张梦杰

汉族，中共党员，副教授，优秀人才岗位，“2115人才培育发展支持计划”青年新星。在智慧畜牧、多模态传感器检测与信号处理、人工智能交叉应用前沿领域开展研究，促进了学科交叉融合，以第一/通讯作者发表SCI论文24篇，包括中科院分区TOP期刊20篇，7篇IF大于10。以第一发明人授权发明专利6项，获得中国发明协会创新创业奖1项。主持科研项目与人才项目6项：国家博士后创新人才支持计划(“博新计划”)、国家自然科学基金青年科学基金项目、中国博士后科学基金面上项目、中国农业大学“2115人才培育发展支持计划”、“拼多多-中国农业大学”研究基金、畜禽营养与饲养全国重点实验室开放课题。以项目骨干或主要成员参与在研的国家重点研发计划2项、智力援疆创新拓展人才计划—中国农业大学肉羊产业高质量发展研究“小组团”援疆团队示范点项目1项、内蒙古自然科学基金重点项目1项等。

多模态传感器检测与信号处理；可穿戴传感技术；可吞入胶囊传感器；计算机视觉技术；智慧畜牧；畜牧业碳排放效率评估；人工智能交叉理论

本科生课程：近十年课程数据

纵向项目 横向项目

1．Zhang, M., Wang, X., Feng, H., Huang, Q., Xiao, X., & Zhang, X. (2021). Wearable Internet of Things enabled precision livestock farming in smart farms: A review of technical solutions for precise perception, biocompatibility, and sustainability monitoring. Journal of Cleaner Production, 312, 127712. (第一作者，SCI收录，IF=10.7，一区TOP)

2．Zhang, M., Zhu, Y., Wu, J., Zhao, Q., Zhang, X.*, Luo, H.* (2024) Improved composite deep learning and multi-scale signal features fusion enable intelligent and precise behaviors recognition of fattening Hu sheep. Computers and Electronics in Agriculture, 227, 109635. (第一作者，SCI收录，IF=9.3，一区TOP)

3．Zhang, M., Hong, D., Wu, J., Zhu, Y., Zhao, Q., Zhang, X.*, Luo, H.* (2025) Sheep-YOLO: improved and lightweight YOLOv8n for precise and intelligent recognition of fattening lambs’ behaviors and vitality statuses.Computers and Electronics in Agriculture, 236, 110413. (第一作者，SCI收录，IF=9.3，一区TOP)

4．Zhang, M., Feng, H., Tomka, J., Polovka, M., Ma, R., & Zhang, X. (2021). Predicting of mutton sheep stress coupled with multi-environment sensing and supervised learning network in the transportation process. Computers and Electronics in Agriculture, 190, 106422. (第一作者，SCI收录，IF=9.3，一区TOP)

5．Zhang, M., Feng, H., Luo, H., Li, Z., & Zhang, X. (2020). Comfort and health evaluation of live mutton sheep during the transportation based on wearable multi-sensor system. Computers and Electronics in Agriculture, 176, 105632. (第一作者，SCI收录，IF=9.3，一区TOP)

6．Chen, S., Zhang, M.*, Hong, D., Zhao, Q., Ostojic, G., & Zhang, X. (2025). Portable instant microfluidic electrochemical sensor and supervised self-learning model enabled precise vitality status recognition of Hu sheep. Chemical Engineering Journal, 522, 167995. (通讯作者，SCI收录，IF=13.5，一区TOP)

7．Zhang, X., Jiang, D., Li, J., Zhao, Q., Zhang, M.* (2024). Carbon Emission Oriented Life Cycle Assessment and Optimization Strategy for Meat Supply Chain. Journal of Cleaner Production, 439, 140727. (通讯作者，SCI收录，IF=10.7，一区TOP)

8．Nsabiyeze, A., Ma, R., Li, J., Zhao, Q., Zhang, M.* (2024). Mitigating greenhouse gas emissions from sheep production system in China: An integrated approach of data envelopment analysis and life cycle assessment. Resources, Conservation and Recycling, 207, 107695. (通讯作者，SCI收录，IF=12.7，一区TOP)

