长期从事能源电力系统规划与运行优化方面的研究工作，助力复杂环境下能源电力系统的安全可靠绿色经济运行和双碳目标国家重大战略需求的实现。
代表性论文如下：
[1]
L. Yu, D. Yue, Z. Chen, S. Zhang, Z. Xu, and X. Guan, Online Operation
Optimization for Hydrogen-based Building Energy Systems under Uncertainties,
IEEE Transactions on Smart Grid, vol. 15, no. 5, pp. 4589-4601, 2024.
[2]
Z. Chen, L. Yu, S. Zhang, S. Hu, and C. Shen, Multi-agent Hierarchical Deep
Reinforcement Learning for Operation Optimization of Grid-interactive Efficient
Commercial Buildings, IEEE Transactions on Artificial Intelligence, vol. 5, no.
8, pp. 4280-4292, 2024.
[3]
L. Yu, D. Yue, Y. Tan, S. Zhang, Y. Yang, C. Dou, and V. Kuzin, Online
Distributed Coordination Operation for Grid-interactive Efficient Residential
Buildings, IEEE Transactions on Smart Grid, vol. 15, no. 4, pp. 3639-3652,
2024.
[4]
T. Zhang, L. Yu, D. Yue, C. Dou, X. Xie, L. Chen, Two-timescale coordinated
voltage regulation for high renewable-penetrated active distribution networks
considering hybrid devices, IEEE Transactions on Industrial Informatics, vol.
20, no. 3, pp.3456-3467, 2024.
[5]
L.Yu, Z. Xu, X. Guan, Q. Zhao, C. Dou, and D. Yue, Joint Optimization and
Learning Approach for Smart Operation of Hydrogen-based Building Energy
Systems, IEEE Transactions on Smart Grid, vol. 14, no. 1, pp.199-216, 2023.
[6]
L.Yu, Z. Xu, T. Zhang, X. Guan, and D. Yue, Energy-Efficient Personalized
Thermal Comfort Control in Office Buildings Based on Multi-Agent Deep
Reinforcement Learning, Building and Environment, vol. 223, pp. 109458:1-12,
2022.
[7]
L. Yu, S. Qin, M. Zhang, C. Shen, T. Jiang, and X. Guan, A Review of Deep
Reinforcement Learning for Smart Building Energy Management, IEEE Internet of
Things Journal, vol. 8, no. 15, pp.12046-12063, 2021.
[8]
L. Yu, Yi Sun, Z. Xu, C. Shen, D. Yue, T. Jiang, and X. Guan, Multi-Agent Deep
Reinforcement Learning for HVAC Control in Commercial Buildings, IEEE
Transactions on Smart Grid, vol. 12, no. 1, pp. 407-419, 2021.
[9]
L. Yu, W. Xie, D. Xie, Y. Zou, D. Zhang, Z. Sun, L. Zhang, Y. Zhang, and T.
Jiang, Deep Reinforcement Learning for Smart Home Energy Management, IEEE
Internet of Things Journal, vol. 7, no. 4, pp. 2751-2762, 2020.
[10]
L. Yu, D. Xie, C. Huang, T. Jiang, and Y. Zou, Energy Optimization of HVAC
Systems in Commercial Buildings Considering Indoor Air Quality Management, IEEE
Transactions on Smart Grid, vol. 10, no. 5, pp. 5103-5113, 2019.
[11]
L. Yu, T. Jiang, and Y. Zou, Online Energy Management for a Sustainable Smart
Home with an HVAC Load and Random Occupancy, IEEE Transactions on Smart Grid,
vol. 10, no. 2, pp. 1646-1659, 2018.
[12]
L. Yu, T. Jiang, and Y. Zou, Price-Sensitivity Aware Load Balancing for
Geographically Distributed Internet Data Centers in Smart Grid Environment,
IEEE Transactions on Cloud Computing, vol. 6, no. 4, pp. 1125-1135, 2018.
[13]
L. Yu, T. Jiang, and Y. Zou, Distributed Real-Time Energy Management in Data
Center Microgrids, IEEE Transactions on Smart Grid, vol. 9, no.4, pp.
3748-3762, 2018.
[14]
L. Yu, D. Xie, T. Jiang, Y. Zou, and K. Wang, Distributed Real-Time HVAC
Control for Cost-Efficient Commercial Buildings under Smart Grid Environment,
IEEE Internet of Things Journal, vol. 5, no. 1, pp. 44-55, 2018.
[15]
L. Yu, T. Jiang, and Y. Zou, Distributed Online Energy Management for Data
Centers and Electric Vehicles in Smart Grid, IEEE Internet of Things Journal,
vol. 3, no. 6, pp. 1373-1384, 2016.
[16]
L. Yu, T. Jiang, Y. Zou, and Z. Sun, Joint Energy Management Strategy for
Geo-distributed Data Centers and Electric Vehicles in Smart Grid Environment,
IEEE Transactions on Smart Grid, vol. 7, no. 5, pp.2378-2392, 2016.
[17]
L. Yu, T. Jiang, Y. Cao, and Q. Qi, Joint Workload and Battery Scheduling with
Heterogeneous Service Delay Guarantees for Data Center Energy Cost
Minimization, IEEE Transactions on Parallel and Distributed Systems, vol. 26,
no. 7, pp. 1937-1947, 2015.
[18]
L. Yu, T. Jiang, and Y. Cao, Energy Cost Minimization for Distributed Internet
Data Centers in Smart Microgrids Considering Power Outages, IEEE Transactions
on Parallel and Distributed Systems, vol. 26, no.1, pp. 121-130, 2015.
[19]
L. Yu, T. Jiang, Y. Cao, and Q. Qi, Carbon-aware Energy Cost Minimization for
Distributed Internet Data Centers in Smart Microgrids, IEEE Internet of Things
Journal, vol. 1, no. 3, pp. 255-264, 2014.
[20]
L. Yu, T. Jiang, Y. Cao, and Q. Zhang, Risk-constrained Operation for
Distributed Internet Data Centers in Deregulated Electricity Markets, IEEE
Transactions on Parallel and Distributed Systems, vol. 25, no. 5, pp.
1306-1316, 2014.
[21]
T. Jiang, Y. Cao, L. Yu, and Z. Wang, Load Shaping Strategy Based on Energy
Storage and Dynamic Pricing in Smart Grid, IEEE Transactions on Smart Grid,
vol. 5, no. 6, pp. 2868-2876, 2014.
