张俊飞,男,河北工业大学副教授,博士生导师。获北京科技大学学士与硕士学位,澳大利亚西澳大学博士学位。主要研究方向包括智能建造和新型建筑材料。主持和参与国家自然科学基金项目2项,省部级项目2项,省级教改项目2项,担任International Journal of Minerals, Metallurgy and Materials青年编委,多个SCI期刊客座编委,发表高水平SCI论文60余篇,H指数30,引用次数2000余次。授权国家专利10项,软件著作权5项,出版学术专著2部。带领学生获得“挑战杯”等创新创业大赛省部级一等奖2项,二等奖3项,国家级二等奖1项,荣获省级科技奖励二等奖1项,中国建筑材料流通协会“新基建杯”特等奖,首届天津市智慧交通创新成果发布大赛二等奖等。
一、基本情况
1、基本信息
姓名:张俊飞 出生年月:1990年5月
最高学历:博士 专业:土木工程
职称:副教授,博士生导师 博士院校:澳大利亚西澳大学
Email: junfeizhang@hebut.edu.cn
联系地址:天津市北辰区西平道5340号 河北工业大学北辰校区
研究方向:水泥基材料与结构、碱激发材料与结构、智能建造
2、教育经历
2017/10~2021/4,澳大利亚西澳大学,土木工程,博士
2014/9~2017/1, 北京科技大学, 矿业工程,硕士
2010/6~2014/6, 北京科技大学, 矿物资源工程,本科
2011/9~2014/6, 北京科技大学, 英语(双学位),本科
3、教学与科研工作经历
2021/6~至今,河北工业大学,土木与交通学院,副教授,博士生导师
主讲课程:结构力学(本科生)、工程大数据及应用(本科生)、计算机制图技术实训(本科生)、工程大数据及应用(研究生)
4、社会兼职
[1] SCI期刊 International Journal of Minerals, Metallurgy and Materials青年编委:2023/01-至今
[2] SCI期刊Shock and Vibration首席客座编委:2020/06-2021/02
[3] SCI期刊Advances in Civil Engineering客座编委:2020/03-2020/10
[4] SCI 期刊 Materials 客座编委:2021/12-2022/12
[5] SCI期刊 Sustainability 客座编委: 2022/10-2023/10
[6] SCI期刊 Frontiers in Materials 编委:2022/10-至今
[7] 中国硅酸盐学会会员
二、所属学科
1、博导所属学科
土木工程学科
研究方向一:水泥基材料与结构
研究方向二:碱激发材料与结构
研究方向三:智能建造
2、硕导所属学科
土木工程学科
研究方向一:水泥基材料与结构
研究方向二:碱激发材料与结构
研究方向三:智能建造
三、主持、参与的科研及教研项目情况(含获奖情况)
1、科研项目
[1] 国家自然科学基金青年科学基金项目,52208240,氧化石墨烯诱导有序C-S-H凝胶成核生长机制研究,2023/01-2025/12,主持
[2] 河北省自然科学基金“春晖人才”项目,E2022202051,水化硅酸钙凝胶成核生长机制研究,2022/01-2024/12,主持
[3] 河北省人社厅引进留学人员资助项目,C20220311,多元固废高延性地聚物材料,2022/9-2025/9,主持
[4] 国家自然科学基金面上项目,52078181,高性能ECC基因结构人工智能优化研究,2021/01-2024/12,主要参与人
2、教改项目
[1] 2022-2023年度河北省高等教育教学改革研究与实践项目,基于数字技术的土木工程专业实践教学“两翼三空间”创新模式研究与实践,排名第二
[2] 2021年省级研究生示范课程和专业学位教学案例(库)建设项目,建筑与土木工程领域工程硕士《案例教学》课程资源库建设研究,排名第四
3、优质课程
[1] 2022年河北工业大学校级研究生课程思政专项优质课程,《土木工程专业案例教学》
4、所获奖励
[1] 河北省科技厅,河北省科学技术进步二等奖,冬奥建筑设施低碳化与数字化建造关键技术,2022年,排名第四
[2] 中国建筑材料流通协会,第二届“新基建杯”中国智能建造及BIM应用大赛特等奖,智“鹰”检灾--自动充电无人机道路勘测卫士,2022,排名第一
[3] 天津市交通运输委员会,首届天津市智慧交通创新成果发布大赛二等奖,智“鹰”检灾--自动充电无人机道路勘测卫士,2022年,排名第三
[4] 河北省教育厅“第六届河北省深化高校创新创业教育改革论文征集”活动三等奖,“混凝土材料智能设计与性能评价虚拟仿真实验建设与实践”,排名第二
[5] ScienceFather, The 6th Edition of International Research Awards on NEW SCIENCE INVENTIONS, Best Researcher Award, 2023
[6] 河北工业大学“元光学者”启航A,2021-2026,经费:100万
[7] 河北工业大学土木与交通学院2022年度科研新星奖
[8] 河北工业大学土木与交通学院抗疫先锋奖
[9] SCI期刊Construction and Building Material 优秀审稿人,2020
