1980年生，女,无党派人士,教授,博士，博士生导师。农业农村部农业物联网重点实验室主任、陕西高等学校青年创新团队负责人。中国人工智能学会智能农业专委会委员，中国农业机械学会物理农业分委会委员，主要从事农业传感器与智能决策，以及农业人工智能技术方面的理论与应用研究。主持包括国家重点研发子课题、国家自然科学基金在内的省部级以上项目10余项，已发表SCI/EI收录论文近70篇(第一作者/通讯作者50余篇)。

[1]农业信息感知与智能服务技术

[2]农业物联网及设施智能管控方法与装备研究

[3] 农业知识挖掘与大数据分析

[4] 农业人工智能与智能决策技术

电路、电子技术课程设计、科研基本方法、农业物联网等

1.荣誉获奖

（1） 陕西省高等学校科学技术优秀成果奖一等奖，面向作物需求的设施环境多因子协同调控技术与装备研发，1/11,2022

（2） 陕西省教学成果一等奖1项，3 /7, 2018.

（3） 获全国大学生“挑战杯”国家二等奖一项，三等奖3项，获全国总决赛优秀指导教师。

（4） 获连续获得第十、十一、十二、十五届中国研究生电子设计竞赛国家一等奖4项，获全国总决赛优秀指导教师。

（5） 获全国大学生智能农业装备创新大赛国家一等奖两项。

（6） 陕西省第十八届中国科协年会全国科技工作者创新创业大赛（陕西赛区）银奖。

2.成果鉴定

本人主持完成的“面向作物需求的设施环境高效精准调控技术研发与应用”通过了农业工程学会组织的评价，成果得到了以中国工程院院士罗锡文院士为组长的专家组的高度评价，专家组一致认为，该成果整体技术达到国际先进水平，其中生理与生境信息融合的设施作物参数自适应调控建模方法达到国际领先水平。

3.近年5年以第一作者/通讯作者发表部分SCI/EI检索论文

[1] Danyan Chen, Junhua Zhang, Zhongxiong Zhang, Youqi Lu, Haihui Zhang,Jin Hu*. 2023.A high efficiency CO2 concentration interval optimization method for lettuce growth. Science of theIF=9.8 Total Environment. 879,162731.中科院一区TOP，IF=9.8

[2] Danyan Chen, Junhua Zhang, Zhangtong Sun, Zhongxiong Zhang,Jin Hu*. 2023. Multi-objective optimal regulation model and system based on whole plant photosynthesis and light use efficiency of lettuce. Computers and Electronics in Agriculture. 206, 107617.中科院一区TOP,IF=8.3

[3] Yongxia Yang,Pan Gao, Zhangtong Sun,Haoyu Wang,Miao Lu,Yingying Liu*,Jin Hu*.2023.Multistep ahead prediction of temperature and humidity in solar greenhouse based on FAM-LSTM model.Computers and Electronics in Agriculture,. 213: 108261.中科院一区TOP,IF=8.3

[4] Pan Gao, Miao Lu, Yongxia Yang, Huarui Wu*, Hanping Mao,Jin Hu*.2024.Greenhouse light and CO2 regulation considering cost and photosynthesis rate using i-nsGA II.Expert Systems With Applications, 237: 121680.中科院一区TOP,IF=8.5

[5] Pan Gao, Miao Lu, Huimin Li, Hanping Mao,Jin Hu*, Huarui Wu*.Greenhouse environmental control target constrained by discrete surface curvature and multi-objective optimization algorithm.2023.Computers and Electronics in Agriculture, 215: 108431.中科院一区TOP,IF=8.3

[6] Miao Lu, Pan Gao, Huimin Li, Zhangtong Sun, Ning Yang,Jin Hu*.2023.An optimization approach for environmental control using quantum genetic algorithm and support vector regression.Computers and Electronics in Agriculture, 215:108432.中科院一区,TOP,IF=8.3

