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He Lei

Associate Professor of School of Artificial Intelligence, AUST

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学术论文

  • Lei, H., Yongcun, G., Yanqiu, Z., Kun, H., Lingyun, L., Qisheng, L., … & Zhihui, X. (2026). Advances and future prospects of intelligent coal gangue sorting with dual-energy X-ray transmission. Minerals Engineering, 249, 110830.
  • Wenshan Wang, Hao Wang, Lei He*, Yongcun Guo, Lulu Liu, Yanqiu Zhao, Tun Yang and Zhihui Xu. 2026. Eng. Res. Express. 8. 115233.
  • Lei He, Yongcun Guo, Yanqiu Zhao, Qisheng Luo, Kun Hu, Lingyun Liu, Yuhao Yang, Wenshan Wang, Tun Yang, Zhihui Xu,
    Intelligent recognition and parameterized characterization of coal gangue distribution based on DE-XRT, Powder Technology, Volume 479, 2026, 122553, https://doi.org/10.1016/j.powtec.2026.122553.
  • Liu, Z., Guo, Y., Wang, S., Hu, K., He, L., Su, G., … & Yang, Y. (2026). Particle uniformity control and deposition suppression in pneumatic conveying of coal gangue using a rotary swirl intensification device. Powder Technology, 123097.
  • Yang, Yuhao, et al. “Dual-modality fusion for robust coal gangue detection and three-dimensional center localization in industrial mineral sorting.” Minerals Engineering 246 (2026): 110426.
  • 郭永存,胡坤,苏国用,李德永,何磊等.矸石不出井工艺技术及装备研究进展[J/OL].煤炭科学技术,1-16[2026-06-11].https://link.cnki.net/urlid/11.2402.td.20260507.0909.002.
  • Wang W, Wang H, He L, et al. Foreign Object Detection Method for Coal Mine Conveyor Belts Based on Dynamic Snake Convolution and Spatial-Channel Synergistic Attention[J]. Engineering Research Express, 2026.
  • He L, Guo Y, Zhao Y, et al. Intelligent recognition and parameterized characterization of coal gangue distribution based on DE-XRT[J]. Powder Technology, 2026: 122553.
  • Yang, T., Guo, Y., Wang, W., Wang, S., & He, L. (2025). Regional Obstacle Detection and Distance Measurement for Rail Auxiliary Transportation Vehicles in Underground Coal Mines. IEEE Transactions on Intelligent Transportation Systems.
  • 郭永存,杨宇豪,李德永,王爽,何磊等.基于自适应低照度图像增强的煤矸实时分割方法[J/OL].煤炭科学技术,1-16[2025-12-26].https://link.cnki.net/urlid/11.2402.TD.20250708.1339.008.
  • 赵艳秋,王成军,张西洋,何磊.基于“机器人+”产教融合的人工智能类专业实践教学模式研究——以安徽理工大学为例[J].科技视界,2024,14(17):16-19.
  • 赵艳秋,陈伟,何磊.基于嵌入式平台的轻量级煤矸检测方法研究[J/OL].山西大学学报(自然科学版),1-9[2025-12-26].https://doi.org/10.13451/j.sxu.ns.2024121.
  • 郭永存,骆启生,王爽,何磊等.基于深度相机与DE-XRT双模态数据融合的煤矸识别和密度预测[J/OL].煤炭学报,1-18[2025-12-26].https://doi.org/10.13225/j.cnki.jccs.2025.0289.
  • 郭永存,骆启生,何磊,等.融合厚度信息的煤矸DE-XRT密度精准预测方法[J/OL].煤炭科学技术,1-16[2025-12-26].https://link.cnki.net/urlid/11.2402.TD.20250804.1632.007.
  • 王文善,赵艳秋,何磊,等.知识图谱赋能工程制图课程智慧化教学路径探索[J].科技视界,2025,15(25):94-96.
  • 郭永存，何磊，刘普壮，王希， 煤矸双能 X 射线图像多维度分析识别方法 [J]. 煤炭学报, 2021,01,01, 46(01): 300-309.（通讯作者，IF=5.694）
  • Shuang Wang, Lei He, Yongcun Guo, Kun Hu, Deyong Li, Yanqiu Zhao, Xin Ma. Dual-energy X-ray transmission identification method of multi-thickness coal and gangue based on SVM distance transformation [J]. Fuel, 2023, 356: 129593. （通讯作者，IF=6.7）
  • Lei He, Shuang Wang, Yongcun Guo Gang Cheng, Kun Hu, Yanqiu Zhao, Xi Wang. Multi-scale coal and gangue dual-energy X-ray image concave point detection and segmentation algorithm [J]. Measurement, 2022,06,15, 196: 111041.（IF=5.2）
  • Zhao, Y., Wang, S., Guo, Y., Cheng, G., He, L., & Wang, W. (2023). Research on the fine identification of coal types and gangue based on X-ray diffraction principle. International Journal of Coal Preparation and Utilization, 43(11), 1885-1896.
  • Luo, Q., Wang, S., Guo, Y., He, L., Cheng, G., & Li, X. (2022). Foreground segmentation and location of coal and gangue under complex similar background. Measurement Science and Technology, 34(3), 035406.
  • Zhao, Y., & He, L. (2024). Research on small target segmentation method in dual-energy X-ray images of coal and gangue based on APSO-C_Otsu. International Journal of Coal Preparation and Utilization, 44(9), 1447-1458.
  • Li, X., Wang, S., He, L., & Luo, Q. (2023). A study on the influence of particle size on the identification accuracy of coal and gangue. Gospodarka Surowcami Mineralnymi-Mineral Resources Management, 109-129.
  • Zhao, Y., Wang, S., Guo, Y., Cheng, G., He, L., & Wang, W. (2022). The identification of coal and gangue and the prediction of the degree of coal metamorphism based on the EDXRD principle and the PSO-SVM model. Gospodarka Surowcami Mineralnymi-Mineral Resources Management, 113-129.
  • Lei He,Shuang Wang,Yongcun Guo,Kun Hu,Gang Cheng, Xinquan Wang. Study of raw coal identification method by dual-energy X-ray and dual-view visible light imaging [J]. Int J Coal Prep Util, 2023,08,04: 1-16.（IF=2.0）
  • Luo Q, Wang S, Guo Y, et al. An accurate measurement method of irregular coal gangue volume based on adaptive image restoration and error compensation[J]. Measurement, 2025, 240: 115597.
  • Luo, Q., Wang, S., Li, X., & He, L. (2022). Recognition of coal and gangue based on multi-dimensional gray gradient feature fusion. Energy Sources, Part A: Recovery, Utilization, and Environmental Effects, 44(3), 8060-8076.
  • Luo, Q., Wang, S., Guo, Y., He, L., & Li, X. (2023). Adaptive image enhancement and particle size identification method based on coal and gangue. Measurement Science and Technology, 34(10), 105403.
  • Lei He,Shuang Wang,Yongcun Guo,Kun Hu,Gang Cheng,Shape selection recognition and scattering distribution prediction of adhesion targets in multi-scale dual-energy X-ray images of coal and gangue [J]. Int J Coal Prep Util, 2023,02,02: 1-22.（IF=2.0）
  • Lei He,Shuang Wang,Yongcun Guo,Detection of Pits by Conjugate Lines: An Algorithm for Segmentation of Overlapping and Adhesion Targets in DE-XRT Sorting Images of Coal and Gangue [J]. Appl Sci-Basel, 2022, 12(19): 9850. （IF=2.7）
  • Luo, Q., Wang, S., Guo, Y., Li, D., He, L., & Cheng, G. (2024). Research on identification of coal and gangue under complex working conditions based on relief feature. International Journal of Coal Preparation and Utilization, 44(9), 1431-1446.
  • Zhao, Y., Wang, S., Cheng, G., & He, L. (2022). Study on coal and gangue recognition method based on the combination of X-ray transmission and diffraction principle. Energy Sources, Part A: Recovery, Utilization, and Environmental Effects, 44(4), 9716-9728.
  • Lei He,Shuang Wang,Yongcun Guo,DE-XRT coal preparation image overlapping and adhesion particle segmentation method [J]. Physicochem Probl Mi, 2022, 58(6): 155840.（IF=1.047）
  • Deyong Li, Lei He, Yongcun Guo, Shang Wang, Gang Cheng,Dual-energy X-ray transmission identification method for coal and gangue with different thicknesses and densities[J]. Measurement, 2024, 225: 113718.（通讯作者，IF=5.2）
  • 何磊,郭永存,支亚,王爽,李德永,胡坤程刚,基于几何特征约束的煤矸DE-XRT精准识别方法 [J]. 煤炭科学技术, 2024,05,26, 52(5):262−275.（IF=3.258）

