NameMonedero Goicoechea, Iñigo Luis
DepartmentTecnología Electrónica
Knowledge areaTecnología Electrónica
Professional categoryProfesor Titular de Universidad
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  • No. publications

    43

  • No. visits

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  • No. downloads

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A novel ECG diagnostic system for the detection of 13 different diseases

Monedero Goicoechea, Iñigo Luis (Elsevier, 2022)
Manual analysis of electrocardiogram (ECG) signals is a laborious and prone-to-error task, even for a specialist with many ...
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A Software Prototype for Predicting Ground Test Costs on the A400M Aircraft

Monedero Goicoechea, Iñigo Luis; Biscarri Triviño, Félix (Institute of Electrical and Electronics Engineers, 2021)
Ground testing is an essential, but also expensive, process performed by the Airbus Defence and Space Company (Airbus DS) ...
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A Data Mining Environment for Management of Ground Testing of the A400M Aircraft

Biscarri Triviño, Félix; Monedero Goicoechea, Iñigo Luis; Larios Marín, Diego Francisco; Barbancho Concejero, Julio (Institute of Electrical and Electronics Engineers, 2021)
One hundred development and certification ground tests must be performed before the A400M aircraft's first flight. Ground ...
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Cyber-physical system for environmental monitoring based on deep learning

Monedero Goicoechea, Iñigo Luis; Barbancho Concejero, Julio; Márquez, Rafael; Beltrán Gala, Juan Francisco (Multidisciplinary Digital Publishing Institute (MDPI), 2021)
Cyber-physical systems (CPS) constitute a promising paradigm that could fit various applications. Monitoring based on the ...
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A Framework to Predict Failures for Ground Tests on Aircrafts

Monedero Goicoechea, Iñigo Luis; Biscarri Triviño, Félix; Larios Marín, Diego Francisco; Barbancho Concejero, Julio (IEEE Computer Society, 2019)
The failures (known in the terminology of the Airbus DS Company as "incidences") in the test process of an aircraft create ...
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A Research Study for the Design of a Portable and Configurable Ground Test System for the A400M Aircraft

Larios Marín, Diego Francisco; Barbancho Concejero, Julio; Biscarri Triviño, Félix; Monedero Goicoechea, Iñigo Luis (Hindawi, 2019)
This paper presents a study of the most suitable ground test equipment for the Airbus A400M aircraft aimed at optimizing ...
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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 ...
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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. ...
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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 ...
Presentation
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Semantic Reasoning Method to Troubleshoot in the Industrial Domain

Martín Montes, Antonio; Burbano Cendales, Ary Mauricio; Monedero Goicoechea, Iñigo Luis; Luque Rodríguez, Joaquín; León de Mora, Carlos (International Academy, Research, and Industry Association (IARIA), 2016)
Currently industrial information provides even more granular information through unit and equipment databases, which ...
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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 ...
PhD Thesis
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Caracterización energética y desarrollo de modelos predictivos en plantas de cogeneración para la verificación de ahorros en proyectos de eficiencia energética

Rossi, Francesco; Velázquez Alonso, David; Monedero Goicoechea, Iñigo Luis (2015)
En este trabajo se desarrolla una metodología para la cuantificación de los ahorros obtenidos de la implantación de medidas ...
Presentation
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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. ...
Chapter of Book
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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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Artificial neural networks and physical modeling for determination of baseline consumption of CHP plants

Rossi, Francesco; Velázquez Alonso, David; Monedero Goicoechea, Iñigo Luis; Biscarri Triviño, Félix (Elsevier, 2014)
An effective modeling technique is proposed for determining baseline energy consumption in the industry. A CHP plant is ...
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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 ...
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Development of an energy management system for a naphtha reforming plant: A data mining approach

Velázquez Alonso, David; González Falcón, Rocío; Pérez Lombard, Luis; Gallego Fernández, Luz Marina; Monedero Goicoechea, Iñigo Luis; Biscarri Triviño, Félix (Elsevier, 2013)
Despite the industrial sector accounts for about a quarter of total final consumption worldwide and great efforts have ...
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A framework for development of integrated intelligent knowledge for management of telecommunication networks

Martín Montes, Antonio; León de Mora, Carlos; Luque Rodríguez, Joaquín; Monedero Goicoechea, Iñigo Luis (Elsevier, 2012)
The management of modern telecommunication networks is a complex and intensive task that requires the assimilation of vast ...
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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 ...
Presentation
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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 ...
Presentation
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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 ...
Chapter of Book
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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)
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Random Generation of Arbitrary Waveforms for Emulating Three-Phase Systems