[10] SCI期刊Structural Concrete 优秀审稿人,2020
5、学生获奖
[1] “挑战杯”河北省大学生创业计划竞赛,省级一等奖,2022,河北省教育厅
[2] 全国高校商业精英挑战赛“精创教育杯”创新创业竞赛区域赛,国家级二等奖,2022,全国高校商业精英挑战赛组委会
[3] 第十二届全国大学生电子商务“创新、创意及创业”挑战赛河北赛区省级选拔赛,省级二等奖,2022,河北省教育厅
[4] 第八届河北省“互联网+”大学生创新创业大赛,省级二等奖,2022,河北省教育厅
[5] 第三届河北省大学生创新方法大赛,省级一等奖,2022,河北省教育厅
[6] 第六届全国大学生工业设计大赛省级三等奖,2022,河北省教育厅
[7] 华北五省(市、自治区)大学生机器人大赛河北赛区工业自动化主题竞赛,省级三等奖,2022,河北省教育厅
[8] ICAN大赛河北赛区,省级二等奖,2022,河北省教育厅
[9] “中国光谷·华为杯”第十九届中国研究生数学建模竞赛,三等奖,2022,中国研究生数学建模竞赛组委会
四、近年来发表代表性论文情况(仅限第一作者或通讯作者),主编或参编的教材、专著情况,获得专利情况等
1、专利
[1] 张俊飞, 刘傲群, 白孟琦等. 一种无人机降落伞的自动弹射装置, 实用新型专利, 2023: ZL202223105284.3
[2] 张俊飞, 李娜, 邹少峰等. 一种具有折叠式舱门的无人机机舱, 实用新型专利, 2023: ZL202222867728.7
[3] 张俊飞, 吕益航, 郭鑫飞等. 一种舱门自动开合与无人机自动复位的无人机停机坪, 实用新型专利,2022:ZL202222628296.4
[4] 范亚凝, 张俊飞, 邹少峰等. 无人机 (自动充电), 外观设计专利,:2022:ZL2022200188078.6
[5] 吴冠廷,张俊飞,郭鑫飞等. 一种可垂直起降的固定翼无人机结构, 实用新型专利, 2022:ZL202222595912.0
[6] 马国伟, 黄轶淼, 董威, 张俊飞. 一种模块化钢框架建筑结构自动优化设计方法及系统, 发明专利, 2021:CN202110224708.5
2、软件著作权
[1] 无人机信息管理系统V1.0,2022SR1390995,2022
[2] 无人机维护管理与任务规划软件V1.0,2022SR1376510,2022
[3] 无人机自动分析道路拥堵软件V1.0,2022SR1390994,2022
[4] 无人机道路裂缝图像处理软件V1.0,2022SR1376509,2022
[5] 道路裂缝自动识别系统[简称:道路检测系统] V1.0,2022SR1376511,2022
3、专著
[1] 叶明等,钢筋制品智能化加工技术(第二版)[M]. 北京:中国建筑工业出版社, 2021(排名第八)
4、特邀报告
[1] “Machine-learning aided concrete mixture optimization”, International Conference on Data Processing, Control and Simulation, 7 January 2023 (Online)
5、期刊论文
[1] Yimiao Huang, Zehui Huo, Guowei Ma, Lei Zhang*, Fang Wang, Junfei Zhang*.Multi-objective optimization of fly ash-slag based geopolymer considering strength, cost and CO2 emission: A new framework based on tree-based ensemble models and NSGA-II[J]. Journal of Building Engineering, 2023, 68: 106070.
[2] Dan Zhang*, Yuang Chen, Chen Zhang, Guixiang Xue*, Junfei Zhang*, Mo Zhang*, Ling Wang*, Ning Li*. Prediction of seismic acceleration response of precast segmental self-centering concrete filled steel tube single-span bridges based on machine learning method[J]. Engineering Structures, 2023, 279: 115574.
[3] Mo Zhang, Hongyan Xu, Armande Loraine Phal´e Zeze, Junfei Zhang*. Metakaolin-based geopolymer composites modified by epoxy resin and silane: Mechanical properties and organic-inorganic interaction mechanism[J]. Applied Clay Science, 2023, 232: 106767.
