参与国家重点研发计划项目、国家自然科学基金项目、国网公司总部科技项目等6项。

学术论文：

[1]   Zhang Z,Qin B*, Ding T, Gao X, Zhang Y. CBAM-CNN based transient overvoltage preventivecontrol considering piecewise linear control sensitivity[J]. IEEE Transactionson Power Systems, 2025. (Early Access)

[2]   Zhang Z,Qin B*, Gao X, Ding T, Zhang Y, Wang H. SE-CNN based emergency controlcoordination strategy against voltage instability in multi-infeed hybrid AC/DCsystems[J]. International Journal of Electrical Power & Energy Systems,2024, 160: 110082.

[3]   Zhang Z,Qin B*, Gao X, Ding T. CNN-LSTM based power grid voltage stability emergencycontrol coordination strategy[J]. IET Generation, Transmission &Distribution, 2023, 17(16): 3559-3570.

[4]   Zhang Z,Qin B*, Gao X, Zhang Y, Ding T. An improved decision tree-based method forevaluating transient overvoltage caused by commutation failure in LCC-HVDCsystems[J]. IET Generation, Transmission & Distribution, 2023, 17(23),5124-5134.

[5]   Wang M,Zhang G, Zhang Z*. Impact of HVDC transmission capacity on multi-send HVDCsystem voltage stability[J]. Energy Reports, 2022, 8(10): 1004-1010.

[6]   张哲,秦博宇*,高鑫,丁涛,张逸兴.融合注意力机制和卷积神经网络的电网暂态电压稳定评估及可解释性分析[J].电网技术,2024,48(11):4648-4657.

[7]   张哲,秦博宇*,高鑫,丁涛.基于CNN-LSTM网络的电网电压稳定紧急控制策略[J].电力系统自动化, 2023, 47(11): 60-68.

[8]   秦博宇*,张哲,高鑫,丁涛,张逸兴.响应驱动的直流送端暂态过电压评估及抑制策略[J].电力系统自动化,2025,49(07):148-157.

[9]   秦博宇*,高鑫,张哲,丁涛,张逸兴.知识-数据融合的直流送端系统暂态过电压幅值预测[J].电力系统自动化, 2024, 48(14): 110-118.

[10] Zhang Z, Jiang M, Wang Y, Wang H, Yang F, Qin B*,Emergency Control Strategy for Voltage Stability of Receiving-end GridConsidering the Coordination of Multi-type Resource[C]. 2024 IEEE 8thConference on Energy Internet and Energy System Integration (EI2), Shenyang,China, 2024, pp. 3812-3816.

 公开专利：

[1]   一种抑制直流送端系统暂态过电压的预防控制方法及设备：CN202311529648.3[P]. 2024-02-13.

[2]   一种暂态过电压特征提取方法、系统、终端及介质：CN202410256477.X[P]. 2024-05-28.

[3]   一种暂态过电压评估及抑制策略方法、系统、终端及介质：CN202410507068.2[P]. 2024-07-16.

[4]   一种电压稳定紧急控制方法、系统、终端及介质：CN202410787267.3[P]. 2024-09-24.

[5]   基于决策树和ISS理论的直流系统控制参数分析方法：CN202311486637.1[P]. 2023-12-12.

[6]   一种基于决策树的电力系统薄弱支路辨识方法及系统：CN202311397850.5[P]. 2023-12-01.

[7]   一种基于CNN-LSTM组合网络的电网电压稳定紧急控制方法及系统：CN202211542374.7[P]. 2023-03-14.

[8]   一种暂态过电压幅值的预测方法、系统、终端及介质：CN202310560067.X[P]. 2023-08-18.

[9]   一种地下空间支撑下的电力能源系统：CN202111275709.9[P]. 2021-12-21.

[10] 一种电力系统即插即用的稳定性分析与控制方法：CN202010432570.3[P].2020-08-18.