The influence of demand response on wind-integrated power system considering participation of the demand side

Review and prospect of integrated demand response in the multi-energy system

Jianxiao Wang, Haiwang Zhong, Ziming Ma et al. · Applied Energy · 2017 · 512 citations

Management, Industrial Engineering, Energy Management +13

A Dynamic pricing demand response algorithm for smart grid: Reinforcement learning approach

Renzhi Lu, Seung Ho Hong, Xiongfeng Zhang · Applied Energy · 2018 · 420 citations

Management, Decision Sciences, Markov Decision Processes +13

Incentive-based demand response for smart grid with reinforcement learning and deep neural network

Renzhi Lu, Seung Ho Hong · Applied Energy · 2018 · 392 citations

Computing, Computational Engineering, Machine Learning +16

Techno-economic optimization of hybrid photovoltaic/wind generation together with energy storage system in a stand-alone micro-grid subjected to demand response

Mohammad Hossein Amrollahi, Seyyed Mohammad Taghi Bathaee · Applied Energy · 2017 · 389 citations

Agriculture, Economics, Energy Economics +15

Residential Demand Response of Thermostatically Controlled Loads Using Batch Reinforcement Learning

Frederik Ruelens, Bert Claessens, Stijn Vandael et al. · IEEE Transactions on Smart Grid · 2016 · 339 citations

Management, Decision Sciences, Forecasting +16