[4] Mo Zhang, Yalin Yao, Junfei Zhang*, Ling Wang*, Fang Wang, Zhaoyang Ma, Bin Wang. Mechanical properties of hybrid fiber reinforced ternary-blended alkali-activated materials[J]. Construction and Building Materials, 2023, 366: 129841.
[5] Mo Zhang, Chen Zhang, Junfei Zhang*, Ling Wang*, Fang Wang. Effect of composition and curing on alkali activated fly ash-slag binders: Machine learning prediction with a random forest-genetic algorithm hybrid model[J]. Construction and Building Materials, 2023, 336: 129940.
[6] Jiandong Huang, Yuantian Sun, Junfei Zhang*. Reduction of computational error by optimizing SVR kernel coefficients to simulate concrete compressive strength through the use of a human learning optimization algorithm[J]. Engineering with Computers, 2022, 38(4): 3151-3168.
[7] Guowei Ma, Chen Huang, Junfei Zhang*. Inner damage identification and residual strength assessment of a 3D printed tunnel with marble-like cementitious materials using piezoelectric transducers[J]. Journal of Rock Mechanics and Geotechnical Engineering, 2022.
[8] Junfei Zhang, Yimiao Huang*, Guowei Ma, Yanmei Yuan, Brett Nener. Automating the mixture design of lightweight foamed concrete using multi-objective firefly algorithm and support vector regression [J]. Cement and Concrete Composites, 2021, 121: 104103.
[9] Junfei Zhang, Yimiao Huang*, Guowei Ma, Brett Nener. Mixture optimization for environmental, economical and mechanical objectives in silica fume concrete: A novel frame-work based on machine learning and a new meta-heuristic algorithm [J]. Resources, Conservation & Recycling, 2021, 167: 105395.
[10] Junfei Zhang, Yimiao Huang*, Farhad Aslani, Guowei Ma, Brett Nener. A hybrid intelligent system for designing optimal proportions of recycled aggregate concrete[J]. Journal of Cleaner Production, 2020, 273: 122922.
[11] Junfei Zhang*, Dong Li, Yuhang Wang. Toward intelligent construction: Prediction of mechanical properties of manufactured-sand concrete using tree-based models[J]. Journal of Cleaner Production, 2020, 258: 120665.
[12] Junfei Zhang, Yimiao Huang*, Yuhang Wang, Guowei Ma. Multi-objective optimization of concrete mixture proportions using machine learning and metaheuristic algorithms[J]. Construction and Building Materials, 2020, 253: 119208.
[13] Junfei Zhang, Yuantian Sun*, Guichen Li, Yuhang Wang, Junbo Sun, Jianxin Li. Machine-learning-assisted shear strength prediction of reinforced concrete beams with and without stirrups[J]. Engineering with Computers, 2020: 1-15.
[14] Junfei Zhang, Yimiao Huang*, Guowei Ma, Junbo Sun, Brett Nener. A metaheuristic-optimized multi-output model for predicting multiple properties of pervious concrete[J]. Construction and Building Materials, 2020, 249: 118803.
[15] Junfei Zhang, Guowei Ma*, Yimiao Huang, Junbo Sun, Farhad Aslani, Brett Nener. Modelling uniaxial compressive strength of lightweight self-compacting concrete using random forest regression[J]. Construction and Building Materials, 2019, 210: 713-719.
[16] Junfei Zhang*, Yuhang Wang. Evaluating the bond strength of FRP-to-concrete composite joints using metaheuristic-optimized least-squares support vector regression[J]. Neural Computing and Applications, 2021, 33(8): 3621-3635.
[17] Junfei Zhang*, Yuhang Wang. An ensemble method to improve prediction of earthquake-induced soil liquefaction: a multi-dataset study[J]. Neural Computing and Applications, 2021, 33(5): 1533-1546.
[18] Junfei Zhang*, Dong Li, Yuhang Wang. Predicting uniaxial compressive strength of oil palm shell concrete using a hybrid artificial intelligence model[J]. Journal of Building Engineering, 2020, 30: 101282.
[19] Junfei Zhang*, Fuxing Jiang, Jianbo Yang, Wushuai Bai, Lei Zhang. Rockburst mechanism in soft coal seam within deep coal mines[J]. International Journal of Mining Science and Technology, 2017, 27(3): 551-556.
[20] Junfei Zhang*, Fuxing Jiang, Sitao Zhu, Lei Zhang. Width design for gobs and isolated coal pillars based on overall burst-instability prevention in coal mines[J]. Journal of Rock Mechanics and Geotechnical Engineering, 2016, 8(4): 551-558.