[7] Junying Hou, Yuanfang Li, Zhangtong Sun, Haoyu Wang, Miao Lu,Jin Hu*, Huarui Wu.2023.A cooperative regulation method for greenhouse soil moisture and light using Gaussian curvature and machine learning algorithms.Computers and Electronics in Agriculture,215:10845,中科院一区TOP,IF=8.3

[8] Zhongxiong Zhang Haoling Liu, Zichao Wei, Miao Lu, Yuge Pu, Liulei Pan,Zuojing Zhang, Juan Zhao*,Jin Hu*.2023.A transfer learning method for spectral model of moldy apples from different origins. Food Control.150, 109731.中科院一区TOP,IF=6.0

[9] Pan Gao, Ziwei Tian, Youqi Lu, Miao Lu, Haihui Zhang, Huarui Wu,Jin Hu*. 2022. A decision- making model for light environment control of tomato seedlings aiming at the knee point of light-response curves. Computers and Electronics in Agriculture. 198, 107103.中科院一区TOP,IF=8.3

[10] Zhongxiong Zhang, Haoling Liu, Danyan Chen, Junhua Zhang, Hao Li, Maosheng Shen, Yuge Pu, Zuojing Zhang, Juan Zhao,Jin Hu*. 2022. SMOTE-based method for balanced spectral nondestructive detection of moldy apple core. Food Control. 141, 109100.中科院一区TOP,IF=6.0

[11] Pan Gao, Bin Li, Jinghua Bai, Miao Lu, Pan Feng, Huarui Wu,Jin Hu*. 2021. Method for optimizing controlled conditions of plant growth using U-chord curvature. Computers and Electronics in Agriculture. 185, 106141.中科院一区TOP,IF=8.3

[12] Wang Tianben, Wang Zhishen, Liu Xiantao, Liu Wenbo, Wang Leye, Zheng Yuanqing,Hu Jin*, Gu Tao and Zhang Daqing. 2023.OmniResMonitor: Omnimonitoring of Human Respiration using Acoustic Multipath Reflection. IEEE Trans. on Mobile Computing. DOI: 10.1109/TMC.2023.3281928.中国计算机学会CCF A,中国电子学会CIE T1,中科院二区,IF=7.9

[13] Wang Tianben, Li Zhangben, Liu Xiantao, Gu Tao, Yan HongHao, Lv Jing,Hu Jin*and Zhang Daqing.2023.MultiResp: Robust Respiration Monitoring for Multiple Users using Acoustic Signal. IEEE Trans. on Mobile Computing. DOI: 10.1109/TMC.2023.3281928.中国计算机学会CCF A,中国电子学会CIE T1,中科院二区，IF=7.9

[14] Miao Lu,Pan Gao,Jin Hu*, Junying Hou,Dong Wang*.2023.A classification method of stress in plants using unsupervised learning algorithm and chlorophyll fluorescence technology.2023.Frontiers in Plant Science, 14: 1202092.中科院二区TOP,IF=5.6

[15] Danyan Chen, Junhua Zhang, Zhongxiong Zhang, Xiangbei Wan,Jin Hu*. 2022. Analyzing the effect of light on lettuce Fv/Fm and growth by machine learning. Scientia Horticulturae. 306, 111444.中科院二区TOP，IF=4.3

[16] Danyan Chen, Junhua Zhang, Bo Zhang, Zhisheng Wang, Libo Xing, Haihui Zhang,Jin Hu*. 2022. Obtaining a light intensity regulation target value based on the tomato dry weight model. Scientia Horticulturae. 295, 110879.中科院二区TOP，IF=4.3

[17] Zhongxiong Zhang, Yuge Pu, Zichao Wei, Haoling Liu, Dongli Zhang, Bo Zhang, Zuojing Zhang, Juan Zhao,Jin Hu*. 2022. Combination of interactance and transmittance modes of Vis/NIR spectroscopy improved the performance of PLS-DA model for moldy apple core. Infrared Physics and Technology. 126, 104366.中科院二区.IF=3.3

