一、简介
梁栋，1990年8月生，山东潍坊人，博士，河北工业大学硕士生导师。
二、教育工作经历
●2017/7-今，河北工业大学，电气工程学院，讲师
●2018/09-2019/09，康奈尔大学，电气与计算机工程学院，访问学者
●2012/09-2017/06，天津大学，电气自动化与信息工程学院，研究生/硕士、博士
●2008/09-2012/06，山东大学，电气工程学院，本科/学士
三、研究方向
主要研究方向为新能源配电系统的态势感知与运行控制。
四、科研工作
1、科研项目
1) 国家自然科学基金青年科学基金项目（C类), 2026-2028
2) 河北省自然科学基金青年项目, 2021-2024
3) 天津市自然科学基金青年项目, 2022-2024
4) 河北省教育厅科技项目青年项目，2020-2022
5) 智能电网教育部重点实验室开放课题，2020
6) 国网天津市电力有限公司科技项目，2019
7) 国网河北省电力有限公司科技项目，2021-2022
8) 国网河北省电力有限公司科技项目，2022-2023
9) 国网河北省电力有限公司科技项目，2023-2024
10) 国网内蒙古东部电力有限公司科技项目，2024-2025
2、科研论文
[1] D. Liang, S. Su*, L. Zeng and S. Wang, “Coupled dynamic-static decentralized robust state estimation for integrated electricity-gas systems,” IEEE Transactions on Smart Grid, vol. 15, no. 6, pp: 5568-5582, 2024.
[2] D. Liang, G. He, L. Zeng, H.D. Chiang, and H. Chen, “Efficient two-stage fault localization for distribution networks with optimally placed μPMUs,” IEEE Transactions on Smart Grid, vol. 16, no. 6, pp: 5185-5199, 2025.
[3] D. Liang, B. Zhang, L. Zeng*, H.D. Chiang, and W. Tian, “Robust identification and correction of multiple parameter errors in power networks using a relaxation-regularization method,” IEEE Transactions on Power Systems, 2026. (Early Access)
[4] D. Liang*, S. Su, L. Zeng and H.D. Chiang, “Decentralized method for nonconvex robust static state estimation of integrated electricity-gas systems,” CSEE Journal of Power and Energy Systems, 2024.
[5] D. Liang*, L. Zeng and H.D. Chiang, “Simultaneous identification and correction of multiple network parameter errors by mixed-effects models,” IEEE Transactions on Control of Network Systems, vol. 9, no. 2, pp: 879-890, 2022.
[6] D. Liang*, G. Li, X. Liu, L. Zeng, H.D. Chiang and S. Wang, “Bayesian state estimation for partially observable distribution networks via power flow-informed neural networks,” International Journal of Electrical Power and Energy Systems, vol. 170, no:110886, 2025.
[7] D. Liang*, L. Zeng, H.D. Chiang and S. Wang, “Power flow matching-based topology identification of medium-voltage distribution networks via AMI measurements,” International Journal of Electrical Power and Energy Systems, vol. 130, no:106938, 2021.
[8] L. Zeng, H.D. Chiang, and D. Liang*, “Toward minimal number of controls for thermal violation mitigation for very large-scale grids,” IEEE Transactions on Power Systems, 2025. (Early Access)
[9] Q. Liu, H. Chen, D. Liang*, X. Ji, and L, Zhang, “Collaborative optimization of reference powers and droop Coefficients in DC distribution networks considering flexibility enhancement,” Sustainable Energy, Grids and Networks, vol. 39, no:101416, 2024.
[10] L. Zeng, H.D. Chiang and D. Liang*. “Robust optimal power flow under renewable uncertainty with pairwise convex hull and non-affine AGC redispatch strategy,” Electric Power Systems Research, vol. 210, no. 108136, Sep. 2022.
[11] 梁栋*, 邱馨洁, 刘琪, 王笑雪, 王守相. 电动汽车与直流配电网协同的分布式自适应滚动预测调度[J], 电力系统自动化, 2023, 47 (24): 90-99.
[12] 梁栋*, 刘啸宇, 曾林, 孙智卿, 王守相. 基于潮流引导神经网络的配电网贝叶斯状态估计[J], 高电压技术, 2024, 50(11): 4864-4874.
[13] 梁栋, 赵月梓, 贺国润, 陈海文*.基于图半监督与多任务学习的配电网故障区段与类型统一辨识[J], 电力系统保护与控制, 2024, 52(12): 25-32.
[14] 梁栋*, 郭育威, 王笑雪, 刘琪, 王守相. 考虑储能与动态重构的柔性互联配电系统两阶段鲁棒优化[J], 电力建设, 2022, 43(9): 94-103.
[15] 梁栋*, 张煜堃, 王守相, 孙智卿. 基于非线性回归的含隐节点低压配电网参数和拓扑联合辨识[J], 电力系统及其自动化学报, 2021, 33(11): 28-36.
[16] D. Liang*, S. Wang, D. Zhang, L. Ge and K. Li, “A guaranteed two-stage state estimation framework for unbalanced three-phase distribution systems by considering multi-source measurement uncertainty,” 2018 IEEE Power & Energy Society General Meeting (PESGM 2018).
[17] S. Su, D. Liang, L. Zeng, and X. Wang, “Robust state estimation of integrated electricity gas systems based on constrained iteratively reweighted least squares,” International Conference on Power System Technology (PowerCon 2023).
[18] S. Wang, D. Liang, L. Ge and L. Wu, “PQ decoupled three-phase numerical observability analysis and critical data identification for distribution systems,” International Transactions on Electrical Energy Systems, vol. 27, no. 6, pp: e2317, 2017.
[19] S. Wang, D. Liang, L. Ge and X. Wang, “Analytical FRTU deployment approach for reliability improvement of integrated cyber-physical distribution systems,” IET Generation, Transmission & Distribution, vol. 10, no. 11, pp: 2631-2639, 2016.
[20] 王守相, 梁栋, 葛磊蛟. 智能配电网态势感知和态势利导关键技术[J], 电力系统自动化, 2016, 40(12): 2-8.(2021领跑者5000—中国精品科技期刊顶尖论文)
3、科研专利：
[1] L. Zeng, D. Liang, H.D. Chiang, and G.L Chiang. Online state estimation and topology identification using advanced metering infrastructure (AMI) measurements: U.S. Patent 11824354 B2. 2023.
[2] 梁栋,张煜堃,陈贺,王强,刘海涛,王鹏,李江峰. 基于非线性回归的低压配电网参数和拓扑联合辨识方法[P]. 天津市: CN112600191B, 2023.
[3] 梁栋,郭育威,胡金路,辛海斌,孙海宁,刘晓龙,贾海旭. 一种柔性互联配电系统两阶段鲁棒优化方法[P]. 天津市: CN114649814B, 2025.
4、科研奖项：
[1] 复杂配用电系统协同优化技术研究及工程应用，河北省科技进步一等奖，2017.
[2] 新能源配电网多源量测高精度动态感知与安全控制技术及应用，国家电网有限公司科技进步三等奖，2023
[3] 分布式资源低压直流聚合接入的县域配电网规划运行关键技术与应用，河北省科技进步三等奖，2024
五、拟招研究生信息（硕士或直博生）
硕士研究生2名，优先招收数学背景、英语和编程良好者，及对以下(之一)熟悉者：MATPOWER, OpenDSS, Simulink, PSCAD, PyTorch, IPOPT, CPLEX, Gurobi, AMPL.
六、联系邮箱：
liangdong@hebut.edu.cn
