado, Antonio; Guerrero Alonso, Juan Ignacio; León de Mora, Carlos (Elsevier, 2017)
Clustering in energy markets is a top topic with high significance on expert and intelligent systems. The main impact of ...
Ponencia
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Intelligent Information System as a Tool to Reach Unaproachable Goals for Inspectors - High-Performance Data Analysis for Reduction of Non-Technical Losses on Smart Grids

Guerrero Alonso, Juan Ignacio; Parejo Matos, Antonio; Personal Vázquez, Enrique; Biscarri Triviño, Félix; Biscarri Triviño, Jesús; León de Mora, Carlos (IARIA, 2016)
The Non-Technical Losses (NTLs) represent the non-billed energy due to faults or illegal manipulations in customer facilities. ...
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Rule-based system to detect energy efficiency anomalies in smart buildings, a data mining approach

Peña Muñoz, Manuel; Biscarri Triviño, Félix; Guerrero Alonso, Juan Ignacio; Monedero Goicoechea, Iñigo Luis; León de Mora, Carlos (Elsevier, 2016)
The rapidly growing world energy use already has concerns over the exhaustion of energy resources andheavy environmental ...
Trabajo Fin de Grado
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Detección de pérdidas no técnicas utilizando series temporales

López Rodríguez, Francisco Javier; Guerrero Alonso, Juan Ignacio (2015)
Ponencia
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An Approach to Detection of Tampering in Water Meters

Monedero Goicoechea, Iñigo Luis; Biscarri Triviño, Félix; Guerrero Alonso, Juan Ignacio; Roldán, Moisés; León de Mora, Carlos (Elsevier, 2015)
Meter tampering is defined as a fraudulent manipulation which implies a service that is not billed by a utility company. ...
Capítulo de Libro
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Detection of Non-Technical Losses: The Project MIDAS

Guerrero Alonso, Juan Ignacio; Monedero Goicoechea, Iñigo Luis; Biscarri Triviño, Félix; Biscarri Triviño, Jesús; Tripathy, B.K.; Acharjya, D.P. (IGI Global, 2014)
The MIDAS project began in 2006 as collaboration between Endesa, Sadiel, and the University of Seville. The objective of ...
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Improving Knowledge-Based Systems with statistical techniques, text mining, and neural networks for non-technical loss detection

Guerrero Alonso, Juan Ignacio; León de Mora, Carlos; Monedero Goicoechea, Iñigo Luis; Biscarri Triviño, Félix; Biscarri Triviño, Jesús (Elsevier, 2014)
Currently, power distribution companies have several problems that are related to energy losses. For example, the energy ...
Patente. Invención
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Dispositivo y método para la localización de faltas en líneas de distribución eléctrica

León de Mora, Carlos; García Delgado, Antonio; Biscarri Triviño, Félix; Elena Ortega, José Manuel; Molina Cantero, Francisco Javier; Personal Vázquez, Enrique; Guerrero Alonso, Juan Ignacio (Oficina Española de Patentes y Marcas (OEPM), 2013)
Método de localización de faltas en líneas de distribución eléctrica en donde, a partir de las medidas de los fasores de ...
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A Decision Support System for consumption optimization in a naphtha reforming plant

Biscarri Triviño, Félix; Monedero Goicoechea, Iñigo Luis; León de Mora, Carlos; Guerrero Alonso, Juan Ignacio; González-Falcón, Rocío; Pérez-Lombard, Luis (Elsevier, 2012)
In a naphtha distillation process, the natural objective is to perform an entire process maximization of the production ...
Ponencia
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An Expert System to Improve the Energy Efficiency of the Reaction Zone of a Petrochemical Plant

Monedero Goicoechea, Iñigo Luis; Biscarri Triviño, Félix; León de Mora, Carlos; Guerrero Alonso, Juan Ignacio (Springer, 2012)
Energy is the most important cost factor in the petrochemical industry. Thus, energy efficiency improvement is an important ...
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Decision system based on neural networks to optimize the energy efficiency of a petrochemical plant

Monedero Goicoechea, Iñigo Luis; Biscarri Triviño, Félix; León de Mora, Carlos; Guerrero Alonso, Juan Ignacio; González-Falcón, Rocío; Pérez-Lombard, Luis (Elsevier, 2012)
The energy efficiency of industrial plants is an important issue in any type of business but particularly in the chemical ...
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Detection of frauds and other non-technical losses in a power utility using Pearson coefficient, Bayesian networks and decision trees

