Emilio Pérez
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View article: Deep reinforcement learning-based strategy for maximizing returns from renewable energy and energy storage systems in multi-electricity markets
Deep reinforcement learning-based strategy for maximizing returns from renewable energy and energy storage systems in multi-electricity markets Open
View article: Deep learning approaches for predicting the upward and downward energy prices in the Spanish automatic Frequency Restoration Reserve market
Deep learning approaches for predicting the upward and downward energy prices in the Spanish automatic Frequency Restoration Reserve market Open
View article: Short-term electricity price forecasting through demand and renewable generation prediction
Short-term electricity price forecasting through demand and renewable generation prediction Open
View article: Deep learning-based forecasting of the automatic Frequency Reserve Restoration band price in the Iberian electricity market
Deep learning-based forecasting of the automatic Frequency Reserve Restoration band price in the Iberian electricity market Open
The replacement of conventional and dispatchable generation technologies by intermittent renewable
\nenergy sources increases the need for ancillary services. New agents, such as batteries, may join
\nfrequency regulation markets but they …
View article: Tool for optimization of sale and storage of energy in wind farms
Tool for optimization of sale and storage of energy in wind farms Open
View article: A2.4 - Deep Learning-Assisted Optimal Sensor Placement in Ultrasound NDT
A2.4 - Deep Learning-Assisted Optimal Sensor Placement in Ultrasound NDT Open
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View article: Equivalent circuit definition and calendar aging analysis of commercial Li(NiMnCo)O2/graphite pouch cells
Equivalent circuit definition and calendar aging analysis of commercial Li(NiMnCo)O2/graphite pouch cells Open
View article: Influence of the Intraday Electricity Market Structure on the Degradation of Li‐Ion Batteries Used to Firm Photovoltaic Production
Influence of the Intraday Electricity Market Structure on the Degradation of Li‐Ion Batteries Used to Firm Photovoltaic Production Open
This article considers the introduction of Li‐ion batteries in photovoltaic power plants to firm their energy production and analyzes the dependence of their degradation on the structure of the electricity market where the power production…
View article: Optimización de la vida de baterías en plantas fotovoltaicas mediante algoritmos genéticos
Optimización de la vida de baterías en plantas fotovoltaicas mediante algoritmos genéticos Open
Este artículo analiza el problema de la reducción del envejecimiento producido en baterías cuando ´estas se utilizan en un una planta fotovoltaica (FV) que participa en el mercado de electricidad y, por tanto, debe generar de una manera co…
View article: Dimensionado de sistema de almacenamiento para hibridación con FV a partir de predicciones probabilísticas de irradiancia
Dimensionado de sistema de almacenamiento para hibridación con FV a partir de predicciones probabilísticas de irradiancia Open
En este trabajo se propone una metodología para dimensionar el sistema de almacenamiento de un sistema híbrido con fotovoltaica (FV) para uso doméstico, a partir de predicciones probabilísticas de la producción solar. Se introduce para ell…
View article: Itineraries for Charging and Discharging a Bess Using Energy Predictions Based on a CNN-LSTM Neural Network Model in BCS, Mexico
Itineraries for Charging and Discharging a Bess Using Energy Predictions Based on a CNN-LSTM Neural Network Model in BCS, Mexico Open
View article: Predicción de la irradiancia a partir de datos de satélite mediante deep learning
Predicción de la irradiancia a partir de datos de satélite mediante deep learning Open
[Resumen] El conocimiento con antelación de la irradiancia solar en la superfície en una ubicación determinada presenta diversas utilidades para las plantas fotovoltaicas, como la participación más ventajosa en el mercado eléctrico o las m…
View article: Detección automática de fallos mediante monitorización y optimización de las fechas de limpieza para instalaciones fotovoltaicas
Detección automática de fallos mediante monitorización y optimización de las fechas de limpieza para instalaciones fotovoltaicas Open
[Resumen] Este trabajo presenta una propuesta para mejorar la automatización del mantenimiento de plantas fotovoltaicas. Esto se lleva a cabo, por una parte, seleccionando los índices adecuados para la detección de fallos utilizando los da…
View article: Optimized profitability of LFP and NMC Li-ion batteries in residential PV applications
Optimized profitability of LFP and NMC Li-ion batteries in residential PV applications Open
This paper analyses the economic profitability provided by different types of Li-ion batteries when used in residential solar\n\t\t\t\t applications under a Model Predictive Control that optimizes the operation of the system. The control m…
View article: Deep learning-based forecasting of aggregated CSP production
Deep learning-based forecasting of aggregated CSP production Open
