CuEMS: Deep reinforcement learning for community control of energy management systems in microgrids

Reinforcement Learning: An Introduction

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Computing, Behavioral Sciences, Computer Science +12

The future cost of electrical energy storage based on experience rates

Oliver Schmidt, Adam Hawkes, Ajay Gambhir et al. · Nature Energy · 2017 · 1.1K citations

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On-Line Building Energy Optimization Using Deep Reinforcement Learning

Elena Mocanu, Decebal Constantin Mocanu, Phuong H. Nguyen et al. · IEEE Transactions on Smart Grid · 2018 · 622 citations · Full text

Architecture, Building Science, Energy Management +15

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

Mixed-Integer-Linear-Programming-Based Energy Management System for Hybrid PV-Wind-Battery Microgrids: Modeling, Design, and Experimental Verification

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Management, Computational Engineering, Energy Management +16