Concepedia

Renzhi Lu

RL

23

Publications

2.1K

Citations

17

H-Index

2006

Active since

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 engineering, systems engineering, and smart grid.

Top concepts

EngineeringSystems EngineeringSmart GridEnergy ManagementComputer EngineeringEnergy EfficiencyData ScienceMachine LearningDeep LearningEnergy Policy

Publications per year

2006–2024

23

Publications

23

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

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