Listar por tema "Forecasting"
Mostrando ítems 1-6 de 6
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A calibration procedure for analyzing stock price dynamics in an agent-based framework
Elsevier (2015-11)In this paper we introduce a calibration procedure for validating of agent based models. Starting from the well-known financial model of (Brock and Hommes, 1998), we show how an appropriate calibration enables the model ... -
A Data-centric Approach for a Day-ahead System Non-Synchronous Penetration Forecast
Institute of Electrical and Electronics Engineers Inc. (2024-02-02)This paper presents a novel data-centric approach to predict the day-ahead system non-synchronous penetration (SNSP) ratio in the Irish power system. The proposed method uses a deep learning algorithm, based on feedforward ... -
Deep learning-based forecasting of aggregated CSP production
Elsevier (2020-02-25)This paper introduces deep learning-based forecasting models for the continuous prediction of the aggregated production generated by CSP plants in Spain. These models use as inputs the expected top of atmosphere ... -
Deep learning-based forecasting of the automatic Frequency Reserve Restoration band price in the Iberian electricity market
Elsevier (2023)The replacement of conventional and dispatchable generation technologies by intermittent renewable energy sources increases the need for ancillary services. New agents, such as batteries, may join frequency regulation ... -
Desarrollo y evaluación de modelos basados en Deep Learning para la predicción de variables de generación del sistema eléctrico
Universitat Jaume I (2022-05-27)Los sistemas eléctricos están cambiando debido al rápido crecimiento de la generación renovable, que está sujeta a una gran variabilidad. Por esto, una buena predicción de estas generaciones es cada vez más importante. En ... -
Machine learning methods to forecast temperature in buildings
Elsevier (2013)Efficient management of energy in buildings saves a very important amount of resources (both economic and technological). As a consequence, there is a very active research in this field. One of the keys of energy management ...