Renzhi Lu

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Publications

Citations

2.2K

H-Index

Active since

2006

Affiliations

Huazhong University of Science and Technology(Current)

Hanyang University

North China Electric Power University

Dalian University of Technology

Rensselaer Polytechnic Institute

Renzhi Lu is an author at Huazhong University of Science and Technology specializing in energy management, demand response, and reinforcement learning.

ORCID

Publications per year

2006–2024

Publications

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

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 · 386 citations

Computing, Computer Science, Artificial Intelligence +16

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 · 173 citations · Full text

Computing, Computer Science, Industrial Engineering +16

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

Renzhi Lu, Ruichang Bai, Yuan Huang et al. · Applied Energy · 2020 · 109 citations · Full text

Management, Industrial Engineering, Demand Forecasting +13

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