Contributions to time series analysis, modelling and forecasting to increase reliability in industrial environments Doktoregaia: Meritxell Gómez Omella Urtea: 2023 Unibertsitatea: UPV/EHU Zuzendaria(k): Basilio Sierra / Susana Ferreiro