[18] Danyan Chen, Kaikai Yuan, Junhua Zhang, Zhisheng Wang, Zhangtong Sun, Haihui Zhang,Hu Jin*. 2021. Response analysis of fluorescence parameters of tomato seedlings oriented to vertical light environment adaptation. Plant Science. 314,111118.中科院二区.IF=5.2

[19] Miao Lu, Kaikai Yuan, Xiangbei Yuan, Bin Li, Pan Gao, Huarui Wu,Jin Hu*. 2022. Assessing chilling injury in cucumber seedlings using chlorophyll fluorescence based on a quantum genetic algorithm-support vector regression model. Journal of the ASABE.65(2), 313-325.中科院四区，农业工程权威期刊

[20] Wan Xiangbei, Li Bin, Chen Danyan, Long Xingyue, Deng Yifei, Wu Huarui,Hu Jin*. 2021. Irrigation decision model for tomato seedlings based on optimal photosynthetic rate. International Journal of Agricultural and Biological Engineering. 14(5), 115-122.中科院二区,IF=2.034

[21] Hu Jin, Xin Pingping , Zhang Siwei, Zhang Haihui, He Dongjian*. Model for tomato photosynthetic rate based on neural network with genetic algorithm. International Journal of Agricultural and Biological Engineering. 12(1),179-185.中科院二区,IF=2.034

[22] Shijie Tian, Mengsheng Zhang, Bin Li, Zhongxiong Zhang, JuanZhao*, Zuojing Zhang, Haihui Zhang,Jin Hu*. 2020. Measurement orientation compensation and comparison of transmission spectroscopy for online detection of moldy apple core. Infrared Physics &Technology. 111, 103510.中科院二区,.IF=3.3

[23] Zichao Wei, Xiangbei Wan, Wenye Lei, Kaikai Yuan, Miao Lu, Bin Li, Pan Gao, Huarui Wu*,Jin Hu*.2023.A Cucumber Photosynthetic Rate Prediction Model in Whole Growth Period with Time Parameters.Agriculture.13(1): 204-218.中科院三区

[24] Xin P , H Zhang*,Hu J*, et al. An Improved Photosynthesis Prediction Model Based on Artificial Neural Networks Intended for Cucumber Growth Control[J]. Applied Engineering in Agriculture, 2018, 34(5):769-787.

[25] Xin P , Zhang HH *,Hu J*, et al. CO2 Control System Design Based ON Optimized Regulation Model[J]. Applied Engineering in Agriculture, 2019, 35(3):377-388.

[26] Xin P , Li B , Zhang H H* ,Hu J*. Optimization and control of the light environment for greenhouse crop production[J]. Scientific Reports, 2019, 9(1).

[27] Zhang P , Zhang Z , Li B , Zhang H*,Hu J*, Zhao J. Photosynthetic rate prediction model of newborn leaves verified by core fluorescence parameters[J]. Scientific Reports, 2020, 10(1)

[28] 胡瑾,荆昊男,高攀,李远方,张仲雄,张海辉. 2019.融合黄瓜光质需求的设施光环境智能调控模型.农业机械学报, 50(9):329-336.

[29] 胡瑾,田紫薇,汪健康,卢有琦,辛萍萍,张海辉.2019.基于离散曲率的温室CO2优化调控模型研究.农业机械学报.50(09):337-346.

[30] 胡瑾,隆星月,邓一飞,完香蓓,李斌,吴华瑞*. 2020.基于水分利用率与光合速率的温室作物需水模型研究.农业机械学报. 51(10), 362-370.

[31] 胡瑾,高攀,陈丹艳,李斌,荆昊男,张海辉. 2020.融合暗荧光参数的茄子叶片光合速率预测模型构建.农业机械学报. 51(04), 328-336.