Monedero Goicoechea, Iñigo Luis; Biscarri Triviño, Félix; León de Mora, Carlos; Guerrero Alonso, Juan Ignacio; Biscarri Triviño, Jesús; Millán, Rocío (Elsevier, 2012)
For the electrical sector, minimizing non-technical losses is a very important task because it has a high impact in the ...
Ponencia
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A real application on non-technical losses detection: the MIDAS Project

Guerrero Alonso, Juan Ignacio; León de Mora, Carlos; Biscarri Triviño, Félix; Monedero Goicoechea, Iñigo Luis; Biscarri Triviño, Jesús; Millán Navarro, María del Rocío (2011)
The MIDAS project began at 2006 as collaboration between Endesa, Sadiel and the University of Seville. The objective of ...
Capítulo de Libro
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A practical overview of expert systems in telecommunication networks, medicine and power supplies

Monedero Goicoechea, Iñigo Luis; Martín Montes, Antonio; Elena Ortega, José Manuel; Guerrero Alonso, Juan Ignacio; Biscarri Triviño, Félix; León de Mora, Carlos; Segura, Jason M.; Reiter, Albert C. (Nova Science Publisher, 2011)
Artículo
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Integrated expert system applied to the analysis of nontechnical losses in power utilities

León de Mora, Carlos; Biscarri Triviño, Félix; Monedero Goicoechea, Iñigo Luis; Guerrero Alonso, Juan Ignacio; Biscarri Triviño, Jesús; Millán, Rocío (Elsevier, 2011)
The detection of non-technical losses (NTLs), in most papers, commonly deals with the utilization of the registered ...
Artículo
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Variability and Trend-Based Generalized Rule Induction Model to NTL Detection in Power Companies

León de Mora, Carlos; Biscarri Triviño, Félix; Monedero Goicoechea, Iñigo Luis; Guerrero Alonso, Juan Ignacio; Biscarri Triviño, Jesús; Millán, Rocío (IEEE Computer Society, 2011)
This paper proposes a comprehensive framework to detect non-technical losses (NTLs) and recover electrical energy (lost ...
Ponencia
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Using Regression Analysis to Identify Patterns of Non-Technical Losses on Power Utilities

Monedero Goicoechea, Iñigo Luis; Biscarri Triviño, Félix; León de Mora, Carlos; Guerrero Alonso, Juan Ignacio; Biscarri Triviño, Jesús; Millán, Rocío (Springer, 2010)
A non-technical loss (NTL) is defined as any consumed energy or service which is not billed because of measurement equipment ...
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Increasing the efficiency in non-technical losses detection in utility companies

Guerrero Alonso, Juan Ignacio; León de Mora, Carlos; Biscarri Triviño, Félix; Monedero Goicoechea, Iñigo Luis; Biscarri Triviño, Jesús; Millán Navarro, María del Rocío (2010)
Usually, the fraud detection method in utility companies uses the consumption information, the economic activity, the ...
Ponencia
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New Methods To Detect Non-Technical Losses On Power Utilities

Monedero Goicoechea, Iñigo Luis; Biscarri Triviño, Félix; León de Mora, Carlos; Guerrero Alonso, Juan Ignacio; Biscarri Triviño, Jesús; Millán, Rocío (A Scientific and Technical Company (ACTA Oress), 2009)
A non-technical loss is defined as any consumed energy or service which is not billed because of measurement equipment ...
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A mining framework to detect non-technical losses in power utilities

Biscarri Triviño, Félix; Monedero Goicoechea, Iñigo Luis; León de Mora, Carlos; Guerrero Alonso, Juan Ignacio; Biscarri Triviño, Jesús; Millán, Rocío (SciTePress, 2009)
This paper deals with the characterization of customers in power companies in order to detect consumption Non-Technical ...
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A data mining method based on the variability of the customer consumption. A special application on electric utility companies

Biscarri Triviño, Félix; Monedero Goicoechea, Iñigo Luis; León de Mora, Carlos; Guerrero Alonso, Juan Ignacio; Biscarri Triviño, Jesús; Millán, Rocío (SciTePress, 2008)
This paper describes a method proposed in order to recover electrical energy (lost by abnormality or fraud) by means of a ...