View article: Global horizontal irradiance forecasting code and data
Global horizontal irradiance forecasting code and data Open
There are four main folders in the project: code, data, models and logdir. Data This folder contains all the data used from the two studied locations: Loc.1 (latitude=40.4º, longitude=6.0º) and Loc.2 (latitude=39.99º, longitude=-0.06º). So…
View article: Lifetime Expectancy of Li-Ion Batteries used for Residential Solar Storage
Lifetime Expectancy of Li-Ion Batteries used for Residential Solar Storage Open
This paper analyses the degradation that is experienced by different types of Li-ion batteries when used as home solar storage systems controlled to minimize the electricity bill of the corresponding household. Simulating the annual operat…
View article: Partial State-of-Charge Mitigation in Standalone Photovoltaic Hybrid Storage Systems
Partial State-of-Charge Mitigation in Standalone Photovoltaic Hybrid Storage Systems Open
Energy Storage in photovoltaic installations has increased in popularity in recent years due to the improvement in solar panel technology and energy storage systems. In several places where the grid is not available, in remote isolated rur…
View article: Global horizontal irradiance measurements and estimates
Global horizontal irradiance measurements and estimates Open
This dataset contains irradiance measurements at latitude=40.4º, longitude=6.0º. It also contains 151x151 irradiance estimates matrices centered in the same location obtained from http://msgcpp.knmi.nl . Both the measurements and the estim…
View article: Timepix3 performance in pulsed power operation
Timepix3 performance in pulsed power operation Open
The physics aims at the proposed CLIC linear $\\mathrm{e^+e^-}$ collider impose challenging requirements on the performance of the detector system. In particular for the vertex detector the principal challenge is building an ultra-low mass…
View article: Current control of distributed generation power inverters for losses reduction in the distribution network
Current control of distributed generation power inverters for losses reduction in the distribution network Open
The main objective of the paper is to evaluate the power losses reduction that can be achieved in a low voltage distribution network when the inverters associated to the distributed generation are used as active power filters to compensate…
View article: Modelling of Photovoltaic Module
Modelling of Photovoltaic Module Open
This paper proposes a review of the main characteristics and parameters that have to considered modelling a photovoltaic module. For the study it will be left from the photovoltaic cell, fundamental element of the conversion of light to el…
View article: Influence of the State-of-Charge Control on the Size of the Energy Storage Systems to be introduced in PV Power Plants
Influence of the State-of-Charge Control on the Size of the Energy Storage Systems to be introduced in PV Power Plants Open
The usefulness of introducing energy storage (ES) systems (ESS) into PV power plants to make the production less stochastic and even predictable is a fact. Its economic viability is not so clear though, what makes essential the use of an o…
View article: Comparative Study of Current Controllers for Shunt Active Power Compensators used in Smart Grid Applications
Comparative Study of Current Controllers for Shunt Active Power Compensators used in Smart Grid Applications Open
This paper presents a comparative study among different current controllers implemented in a Shunt Active Power Compensator (SAPC) to be used in smart grid applications. During the operation of a smart grid, the SAPC should deliver sinusoi…
View article: Asymptotically exact stabilisation for constrained discrete Takagi–Sugeno systems via set-invariance
Asymptotically exact stabilisation for constrained discrete Takagi–Sugeno systems via set-invariance Open
View article: Sistema de gestión de energía para microrredes basado en control predictivo
Sistema de gestión de energía para microrredes basado en control predictivo Open
En este artículo se presenta un sistema de gestión de energía para microrredes a partir de un control Predictivo basado en Modelos (MPC), el cual tiene como tarea la optimización de las operaciones de una microrred, al tiempo que cumple un…
View article: Diseño del control de un convertidor DC-DC de dos etapas con un algoritmo genético
Diseño del control de un convertidor DC-DC de dos etapas con un algoritmo genético Open
Este art ́ıculo introduce la estructura y el disen ̃o del control de un convertidor DC–DC bidireccional que sirve para gestionar los flujos de energ ́ıa en el lado de continua de un filtro activo que asume el rol de mas- ter en aplicaciones d…
View article: Control de la tensión del bus de continua de un filtro activo mediante un convertidor DC-DC
Control de la tensión del bus de continua de un filtro activo mediante un convertidor DC-DC Open
En este artículo se presentan los resultados experimentales obtenidos mediante un sistema compensador generador trabajando de forma aislada de la red eléctrica. Para analizar el funcionamiento del sistema se ha desarrollado un prototipo de…