Renzhi Lu

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

Renzhi Lu, Seung Ho Hong, Xiongfeng Zhang · Applied Energy · 2018 · 413 citations

Power Market, Demand Management, Engineering +6

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

Renzhi Lu, Seung Ho Hong · Applied Energy · 2018 · 384 citations

Energy Control, Engineering, Deep Reinforcement Learning +10

Demand Response for Home Energy Management Using Reinforcement Learning and Artificial Neural Network

Renzhi Lu, Seung Ho Hong, Mengmeng Yu · IEEE Transactions on Smart Grid · 2019 · 374 citations

Energy Control, Multi-agent Reinforcement Learning, Engineering +13

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

Renzhi Lu, Yi‐Chang Li, Yuting Li et al. · Applied Energy · 2020 · 165 citations

Artificial Intelligence, Engineering, Deep Reinforcement Learning +9

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

Renzhi Lu, Ruichang Bai, Yuan Huang et al. · Applied Energy · 2020 · 102 citations

Demand Management, Engineering, Data Science +11