姚家驰

职位:教研岗

职称:硕士研究生导师

邮箱:yaojc.2020@tsinghua.org.cn

发文时间:2025-01-14 撰稿人:

部分学术论文:

[1] Data-driven Lithium-ion batteries capacity estimation based on deep transfer learning using partial segment of charging/discharging data[J]. Energy, 2023, 271, 127033. (中科院一区TOP期刊,IF=9,全球前0.1%ESI热点论文,连续12个月全球前1%ESI高被引论文

[2] Semi-supervised adversarial deep learning for capacity estimation of battery energy storage systems[J]. Energy, 2024, 294:130882.(中科院一区TOP期刊,IF=9,全球前1%ESI高被引论文

[3] Multi-sensor fusion fault diagnosis method of wind turbine bearing based on adaptive convergent viewable neural networks[J]. Reliability Engineering and System Safety, 2024, 245:109980.(中科院一区TOP期刊,IF=8.1,全球前1%ESI高被引论文

[4] Noise source separation of diesel engine by combining binaural sound localization method and blind source separation method[J]. Mechanical Systems and Signal Processing, 2017, 96, 303-320.(中科院一区TOP期刊,IF=8.4)

[5] Adaptive Convergent Visibility Graph Network: An Interpretable Method for Intelligent Rolling Bearing Diagnosis[J]. Mechanical Systems and Signal Processing, 2025, 222, 111761.(中科院一区TOP期刊,IF=8.4)

[6] Numerical investigation on the effects of HC geometry on the flow and heat transfer in the disk cavity system at the turbine vane root[J]. Applied Thermal Engineering, 2023, 230, 120794.(中科院一区TOP期刊,IF=6.4)

[7] Energy-Propagation Graph Neural Networks for Enhanced Out-of-Distribution Fault Analysis[J]. IEEE Internet of Things Journal, 2025, 12(1), 531-543.(中科院一区TOP期刊,IF=8.2)

[8] Confidence-aware Quantile Transformer for Reliable Degradation Prediction of Battery Energy Storage Systems[J]. Reliability Engineering and System Safety, 2025.(中科院一区TOP期刊,IF=9)

[9] Fault detection of complex planetary gearbox using acoustic signals[J]. Measurement, 2021, 178, 109428.(中科院二区TOP期刊,IF=5.2)

[10] Noise source identification of diesel engine based on variational mode decomposition and robust independent component analysis[J]. Applied Acoustics, 2017, 116, 184-194.(中科院二区,IF=3.4)

[11] A low-frequency fault detection method for low-speed planetary gearbox based on acoustic signals[J]. Applied Acoustics, 2022, 195, 108838.(中科院二区,IF=3.4)

[12] Fault diagnosis of planetary gearbox based on acoustic signals[J]. Applied Acoustics, 2021,181, 108151.(中科院二区,IF=3.4)

[13] A planetary gearbox fault diagnosis method based on time-series imaging feature fusion and transformer model[J]. Measurement Science and Technology, 2023, 34(2):024006.(中科院三区,IF=2.4)

[14] Twins Transformer: Rolling Bearing Fault Diagnosis based on Cross-attention Fusion of Time and Frequency Domain Features[J]. Measurement Science and Technology, 2024, 35, 096113.(中科院三区,IF=2.4)

[15] An element-free Galerkin coupled with improved infinite element method for exterior acoustic problem[J]. Journal of Theoretical and computational acoustics, 2019, 27(2), 1850021.(中科院三区,IF=1.9)

[16] Comparative analysis and forecasting of isentropic efficiency of gas turbine compressor with ARIMA, VAR, NARNN and ANFIS approaches[C]. The 12th International Conference on Prognostics and System Health Management, Zhengzhou, China, 22-24th October, 2021.(国际学术会议最佳论文奖)

部分国际/国家发明专利:

[1] High-efficiency and low-cost recycling apparatus for carbon fiber composite material waste[P]. LU506445.

[2] 一种基于球坐标欠定盲源分离的轴承故障监测方法及系统[P]. 202410053241.6.

[3] 基于多源多尺度信息融合的工业园区能耗集成预测方法[P]. 202411162934.5.

[4] 面向工业节能降碳的案例推理多属性优化方法及系统[P]. 202411162937.9.

[5] 一种分位数Transformer的工业园区能耗区间预测方法及系统[P]. 202411162931.1.

[6] 一种内燃机隔振器特定频率下的逆向优化设计方法及系统[P]. 202411239417.3.

[7] 一种采样力度自适应的内燃机结构响应重构方法及系统[P]. 202411370332.9.

[8] 煤巷掘进过程中合理进尺的确定方法、装置及电子设备[P]. 202410095902.1.

[9] 一种加油站风险评估方法、装置、系统以及存储介质[P]. 202410402228.7.

[10] 一种基于自适应聚合可视图的轴承智能诊断方法及系统[P]. 202310700517.0.

[11] 一种碳纤维复合材料废弃物高效低成本再回收装置[P]. 202310449140.6.

[12] 一种内嵌式大管径油液磨粒检测装置及其检测方法[P]. 202310951881.4.

[13] 一种外磨床砂轮修整装置[P]. 202310442336.2.

[14] 窑炉运行状态确定方法、装置和计算机设备[P]. 202210224068.2.

[15] 一种行星齿轮箱断齿故障在线声学监测诊断方法[P]. 202110799918.7.

部分软件著作权:

[1] 储能电池运维管理系统. 2024SR1378933.

[2] 混合动力系统监测系统. 2024SR1378917.

[3] 微电网能量管理系统. 2024SR1429811.

[4] 蓄电池剩余使用寿命预测系统. 2024SR1435244.

 

访问量: 开通时间 :2022-11-20 最后更新时间 :2025-01-14