9．Nsabiyeze, A., Ma, R., Li, J., Luo, H., Tomka, J., Zhao, Q., Zhang, M.* (2024). Tackling climate change in agriculture: A global evaluation of the effectiveness of carbon emission reduction policies. Journal of Cleaner Production, 468, 142973. (通讯作者，SCI收录，IF=10.7，一区TOP)

10．Jiang, D., Zhang, M.*, Li, J., Ma, R., Chen, K., Stankovski, S. (2025). Multi-model fusion for evaluating carbon emissions in China's provincial sheep production and developing precise reduction strategies. Journal of Cleaner Production, 525, 146542. (通讯作者，SCI收录，IF=10.7，一区TOP)

11．Yin, M., Ma, R., Huang, W., Chi, F., Zhao, Q., Zhang, M.*, (2025). High-performance flexible wearable electronics for sheep physiological information wireless sensing and health assessment.Computers and Electronics in Agriculture, 231, 109917. (通讯作者，SCI收录，IF=9.3，一区TOP)

12．Jiang, D., Zhang, M.*, Yu, J., Zhao, Q., Bakaric, M. B., Chen, K., Zhang, X. (2025). Ai-driven advanced flexible pressure sensor arrays for smart animal husbandry: Response characteristics, optimization strategies, innovative applications. Computers and Electronics in Agriculture, 239, 110988. (通讯作者，SCI收录，IF=9.3，一区TOP)

13．Yin, M., Ma, R., Luo, H., Li, J., Zhao, Q., Zhang, M.*, (2023). Non-contact sensing technology enables precision livestock farming in smart farms. Computers and Electronics in Agriculture, 212, 108171. (通讯作者，SCI收录，IF=9.3，一区TOP)

14．Nsabiyeze, A., Zhang, M.*, Li, J., Zhao, Q. & Zhang, X.* (2025). Precision livestock farming for climate-resilient livestock management: a review of real-time monitoring and decision support systems. Journal of Cleaner Production, 468, 142973. (共同一作/通讯，SCI收录，IF=10.7，一区TOP)

15．Kong, C., Ma, R., Guo, X., Zhang, L., Song, C., Zhang, M.* & Hu, J.*(2024). A non-implantable flexible stretchable sensor for detecting respiratory rhythms in animals. Computers and Electronics in Agriculture, 224, 109183. (共同通讯作者，SCI收录，IF=9.3，一区TOP)

16．Huang, W., Xia, J., Wang, X., Zhao, Q., Zhang, M.*, & Zhang, X.* (2023). Improvement of non-destructive detection of lamb freshness based on dual-parameter flexible temperature-impedance sensor. Food Control, 153, 109963.(共同通讯作者，SCI收录，IF=6.1，一区TOP)

17．Wang L.¹, Zhang M.¹, Li Y., Xia J., & Ma R. (2021). Wearable multi-sensor enabled decision support system for environmental comfort evaluation of mutton sheep farming. Computers and Electronics in Agriculture. 187, 106302. (共同第一作者，SCI收录，IF=9.3，一区TOP)

18．Xia, J., Huang, W., Mayer-baranyi, K., Zhang, M.*, & Zhang, X* (2023). Conformal Temperature/impedance Sensing Patch Based on Graphene Materials for Non-destructive Detection of Fish Freshness. ACS Applied Materials & Interfaces, 15, 45095−45105.(共同通讯作者，SCI收录，IF=8.5，二区TOP)

19．Xia, J., Huang, W., Wang, X., Zhu, Z., Zhang, M.*, & Zhang, X.* (2023). Flexible sensing technology for fruit quality control in the cold chain: Characterization, application, and improvement. Food Control, 154, 109976.(共同通讯作者，SCI收录，IF=6.1，一区TOP)

20．Fu, Y., Zhang, M., Mao, D., Wang, D., Luo, H. *, Zhang, X. *(2025). Improved feed-forward neural network and multidimensional motion data for accurate recognition of sheep behaviour at multiple fattening stages. Biosystems Engineering, 257, 104218.(共同第一作者，SCI收录，IF=5.9，二区TOP)

