Publications by the researcher in collaboration with Deyslen Mariano Hernández (5)

2022

  1. Analysis of the Integration of Drift Detection Methods in Learning Algorithms for Electrical Consumption Forecasting in Smart Buildings

    Sustainability (Switzerland), Vol. 14, Núm. 10

  2. Comparative study of continuous hourly energy consumption forecasting strategies with small data sets to support demand management decisions in buildings

    Energy Science and Engineering, Vol. 10, Núm. 12, pp. 4694-4707

2021

  1. A data-driven forecasting strategy to predict continuous hourly energy demand in smart buildings

    Applied Sciences (Switzerland), Vol. 11, Núm. 17

  2. A review of strategies for building energy management system: Model predictive control, demand side management, optimization, and fault detect & diagnosis

    Journal of Building Engineering, Vol. 33

2020

  1. A review of energy consumption forecasting in smart buildings: Methods, input variables, forecasting horizon and metrics

    Applied Sciences (Switzerland), Vol. 10, Núm. 23, pp. 1-27