Data-driven energy management system with Gaussian process forecasting and MPC for interconnected microgrids

Interest in predicting and optimising microgrid operation with a high proportion of variable renewable energy generation is growing. In this paper, we study and experimentally analyse the performance of a Gaussian-process regression forecasting and model predictive control algorithm in the context o...

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Detalles Bibliográficos
Main Authors: Gan, LK, Zhang, P, Lee, J, Osborne, M, Howey, D
Formato: Journal article
Idioma:English
Publicado: Institute of Electrical and Electronics Engineers 2020