21．Zhu, Y., Zhang, W., Zhang, Y., Zhang, X., & Zhang, M.* (2025). Cross-modal data fusion and deep learning techniques enabled non-destructive fish vitality recognition during cryogenic waterless live transport. Biosystems Engineering, 257, 104200. (共同通讯作者，SCI收录，IF=5.9，二区TOP)

22．Xia, J., Huang, W., Feng, H., He, Y., Zhang, M.*, & Zhang, X.* (2023). Wearable electronic system for non-destructive assessment of stress level during cryogenic waterless live transportation. Sensors and Actuators A: Physical, 361, 114589. (共同通讯作者，SCI收录，IF=4.8，三区)

23．Zhang, M., Wang, L., Feng, H., Zhang, L., Zhang, X., & Li, J. (2020). Modeling Method for Cost and Carbon Emission of Sheep Transportation Based on Path Optimization. Sustainability, 12(3), 835. (第一作者，SCI收录，IF=3.6，三区)

24．Liu, P., Zhang, L., Li, Y., Feng, H., Zhang, X., & Zhang, M.* (2023). rGO-PDMS Flexible Sensors Enabled Survival Decision System for Live Oysters. Sensors, 23(3), 1308.(共同通讯作者，SCI收录，IF=3.7，三区)

25．Wang, X. ¹, Zhang, M. ¹, Zhang, L., Xu, J., Xiao, X., & Zhang, X. (2022). Inkjet-printed flexible sensors: from function materials, manufacture process, and applications perspective. Materials Today Communications, 103263. (共同第一作者，SCI收录，IF= 4.3，三区)

26．Yin, M., Zhang, M., Deng H., Ma, R.*, & Hu, J.* (2022). Facile and rapid fabrication of wearable sensing patch via laser-based reduction graphene oxide for temperature and respiration tracking. Sensors and Actuators A: Physical, 393, 116792. (第二作者，SCI收录，IF=4.8，三区)

27．张小栓,张梦杰,王磊,罗海玲,李军.畜牧养殖穿戴式信息监测技术研究现状与发展分析[J].农业机械学报,2019,50(11):1-14. (EI收录)

28．马瑞芹,张梦杰,于瑞航,崔衍,王想.可穿戴生物感知的肉羊运输应激特征参数提取与建模[J].农业机械学报,2021,52(10):291-299，416. (EI收录)

29．Feng, H., Zhang, M., Zhang, L., Chen, B., & Zhang, X. (2021). Evaluation of dynamic stress level and physiological change for live salmon in waterless and low-temperature transportation. Aquaculture, 544, 737128. (SCI收录，IF=4.4，一区TOP)

30．Feng, H., Zhang, M., Liu, P., Liu, Y., & Zhang, X. (2020). Evaluation of IoT-Enabled Monitoring and Electronic Nose Spoilage Detection for Salmon Freshness During Cold Storage. Foods, 9(11), 1579. (SCI收录，IF=5.6，二区)

31．Feng, H., Zhang, M., Gecevska, V., Chen, B., Saeed, R., & Zhang, X. (2022). Modeling and evaluation of quality monitoring based on wireless sensor and blockchain technology for live fish waterless transportation. Computers and Electronics in Agriculture, 193, 106642. (SCI收录，IF=9.3，一区TOP)

32．Cui, Y., Zhang, M., Li, J., Luo, H., Zhang, X., & Fu, Z. (2019). WSMS: Wearable stress monitoring system based on IoT multi-sensor platform for living sheep transportation. Electronics, 8(4), 441.(SCI收录，IF=2.6，三区)

33．Xie, X., Zhang, M., Luo, H.* (2024). Regulation of metabolism by circadian rhythms Support from time-restricted eating, intestinal microbiota and omics analysis. Life Sciences, 351, 122814.(SCI收录，IF=5.4，二区TOP)

软件著作 专利