Montaño Asquerino, Juan-Carlos; León de Mora, Carlos; García Delgado, Antonio; López Ojeda, Antonio; Monedero Goicoechea, Iñigo Luis; Personal Vázquez, Enrique (IEEE Computer Society, 2011)
This paper describes an apparatus for generating a signal representative of steady-state and transient disturbances in ...
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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 ...
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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 ...
Presentation
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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 ...
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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 ...
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Datacab: a geographical‐information‐system‐based expert system for the design of cable networks

Monedero Goicoechea, Iñigo Luis; León de Mora, Carlos; Denda, Robert; Luque Rodríguez, Joaquín (Wiley, 2008)
Telecommunication networks have evolved over time as a result of technological advances, and network topologies and equipment ...
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A Precise Electrical Disturbance Generator for Neural Network Training with Real Level Output

García Delgado, Antonio; León de Mora, Carlos; Monedero Goicoechea, Iñigo Luis; Ropero Rodríguez, Jorge (Springer, 2007)
Power Quality is defined as the study of the quality of electric power lines. The detection and classification of the ...
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MIDAS: Detection of Non-technical Losses in Electrical Consumption Using Neural Networks and Statistical Techniques

Monedero Goicoechea, Iñigo Luis; Biscarri Triviño, Félix; León de Mora, Carlos; Biscarri Triviño, Jesús; Millán, Rocío (Springer, 2006)
Datamining has become increasingly common in both the public and private sectors. A non-technical loss is defined as any ...
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The Evolution of OSI Network Management by Integrated the Expert Knowledge

Martín Montes, Antonio; León de Mora, Carlos; Monedero Goicoechea, Iñigo Luis (Springer, 2006)
The management of modern telecommunications networks must satisfy ever-increasing operational demands. Operation and quality ...
PhD Thesis
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Detección y clasificación automática en tiempo real de perturbaciones en señales eléctricas mediante redes neuronales

Monedero Goicoechea, Iñigo Luis; León de Mora, Carlos (2005)
En la actualidad se considera oportuno llevar a cabo actuaciones encaminadas a cuantificar y clasificar las perturbaciones ...
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VICARED: A Neural Network Based System for the Detection of Electrical Disturbances in Real Time

Monedero Goicoechea, Iñigo Luis; León de Mora, Carlos; Ropero Rodríguez, Jorge; Elena Ortega, José Manuel; Montaño Asquerino, Juan-Carlos (Springer, 2005)
The study of the quality of electric power lines is usually known as Power Quality. Power quality problems are increasingly ...
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A real-time system for the generation and detection of electrical disturbances

Monedero Goicoechea, Iñigo Luis; León de Mora, Carlos; García, Antonio; Elena Ortega, José Manuel; Montaño Asquerino, Juan-Carlos; Ropero Rodríguez, Jorge (IEEE, 2004)
Power Quality is defined as the study of the quality of electric power lines. The detection and classification of the ...
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A System for the Generation and Detection of Electrical Disturbances

Monedero Goicoechea, Iñigo Luis; León de Mora, Carlos; Ropero Rodríguez, Jorge; Vega, José Luis de la; Montaño Asquerino, Juan-Carlos; Elena Ortega, José Manuel (A Scientific and Technical Company (ACTA Press), 2004)
Power Quality is defined as the study of the quality of electric power lines. The detection and classification of the ...
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An expert system approach for the design of cable networks

Monedero Goicoechea, Iñigo Luis; León de Mora, Carlos; Denda, Robert; Muñoz, Samuel; Elena Ortega, José Manuel; Luque Rodríguez, Joaquín (IEE Xplore, 2002)
The aim of this paper is to show the utility of expert systems in the task of designing cable networks. At Enditel Endesa' ...
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Classification of Disturbances in Electrical Signals Using Neural Networks

León de Mora, Carlos; López Ojeda, Antonio; Monedero Goicoechea, Iñigo Luis; Montaño, Juan C. (Springer, 2001)
This paper describes a currently project accomplished by the authors in the area of Power Quality (PQ) using artificial ...
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SEDDIC, una aplicación al diagnóstico médico de las herramientasde libre distribución para el desarrollo de Sistemas Expertos

Monedero Goicoechea, Iñigo Luis; Elena Ortega, José Manuel; León de Mora, Carlos (ATI (Asociación de Técnicos de Informática), 2001)
En este artículo se describe un Sistema Experto médico para la Diagnosis de la Diarrea Crónica (SEDDIC) y el proceso de ...