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R
Renzhi Lu
huazhong university of science and technology
17
H-index
49
Paper Count
2.2K
Citation Count
0
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Published Papers
29
Publication Date
Publication Date
Impact Factor
Citations
Discovery of the reward function for embodied reinforcement learning agents
Nature Communications
IF
15.7
2025-12-11
0
OA
AI
Renzhi Lu; Zonghe Shao; Yuemin Ding; Ruijuan Chen; Dongrui Wu; Housheng Su; Tao Yang; Fumin Zhang; Jun Wang; Yang Shi; Zhong-Ping Jiang; Han Ding; Hai-Tao Zhang
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DDRGS2S: A novel spatiotemporal correlation-based deep learning model for wind power prediction
Energy
IF
9.4
2025-10-17
0
PRE
AI
Yuzhe Cao; Xuefei Huang; Jing Liu; Defu Cai; Yuemin Ding; Renzhi Lu
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Incorporating large-scale economic-environmental-energy coupling assessment and collaborative optimization into sustainable product footprint management: A graph-assisted life cycle energy efficiency enhancement approach
ENERGY CONVERSION AND MANAGEMENT
IF
10.9
2025-04-01
1
PRE
AI
Zhang, Tingwei; Zhong, Weimin; Liu, Yurong; Lu, Renzhi; Peng, Xin
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A Novel Sequence-to-Sequence-Based Deep Learning Model for Multistep Load Forecasting
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF
8.9
2025-01-01
5
PRE
AI
Lu, Renzhi; Bai, Ruichang; Li, Ruidong; Zhu, Lijun; Sun, Mingyang; Xiao, Feng; Wang, Dong; Wu, Huaming; Ding, Yuemin
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A Novel Hybrid-Action-Based Deep Reinforcement Learning for Industrial Energy Management
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
IF
9.9
2024-10-01
3
PRE
AI
Lu, Renzhi; Jiang, Zhenyu; Yang, Tao; Chen, Ying; Wang, Dong; Peng, Xin
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A Novel Data-Driven LSTM-SAF Model for Power Systems Transient Stability Assessment
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
IF
9.9
2024-07-01
3
PRE
AI
Shao, Zonghe; Wang, Qichao; Cao, Yuzhe; Cai, Defu; You, Yang; Lu, Renzhi
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A Transferable Ensemble Additive Network for Interpretable Prediction of Key Performance Indicators
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT
IF
5.9
2024-01-01
0
PRE
AI
Su, Cheng; Peng, Xin; Yang, Dan; Lu, Renzhi; Huang, Haojie; Zhong, Weimin
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Adaptive Optimal Surrounding Control of Multiple Unmanned Surface Vessels via Actor-Critic Reinforcement Learning
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF
8.9
2024-01-01
1
PRE
AI
Lu, Renzhi; Wang, Xiaotao; Ding, Yiyu; Zhang, Hai-Tao; Zhao, Feng; Zhu, Lijun; He, Yong
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SMA-PDPPO: Safe Multiagent Primal-Dual Deep Reinforcement Learning for Industrial Parks Energy Trading
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
IF
9.9
2024-01-01
0
PRE
AI
Lu, Renzhi; Wu, Ning; Yang, Tao; Chen, Ying; Sun, Mingyang; Wang, Dong; Peng, Xin
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Reward Shaping-Based Actor-Critic Deep Reinforcement Learning for Residential Energy Management
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
IF
9.9
2023-03-01
33
PRE
AI
Lu, Renzhi; Jiang, Zhenyu; Wu, Huaming; Ding, Yuemin; Wang, Dong; Zhang, Hai-Tao
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Deep Reinforcement Learning-Based Demand Response for Smart Facilities Energy Management
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
IF
7.2
2022-08-01
37
PRE
AI
Lu, Renzhi; Bai, Ruichang; Luo, Zhe; Jiang, Junhui; Sun, Mingyang; Zhang, Hai-Tao
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A group sparse Bayesian learning algorithm for harmonic state estimation in power systems
APPLIED ENERGY
IF
11
2022-01-01
17
PRE
AI
Zhou, Wei; Wu, Yue; Huang, Xiang; Lu, Renzhi; Zhang, Hai-Tao
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A hybrid deep learning-based online energy management scheme for industrial microgrid
APPLIED ENERGY
IF
11
2021-12-01
29
OA
AI
Lu, Renzhi; Bai, Ruichang; Ding, Yuemin; Wei, Min; Jiang, Junhui; Sun, Mingyang; Xiao, Feng; Zhang, Hai-Tao
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Testbed implementation of reinforcement learning-based demand response
APPLIED ENERGY
IF
11
2021-09-01
24
PRE
AI
Zhang, Xiongfeng; Lu, Renzhi; Jiang, Junhui; Hong, Seung Ho; Song, Won Seok
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Deep Learning Based Densely Connected Network for Load Forecasting
IEEE TRANSACTIONS ON POWER SYSTEMS
IF
7.2
2021-07-01
68
PRE
AI
Li, Zhuoling; Li, Yuanzheng; Liu, Yun; Wang, Ping; Lu, Renzhi; Gooi, Hoay Beng
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Data-driven real-time price-based demand response for industrial facilities energy management
APPLIED ENERGY
IF
11
2021-02-01
60
OA
AI
Lu, Renzhi; Bai, Ruichang; Huang, Yuan; Li, Yuting; Jiang, Junhui; Ding, Yuemin
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Multi-agent deep reinforcement learning based demand response for discrete manufacturing systems energy management
APPLIED ENERGY
IF
11
2020-10-01
97
OA
AI
Lu, Renzhi; Li, Yi-Chang; Li, Yuting; Jiang, Junhui; Ding, Yuemin
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Bayesian Learning-Based Multi-Objective Distribution Power Network Reconfiguration
IEEE TRANSACTIONS ON SMART GRID
IF
9.8
2020-01-01
22
PRE
AI
Zhong, Tianwei; Zhang, Hai-Tao; Li, Yuanzheng; Liu, Lan; Lu, Renzhi
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Demand Response for Home Energy Management Using Reinforcement Learning and Artificial Neural Network
IEEE TRANSACTIONS ON SMART GRID
IF
9.8
2019-11-01
262
PRE
AI
Lu, Renzhi; Hong, Seung Ho; Yu, Mengmeng
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Incentive-based demand response for smart grid with reinforcement learning and deep neural network
APPLIED ENERGY
IF
11
2019-02-01
292
PRE
AI
Lu, Renzhi; Hong, Seung Ho
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Research Directions
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Co-authors
Cooperation Journals
贺
贺勇
(Yong He)
H-index: 92 · Papers: 1.7K
Y
Yang Shi
H-index: 92 · Papers: 637
Z
Zhong‐Ping Jiang
H-index: 89 · Papers: 774
E
Ellen Yorke
H-index: 74 · Papers: 499
A
Andrew Jackson
H-index: 74 · Papers: 399
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