l 国家重点研发计划任务，RASAS理论与轨道交通自主化运行环境安全协同感知辨识技术及设备研究，2022-2026
l 国家重点研发计划任务，川藏铁路系统综合数字化设计范式与评估方法，2021-2026
l 国家铁路局重点课题，满足高铁场景严苛安全要求的高安全自主式巡检无人机关键技术研究，2024-2026
l 国家铁路局课题，铁路基础设施无人机巡检作业安全性评估及智能化技术研究，2024-2025
l 重大横向课题，京沪高铁基础设施无人机智能巡检系统建设，2023-2024
l 国家能源集团课题，基于精准定位的重载铁路调车作业一体化关键技术及系统，2024-2026
l 国铁集团重点课题，高速铁路基础设施无人机巡检技术深化研究及应用，2022-2024
l 专利许可，基于机载激光雷达的高铁接触线导高及拉出值巡检方法专利实施许可，2022-2024
l 国重实验室课题，基于无人机的铁路开阔区间线路自主跟随关键技术研究，2022-2024
l 国家工程实验室课题，北京实验基地轨道交通线网可靠性分析平台，2021-2023
l 国家重点研发计划任务，空天车地多源信息融合与大数据分析技术，2016-2021
l 国家重点研发计划任务，复杂环境下城市轨道交通系统健康演化规律理论，2016-2020
l 国家自然基金青年基金，基于信息几何与集成学习的列车转向架故障诊断技术研究，2019-2021
l 国家工程实验室课题，城市轨道交通典型电子产品可靠性仿真关键技术研究，2017-2018
l 国重实验室课题，轨道交通设备故障早期预警与预报基础问题研究，2016-2017
l 基本科研业务费，大数据背景下的轨道交通健康管理关键技术研究，2017-2018
l 国家自然基金重大项目，基于临近空间平台的天地一体化信息网络关键技术集成与综合验证，2018-2021
l 国家自然基金重点项目，高速列车运行风险评估及调控基础理论与方法，2019-2023
l 中国工程院咨询（重大），智能高铁战略2035：智能高铁技术平台研究，2018-2019
l 国家重点研发计划任务，城轨车辆关键部件能力检测与评估理论及可靠性分析、RCM策略生成技术研究，2017-2020
l 中国铁路总公司（原铁道部），铁路信号复杂系统可靠性研究，2019-2019
l 国家工程实验室课题，隐患挖掘与运维一体化研究，2017-2018
l 国重实验室课题，基于图像处理和深度学习的城市轨道交通基础设施安全检测与维保策略研究，2019-2020
l 国重实验室课题，基于大数据的高速列车运行风险分析与主动运维优化方法研究，2017-2017
l 国重实验室课题，复杂工况下城轨列车关键设备故障诊断研究，2017-2018
l 国重实验室课题，轨道交通大数据管理与分析方法研究，2016-2018
l 基本科研业务费，城市轨道交通系统RAMSI理论与运维优化实现策略研究，2017-2019
l 基本科研业务费，智能高速铁路系统理论方法体系研究，2018-2021
l 国家973项目，XXX飞机故障预测与健康管理基础问题研究，2010-2014
l 国家民机专项，民机飞行控制系统状态监测与故障特征识别技术，2014-2018
l 国家自然科学基金面上项目，智能维护系统中故障预测的若干问题研究，2011-2013
l 国家自然科学基金青年基金，基于混沌理论的智能维护系统关键技术研究，2008-2010
l GF技术基础项目，XXX液压系统关键部件故障早期预报技术研究，2010-2013
l GF预先研究项目，XXX故障预测系统设计要求论证与试验验证技术研究，2010-2015
l Zhipeng Wang, Yixuan Geng, Limin Jia, Yong Qin, Yuanyuan Chai, Lei Tong, Keyan Liu. Self-Attentive Local Aggregation Learning With Prototype Guided Regularization for Point Cloud Semantic Segmentation of High-Speed Railways[J]. IEEE Transactions on Intelligent Transportation Systems 2023. DOI: 10.1109/TITS.2023.3281352.
l Ning Wang, Limin Jia, Yong Qin, Zhaoyu Li, Bidong Miao, Jie Geng, Zhipeng Wang*. Scale-independent shrinkage broad learning system for wheelset bearing anomaly detection under variable conditions[J]. Mechanical Systems and Signal Processing, 2023, 200: 110653 . DOI:10.1016/j.ymssp.2023.110653.
l Lei Tong, Zhipeng Wang*, Limin Jia, Yong Qin, Donghai Song, Bidong Miao, Tian Tang, Yixuan Geng. TriRNet: Real-Time Rail Recognition Network for UAV-Based Railway Inspection[J]. IEEE Transactions on Intelligent Transportation Systems 2023. DOI: 10.1109/TITS.2023.3328379.
