Lifelong control of off-grid microgrid with model-based reinforcement learning

A reinforcement learning framework for optimal operation and maintenance of power grids

(2019) R. Rocchetta et al.   APPLIED ENERGY

Generating high-resolution multi-energy load profiles for remote areas with an open-source stochastic model

(2019) Francesco Lombardi et al.   ENERGY

Reinforcement learning based adaptive power pinch analysis for energy management of stand-alone hybrid energy storage systems considering uncertainty

(2019) Bassey Etim Nyong-Bassey et al.   ENERGY

A two-stage linear programming optimization framework for isolated hybrid microgrids in a rural context: The case study of the “El Espino” community

(2019) Sergio Balderrama et al.   ENERGY

Fuzzy Q-Learning for multi-agent decentralized energy management in microgrids

(2018) P. Kofinas et al.   APPLIED ENERGY

Reinforcement Learning Approach for Optimal Distributed Energy Management in a Microgrid

(2018) Elham Foruzan et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Robust model predictive control for optimal energy management of island microgrids with uncertainties

(2018) Yan Zhang et al.   ENERGY

Survey of Model-Based Reinforcement Learning: Applications on Robotics

(2017) Athanasios S. Polydoros et al.   JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS

Energy management in a domestic microgrid by means of model predictive controllers

(2016) G. Bruni et al.   ENERGY

Comparison of different physical models for PV power output prediction

(2015) Alberto Dolara et al.   SOLAR ENERGY

Use of model predictive control for experimental microgrid optimization

(2013) Alessandra Parisio et al.   APPLIED ENERGY

Reinforcement learning for microgrid energy management

(2013) Elizaveta Kuznetsova et al.   ENERGY