公开数据

发明专利

实用新型

软件著作权

  • 煤矸智能光电分选目标分布状态识别与分析系统
  • 煤矿井下柔性选矸系统
  • 煤矿井下智能选矸设备故障诊断系统
  • 煤矿井下矸石气力输送监控平台
  • 煤矿井下干选系统健康监测系统

项目经历

  • 6/19~12/20 安徽省科技重大专项，结题，参与

  • 12/21~12/23 安徽省高校协同创新项目，结题，参与

  • 12/21~12/24 安徽理工大学硕、博士研究生创新基金，结题，主持

  • 12/21~12/22 安徽省高校科研项目，结题，主持

  • 12/24~12/27 安徽理工大学人才引进基金项目，在研，主持

  • 12/24~12/26 合肥综合性国家科学中心能源研究院重大培育项目，在研，参与，R10

  • 06/25~06/27 机械工业矿山采选装备智能化重点实验室开放基金，在研，主持

  • 07/25~07/27 企业委托项目，在研，参与，R3

  • 07/25~07/27 企业委托项目，在研，参与，R3

  • 06/25~06/27 矿山智能技术与装备协同创新中心开放基金，在研，主持

  • 01/26~01/28 煤炭无人化开采数智技术全国重点实验室开放基金，在研，主持

  • 01/27~12/29 国家自然科学基金青年科技基金C类，在研，主持

取得荣誉

  • 安徽省优秀毕业生
  • 博士研究生国家奖学金
  • 安徽省机械工程学会优秀博士论文
  • 国家资助博士后研究人员计划
  • 中国工程机械学会博士论文激励计划
  • 中国发明协会创业奖成果奖一等奖
  • 安徽省优秀博士论文

实习实践

  • 3/19~5/19 中科光电 煤机开发部

  • 7/20~9/20 中科光电 煤机开发部

  • 7/21~9/21 中科光电 煤机开发部