l Ning Wang, Limin Jia, Huiyue Zhang, Yong Qin, Xuejun Zhao, and Zhipeng Wang*. Manifold-Contrastive Broad Learning System for Wheelset Bearing Fault Diagnosis[J] IEEE Transactions on Intelligent Transportation Systems 2023. DOI: 10.1109/TITS.2023.3274256
l Lei Tong, Limin Jia, Yixuan Geng, Liu,Keyan; Yong Qin, Zhipeng Wang*. Anchor-adaptive railway track detection from unmanned aerial vehicle images[J]. Computer-Aided Civil and Infrastructure Engineering 2023. DOI: 10.1111/mice.13004
l Yixuan Geng; Zhipeng Wang*; Limin Jia; Yong Qin; Yuanyuan Chai; Keyan Liu; Lei Tong. 3DGraphSeg: A Unified Graph Representation-Based Point Cloud Segmentation Framework for Full-Range High-Speed Railway Environments[J]. IEEE Transactions on Industrial Informatics 2023. DOI: 10.1109/TII.2023.3246492
l Zhipeng Wang, Ning Wang, Huiyue Zhang, Limin Jia, Yong Qin, Yakun Zuo and Honghui Dong. Segmentalized mRMR Features and Cost-Sensitive ELM With Fixed Inputs for Fault Diagnosis of High-Speed Railway Turnouts[J]. IEEE Transactions on Intelligent Transportation Systems 2023. DOI (identifier)：10.1109/TITS.2023.3239636
l Honghui Dong, Hao Ma, Zhipeng Wang*, Jie Man, Limin Jia, Yong Qin. An Online Health Monitoring Framework for Traction Motors in High-speed Trains using Temperature Signals[J]. IEEE Transactions on Industrial Informatics 2022. DOI: 10.1109/TII.2022.3200357
l Lei Tong, Zhipeng Wang*, Limin Jia, Yong Qin, Yanbin Wei, Huaizhi Yang, Yixuan Geng. Fully Decoupled Residual ConvNet for Real-time Railway Scene Parsing of UAV Aerial Images[J]. IEEE Transactions on Intelligent Transportation Systems 2021. DOI (identifier) 10.1109/TITS.2021.3134318
l Ning Wang, Linlin Kou, Huiyue Zhang, Limin Jia, Yong Qin, Zhipeng Wang*. A self‐adaptive phase‐segmentation and health assessment framework for point machines[J]. IET Intelligent Transport Systems, 2022. DOI: 10.1049/itr2.12299.
l Xu,Shilei; Sun,Jinji; Wang,Zhipeng. Improved design and analysis of a radial magnetic bearing with paired-pole or alternating-pole configurations[J]. IET Electric Power Applications DOI (identifier) 10.1049/elp2.12161
l Geng,Yixuan; Pan,Fengjun; Jia,Limin; Wang,Zhipeng*; Qin,Yong; Tong,Lei; Li,Shiqi. UAV-LiDAR-based Measuring Framework for Height and Stagger of High-Speed Railway[J]. IEEE Transactions on Intelligent Transportation Systems 2021. DOI (identifier) 10.1109/TITS.2021.3071445
l Zuo,Yakun; Wang,Ning; Jia,Limin; Zhang,Huiyue; Wang,Zhipeng*; Qin,Yong. Fully Decomposed Singular Value and Fixed Dictionary Extreme Learning Machine for Bogie Fault Diagnosis[J]. IEEE Transactions on Intelligent Transportation Systems 2021. DOI (identifier) 10.1109/TITS.2021.3089181 Accession number20213410806953
l Dong,Honghui; Chen,Fuzhao; Wang,Zhipeng*; Jia,Limin; Qin,Yong; Man,Jie. An Adaptive Multisensor Fault Diagnosis Method for High-Speed Train Traction Converters[J]. IEEE Transactions on Power Electronics 2021, 36(6): 6288 - 6302. DOI10.1109/TPEL.2020.3034190
l Liu,Jiahao; Wang,Zhipeng*; Wu,Yunpeng; Qin,Yong; Cao,Xianbin; Huang,Yonghui. An Improved Faster R-CNN for UAV-Based Catenary Support Device Inspection[J]. International Journal of Software Engineering and Knowledge Engineering 2020, 30(07): 941-959. DOI10.1142/S0218194020400136
l Geng,Yixuan; Wang,Zhipeng*; Jia,Limin; Qin,Yong; Chen,Xinan. Bogie Fault Diagnosis under Variable Operating Conditions based on Fast Kurtogram and Deep Residual Learning towards Imbalanced Data[J]. Measurement 2020, 166. DOI10.1016/j.measurement.2020.108191
l Wu,Yunpeng; Qin,Yong; Wang,Zhipeng; Ma,Xiaoping; Cao,Zhiwei. Densely pyramidal residual network for UAV-based railway images dehazing[J]. Neurocomputing 2019, 371: 124-136. DOI10.1016/j.neucom.2019.06.076
l Adaptive Multiclass Mahalanobis Taguchi System for Bearing Fault Diagnosis under Variable Conditions[J]. Sensors 2019, 19(1): 26.