[21] Junfei Zhang*, Dong Li, Yuhang Wang. Predicting tunnel squeezing using a hybrid classifier ensemble with incomplete data[J]. Bulletin of Engineering Geology and the Environment, 2020, 79(6): 3245-3256.
[22] Junfei Zhang*, Yuhang Wang, Yuantian Sun, Guichen Li. Strength of ensemble learning in multiclass classification of rockburst intensity[J]. International Journal for Numerical and Analytical Methods in Geomechanics, 2020, 44(13): 1833-1853.
[23] Junbo Sun, Junfei Zhang*, Yunfan Gu, Yimiao Huang Yuantian Sun, Guowei Ma. Prediction of permeability and unconfined compressive strength of pervious concrete using evolved support vector regression[J]. Construction and Building Materials, 2019, 207: 440-449.
[24] Yimiao Huang, Junfei Zhang*, Foo Tze Ann, Guowei Ma. Intelligent mixture design of steel fibre reinforced concrete using a support vector regression and firefly algorithm based multi-objective optimization model[J]. Construction and Building Materials, 2020, 260: 120457.
[25] Yuantian Sun, Junfei Zhang*, Guichen Li, Guowei Ma, Yimiao Huang, Junbo Sun, Yuhang Wang, Brett Nener. Determination of Young's modulus of jet grouted coalcretes using an intelligent model[J]. Engineering Geology, 2019, 252: 43-53.
[26] Dong Li, Junfei Zhang*, Cunwen Wang, Fuxing Jiang. Propagation patterns of microseismic waves in rock strata during mining: an experimental study[J]. International Journal of Minerals, Metallurgy, and Materials, 2019, 26(5): 531-537.
[27] Yuantian Sun, Junfei Zhang*, Guichen Li, Yuhang Wang, Junbo Sun, Chao Jiang. Optimized neural network using beetle antennae search for predicting the unconfined compressive strength of jet grouting coalcretes[J]. International Journal for Numerical and Analytical Methods in Geomechanics, 2019, 43(4): 801-813.
[28] Dong Li, Junfei Zhang*, Yuantian Sun, Guichen Li. Evaluation of rockburst hazard in deep coalmines with large protective island coal pillars[J]. Natural Resources Research, 2021, 30(2): 1835-1847.
[29] Dong Li, Junfei Zhang*, Cunwen Wang, Yang Chen, Decheng Ge. Assessing rockburst hazards using a self-developed real-time microseismic monitoring system in a deep-sea goldmine[J]. IEEE Access, 2019, 7: 134360-134371.
[30] Ming Zhang, Junfei Zhang*, Fuxing Jiang, Zhenhua Jiao. Design of rib pillars in deep longwall mines based on rockburst and water‐seepage prevention[J]. Energy Science & Engineering, 2021, 9(2): 256-266.
[31] Guowei Ma, Junfei Zhang, Li Wang*, Zhijian Li, Junbo Sun. Mechanical characterization of 3D printed anisotropic cementitious material by the electromechanical transducer[J]. Smart Materials and Structures, 2018, 27(7): 075036.
[32] Yuantian Sun, Guichen Li*, Nong Zhang, Qingliang Chang, Jiahui Xu, Junfei Zhang. Development of ensemble learning models to evaluate the strength of coal-grout materials[J]. International Journal of Mining Science and Technology, 2021, 31(2): 153-162.
[33] Jiandong Huang*, Yi Zhang, Yuantian Sun, Jiaolong Ren, Zedong Zhao, Junfei Zhang, Evaluation of pore size distribution and permeability reduction behavior in pervious concrete[J]. Construction and Building Materials, 2021, 290: 123228.
[34] Jiandong Huang, G.Shiva Kumar, Jiaolong Ren*, Junfei Zhang, Yuantian Sun. Accurately predicting dynamic modulus of asphalt mixtures in low-temperature regions using hybrid artificial intelligence model[J]. Construction and Building Materials, 2021, 297: 123655.
[35] Jiandong Huang*, Massimo Losa, Pietro Leandri, Shiva G Kumar, Junfei Zhang, Yuantian Sun. Potential anti-vibration pavements with damping layer: Finite element (FE) modeling, validation, and parametrical studies[J]. Construction and Building Materials, 2021, 281: 122550.
[36] Junbo Sun, Sen Lin, Genbao Zhang*, Yuantian Sun, Junfei Zhang, Changfu Chen, Amr M.Morsy, Xiangyu Wang. The effect of graphite and slag on electrical and mechanical properties of electrically conductive cementitious composites[J]. Construction and Building Materials, 2021, 281: 122606.