贾孟硕

职称:长聘教轨副教授

邮箱:m.jia@sjtu.edu.cn

个人主页:https://www.shuo.science/

个人简介

2025年-至今,上海交通大学自动化系,副教授,上海市海外高层次人才

2023年-2025年,苏黎世联邦理工学院,Senior Scientist

2021年-2023年,苏黎世联邦理工学院,博士后

2016年-2021年,清华大学,博士学位

2012年-2016年,华北电力大学,学士学位

导学相长

有意者请发送邮件至 m.jia@sjtu.edu.cn

1. 诚邀2026年入学硕士、博士联系交流。 

2. 博士后岗位长期开放,待遇优厚,欢迎加入。

研究方向

1. 人机协同下复杂工业系统感知、控制与决策

2. 能源电力垂域大模型后训练及应用

3. 数据-机理融合驱动的高比例新能源电力系统建模、分析与优化

学术服务

2023年-至今,IEEE Systems Journal,编委(Associate Editor)

2023年-至今,IET Renew. Power Gener.,编委(Associate Editor)

2024年-至今,Cyber-Physical Energy Syst.,编委(Associate Editor)

项目主持

2023年,瑞士国家科学基金(Swiss National Science Foundation, SNSF)Spark项目,主持

2025年,上海市白玉兰计划青年项目,主持

2025年,上海交通大学科研启动经费项目,主持

科研成果

1. 平台研发 (*Lead Developer)

Mengshuo Jia*, Wen Yi Chan, Gabriela Hug. Daline: A Free, Open-source Platform for the Generalized Data-driven Linearization of Electric Power Flows. Website: https://www.shuo.science/daline

2. 近期15篇成果 (*通讯作者)

  1. Mengshuo Jia*, Zeyu Cui, Gabriela Hug. Enhancing LLMs for Power System Simulations: A Feedback-driven Multi-agent Framework. IEEE Transactions on Smart Grid, July 2025, https://doi.org/10.1109/TSG.2025.3589114
  2. Yuxiao Liu, Mengshuo Jia*, Yongxin Zhang, Jianxiao Wang, Guannan He, Shaolong Zhong, and Zhimin Dang*. RePower: An LLM-driven autonomous platform for power system data-guided research. Patterns (Cell Press) 6, no. 4, April 2025, https://doi.org/10.1016/j.patter.2025.101211
  3. Mengshuo Jia, Gabriela Hug, Yifan Su, Chen Shen. Chance-constrained OPF: A Distributed Method with Confidentiality Preservation. IEEE Transactions on Power Systems, vol. 38, no. 4, pp. 3373-3387, July 2023, https://doi.org/10.1109/TPWRS.2022.3200941
  4. Mengshuo Jia, Qianni Cao, Chen Shen, Gabriela Hug. Frequency-Control-Aware Probabilistic Load Flow: An Analytical Method. IEEE Transactions on Power Systems, vol. 38, no. 6, pp. 5170-5187, Nov. 2023, https://doi.org/10.1109/TPWRS.2022.3223884
  5. Mengshuo Jia, Gabriela Hug, Chen Shen. Iterative Decomposition of Joint Chance Constraints in OPF. IEEE Transactions on Power Systems, vol. 36, no. 5, pp. 4836-4839, Sept. 2021, https: //doi.org/10.1109/TPWRS.2021.3072541
  6. Mengshuo Jia, Yi Wang, Chen Shen, Gabriela Hug. Privacy-preserving Distributed Clustering for Electrical Load Profiling. IEEE Transactions on Smart Grid, vol. 12, no. 2, pp. 1429-1444, March 2021, https://doi.org/10.1109/TSG.2020.3031007
  7. Mengshuo Jia, Yi Wang, Chen Shen, Gabriela Hug. Privacy-preserving Distributed Probabilistic Load Flow. IEEE Transactions on Power Systems, vol. 36, no. 2, pp. 1616-1627, March 2021, https://doi.org/10.1109/TPWRS.2020.3022476
  8. Mengshuo Jia, Chen Shen, Zhiwen Wang. A Distributed Probabilistic Modeling Algorithm for the Aggregated Power Forecast Error of Multiple Newly Built Wind Farms. IEEE Transactions on Sustainable Energy, vol. 10, no. 4, pp. 1857-1866, Oct. 2019, https://doi.org/10.1109/TSTE.2018.2873710
  9. Mingyu Huang, Xueyuan Cui, Ning Zhang, Mengshuo Jia*, Yi Wang. Optimal Planning of Standalone Net-Zero Energy Systems with Small Modular Reactors. IEEE Transactions on Smart Grid, Vol.15, no. 4, pp. 3751 - 3767, July 2024, https://doi.org/10.1109/TSG.2024.3365614
  10. Mengshuo Jia, Shaowei Huang, Zhiwen Wang, Chen Shen. Privacy-preserving Distributed Parameter Estimation for Probability Distribution of Wind Power Forecast Error. Renewable Energy, vol. 163, no.1, pp. 1857-1866, Jan. 2021, https://doi.org/10.1016/j.renene.2020.06.102
  11. Mengshuo Jia, Chen Shen, Zhaojian Wang. A Distributed Incremental Update Scheme for Probability Distribution of Wind Power Forecast Error. International Journal of Electrical Power and Energy Systems, vol. 121, no. 1, pp. 106151, Oct. 2020, https://doi.org/10.1016/j.ijepes.2020.106151
  12. Mengshuo Jia, Qianni Cao, Sixuan Xu, Hui Cai, Zhenjian Xie, Chen Shen. Analytical Probabilistic Load Flow Algorithm for Transmission Networks Considering the Constraints of Frequency Regulation Capacity. Proceedings of the CSEE, pp. 1-11, Feb. 2023 (In Chinese), https://kns.cnki.net/kcms/detail/11.2107.TM.20230220.1349.002.html
  13. Yi Wang, Mengshuo Jia, Ning Gao, Leandro Von Krannichfeldt, Mingyang Sun, Gabriela Hug. Federated Clustering for Electricity Consumption Pattern Extraction. IEEE Transactions on Smart Grid, vol.13, no. 3, pp. 2425-2439, May 2022, https://doi.org/10.1109/TSG.2022.3146489
  14. Yufan Zhang, Mengshuo Jia, Honglin Wen, Yuanyuan Shi. Toward Value-Oriented Renewable Energy Forecasting: An Iterative Learning Approach. IEEE Transactions on Smart Grid, vol. 16, no. 2, pp.1962 - 1974, March 2025, https://doi.org/10.1109/TSG.2024.3503554
  15. Yifan Su, Zhaojian Wang, Ming Cao, Mengshuo Jia, Feng Liu. Convergence Analysis of Dual Decomposition Algorithm in Distributed Optimization: Asynchrony and Inexactness. IEEE Transactions on Automatic Control, vol. 68, no. 8, pp. 4767-4782, Aug. 2023, https://doi.org/10.1109/TAC.2022.3213608

学生指导

2025届,Andreas Feik(硕士,已推荐至帝国理工学院攻读博士学位)

2023届,Jacopo Saracco(硕士,现为瑞士最大电力生产商 Axpo Group短期量化交易员)

2023届,Deniz Tepe(硕士,现为德国输电系统运营商TenneT电气工程师)

2023届,Aline Scherrer(本科,IEEE PESGM Top20%+Oral,现于苏黎世联邦理工学院攻读硕士学位)

......

授课情况

苏黎世联邦理工学院,Optimization of Energy Systems,研究生课程(联合开设)
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