Improved reinforcement learning-based real-time energy scheduling for prosumer with elastic loads in smart grid

Peer-to-Peer energy trading in a Microgrid

Chenghua Zhang, Jianzhong Wu, Yue Zhou et al. · Applied Energy · 2018 · 900 citations · Full text

Engineering, Economics, Energy Management +11

Using peer-to-peer energy-trading platforms to incentivize prosumers to form federated power plants

Thomas Morstyn, Niall Farrell, Sarah Darby et al. · Nature Energy · 2018 · 806 citations

Natural Resources, Economics, Energy Economics +11

Deep Reinforcement Learning for Smart Home Energy Management

Liang Yu, Weiwei Xie, Di Xie et al. · IEEE Internet of Things Journal · 2019 · 447 citations · Full text

Architecture, Architectural Engineering, Building Science +17

Automated Demand Response From Home Energy Management System Under Dynamic Pricing and Power and Comfort Constraints

Sereen Z. Althaher, Pierluigi Mancarella, Joseph Mutale · IEEE Transactions on Smart Grid · 2015 · 421 citations · Full text

Management, Mathematics, Energy Management +16

A Multi-Agent Reinforcement Learning-Based Data-Driven Method for Home Energy Management

Xu Xu, Youwei Jia, Yan Xu et al. · IEEE Transactions on Smart Grid · 2020 · 404 citations · Full text

Computing, Computer Science, Data Science +17