TY - JOUR AU - López Martín, Manuel AU - Sánchez Esguevillas, Antonio Javier AU - Hernández Callejo, Luis AU - Arribas Sánchez, Juan Ignacio AU - Carro Martínez, Belén PY - 2021 SN - 1424-8220 UR - https://uvadoc.uva.es/handle/10324/54135 AB - This work proposes a quantile regression neural network based on a novel constrained weighted quantile loss (CWQLoss) and its application to probabilistic short and medium-term electric-load forecasting of special interest for smart grids... LA - eng PB - MDPI KW - Short and medium-term electric-load forecasting KW - Quantile forecasting KW - Deep learning KW - Machine learning KW - Deep learning additive ensemble model TI - Additive ensemble neural network with constrained weighted quantile loss for probabilistic electric-load forecasting DO - 10.3390/s21092979 ER -