Publicaciones en colaboración con investigadores/as de Huazhong University of Science and Technology (7)

2024

  1. A Novel Sequence-to-Sequence-Based Deep Learning Model for Multistep Load Forecasting

    IEEE Transactions on Neural Networks and Learning Systems

2023

  1. Reward Shaping-Based Actor-Critic Deep Reinforcement Learning for Residential Energy Management

    IEEE Transactions on Industrial Informatics, Vol. 19, Núm. 3, pp. 2662-2673

2021

  1. A hybrid deep learning-based online energy management scheme for industrial microgrid

    Applied Energy, Vol. 304

  2. Data-driven real-time price-based demand response for industrial facilities energy management

    Applied Energy, Vol. 283

2020

  1. Constrained broadcast with minimized latency in neighborhood area networks of smart grid

    IEEE Transactions on Industrial Informatics, Vol. 16, Núm. 1, pp. 309-318

  2. Multi-agent deep reinforcement learning based demand response for discrete manufacturing systems energy management

    Applied Energy, Vol. 276

2019

  1. Generating Scale-Free Topology for Wireless Neighborhood Area Networks in Smart Grid

    IEEE Transactions on Smart Grid, Vol. 10, Núm. 4, pp. 4245-4252