Search Results - "Guerini, Alice"

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    MCMC calibration of spot‐prices models in electricity markets by Guerini, Alice, Marziali, Andrea, De Nicolao, Giuseppe

    “…The calibration of some stochastic differential equation used to model spot prices in electricity markets is investigated. As an alternative to relying on…”
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    Journal Article
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    Electric vehicle supply equipment monitoring and early fault detection through autoencoders by Sakwa, Maciej, Nespoli, Alfredo, Matrone, Silvana, Leva, Sonia, Guerini, Alice, Demartini, Andrea, Ogliari, Emanuele

    Published in Sustainable Energy, Grids and Networks (01-12-2024)
    “…This paper presents a novel approach to detecting anomalies in Electric Vehicle charging unit power profiles using a combination of Autoencoders with LSTM…”
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    Journal Article
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    Long- and short-term electric load forecasting on quarter-hour data: A 3-torus approach by Guerini, Alice, De Nicolao, Giuseppe

    “…Long- and short-term forecasting of the Italian electric power load is investigated on a quarter-hour time scale. The detrended and log-transformed data are…”
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    Conference Proceeding
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    Long-term electric load forecasting: A torus-based approach by Guerini, Alice, De Nicolao, Giuseppe

    Published in 2015 European Control Conference (ECC) (01-07-2015)
    “…Long-term forecasting of daily electric power load is investigated. After log-transformation and detrending of the data, the residual variability is decomposed…”
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    Conference Proceeding