l Wang,Zhipeng*; Jia,Limin; Qin,Yong. Bearing Fault Diagnosis Using Multiclass Self-Adaptive Support Vector Classifiers Based on CEEMD–SVD[J]. Wireless Personal Communications, 102(2), 2018, 1669–1682. DOI10.1007/s11277-017-5226-8
l Chen,Xinan; Wang,Zhipeng*; Zhang,Zhe; Jia,Limin; Qin,Yong. A Semi-Supervised Approach to Bearing Fault Diagnosis under Variable Conditions towards Imbalanced Unlabeled Data[J]. Sensors 2018, 18(7): 2097.
l Wang,Zhipeng*; Jia,Limin; Qin,Yong. Adaptive Diagnosis for Rotating Machineries Using Information Geometrical Kernel-ELM Based on VMD-SVD[J]. Entropy, 20(1), 2018: 73. DOI10.3390/s18072097
l Wang,Zhipeng*; Jia,Limin; Kou,Linlin; Qin,Yong. Spectral Kurtosis Entropy and Weighted SaE-ELM for Bogie Fault Diagnosis under Variable Conditions[J]. Sensors 2018, 18(6): 1705. DOI10.3390/s18061705.
l Wu,Yunpeng; Qin,Yong; Wang,Zhipeng*; Jia,Limin. A UAV-Based Visual Inspection Method for Rail Surface Defects[J]. Applied sciences 2018, 8(7): 1028. DOI10.3390/app8071028
l Zhou,Qiang; Qin,Yong; Wang,Zhipeng*; Jia,Limin Study on Fault Diagnosis for Bearing Based on VMD-SVD and Extreme Learning Machine[C], Proceedings of the 3rd International Conference on Electrical and Information Technologies for Rail Transportation, 2017. DOI10.1007/978-981-10-7989-4_9
l Tian,Ye; Wang,Zili; Lu,Chen; Wang,Zhipeng. Bearing diagnostics: A method based on differential geometry, Mechanical Systems and Signal Processing[J], Mechanical Systems and Signal Processing 80 (2016) 377-391. DOI10.1016/j.ymssp.2016.05.010
l An integrated feature extraction algorithm for condition monitoring of railway point machine[C], Prognostics and System Health Management Conference 2016.
l Tian,Ye; Lu,Chen; Wang,Zhipeng; Wang,Zili. Fault diagnosis based on LMD-SVD and information-geometric support vector machine for hydraulic pumps[J], Transactions of the Canadian Society for Mechanical Engineering, 2015, 39(03): 569-580. DOI10.1139/tcsme-2015-0044
l Zhipeng Wang, Chen Lu*, Zili Wang, Hongmei Liu, Huanzhen Fan. Fault diagnosis and health assessment for bearing using Mahalanobis–Taguchi System based on EMD-SVD technique[J], Transactions of the Institute of Measurement and Control, Vol.35(6), 2013.798-807. DOI10.1177/0142331212472929
l Wang,Zhipeng; Lu,Chen*; Wang,Zili; Ma,Jian. Health assessment of rotary machinery based on integrated feature selection and Gaussian mixed model[J], Journal of Vibroengineering. Vol.16(4), 2014, p. 1753‑1762.
l Wang,Zhipeng; Lu,Chen*; Wang,Zili. Chaotic Information-Geometric Support Vector Machine and Its Application for Fault Diagnosis of Hydraulic Pump[J], Journal of Vibroengineering, Vol.16(2), 2014, p. 1033‑1041.
l Lu,Chen*; Ma,Ning; Wang,Zhipeng. Fault detection for hydraulic pump based on chaotic parallel RBF network[J], EURASIP Journal on Advances in Signal Processing, 2011:49. DOI
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l Jikun,Bei; Chen,Lu*; Zhipeng,Wang; Zili,Wang. An approach to health assessment for tools in milling machine[J]. Journal of Vibroengineering, Volume 15, Issue 2, Pages 773-783, 2013
l Wang Zhipeng*; Lu Chen; Tao Xiaochuang; Fan Huanzhen; Wang Zili. Application of Wavelet Packet and Mahalanobis–Taguchi System for hydraulic pump fault diagnosis[J], Lecture Notes in Information Technology, Vol.14, 41-46
l 秦勇;邵长虹;杨怀志;代冲;田惠文;崔京;陈奕超;王志鹏*. 京沪高铁基础设施无人机智能巡检系统关键技术[J].中国铁路，2024,(04)：15-21. DOI:10.19549/j.issn.1001-683x.2024.03.18.004.
l 王志鹏;邵长虹;杨怀志;秦勇;薄一军;古文超;张丁慈;耿毅轩. 面向铁路无人机巡检的大范围点云配准方法[J].中国铁路，2024,(05):41-49. DOI:10.19549/j.issn.1001-683x.2024.03.19.007.
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