[32] 李斌,高攀,冯盼,陈丹艳,张海辉,胡瑾*.基于可见-近红外光谱的茄子叶绿素荧光参数F_v/F_m预测方法[J].光谱学与光谱分析, 2020, 40(09) :2834-2839.

[33] 张军华,沈楷程,陈丹艳,张明科,张海辉,胡瑾*. (2021).基于物联网的日光温室冠层特征温度时空变化规律分析.农业机械学报, 52(7), 8

[34] 张仲雄,张东莉,田世杰,方世言,赵艳茹*,赵娟,胡瑾*.太赫兹波谱技术在食品掺假检测中的研究进展[J].光谱学与光谱分析, 2021,41(05): 1379-1386.

[35] 张军华，陈丹艳，张仲雄，孙章彤，张明科，胡瑾*. 2022.多因子约束的卷帘机揭盖被决策方法与控制系统设计.农业机械学报. 53(9), 354-364.

[36] 张军华,陈丹艳,卢有琦,孙章彤,张海辉,胡瑾*. 2022.基于碳同化的群体光合速率测量系统设计与试验.农业机械学报(003), 053.

[37] 袁凯凯,卢苗,李慧敏,陈丹艳,张明科,胡瑾*. 2022.基于U弦长曲率的番茄氮肥调控目标区间获取方法.农业工程学报. 38(11), 188-196.

[38] 刘昊灵,张仲雄,陈昂,浦育歌,赵娟,胡瑾*. 2023.融合光谱形态特征的苹果霉心病检测方法.农业工程学报, 39(1), 162-170.

[39] 胡瑾,孙章彤,冯盼,杨永霞,卢苗,侯军英.2023.基于ga-svr的热源自适应茎流检测与调控系统研究.农业机械学报, 54(7), 290-299.

[40] 胡瑾,雷文晔,卢有琦,魏子朝,刘行行,高茂盛. 2023.基于1d cnn-gru的日光温室温度预测模型研究.农业机械学报

[41] 李远方,侯军英,杨永霞,孙章彤,高攀,胡瑾*.2023.基于MOPSO和TOPSIS的多目标优化温室黄瓜光环境调控模型.农业工程学报.39(19):185-194

4.授权发明专利（第一发明人授权）

[1]胡瑾,何东健,张海辉,梁岩,代建国,刘翔,陶彦蓉.基于生长模型的设施番茄补光调控方法与系统. ZL201410210032.4.

[2]胡瑾,张海辉,张珍,辛萍萍,王智永,张斯威,张盼.基于最优光质和光子通量密度的需光量实时动态获取方法. ZL201710237014.9.

[3]胡瑾,张海辉,来海滨,张盼,辛萍萍,张仲雄.一种面向作物整株需光差异的多通道补光调控方法与系统. ZL201810304781.1.

[4]胡瑾,魏子朝,张仲雄,完香蓓,陈智维.一种融合光照频率与占空比的嵌入式设施光环境优化调控系统. ZL201811358667.3.

[5]胡瑾,张海辉,辛萍萍,张盼,简丽蓉,陈晨,王智永.基于适宜根温区间的水培蔬菜光环境高效调控方法与系统. ZL201710399549.6.

[6]胡瑾,辛萍萍,田紫薇,张海辉,刘行行,卢有琦,汪健康.融合效率约束的设施二氧化碳目标值的优化调控模型的构建与应用.发明专利：ZL201711494147.0.

[7]胡瑾,张仲雄,张海辉,辛萍萍,张盼,白京华,来海滨.一种融合随机森林算法的设施光环境调控方法. ZL201810304729.6.

[8]胡瑾,高攀,荆昊男,卢苗,完香蓓.一种光质优先的设施光环境调控方法.ZL202010983695.5.

[9]胡瑾,白京华,张海辉,高攀,张仲雄,辛萍萍,来海滨,张盼.一种基于调控效益优先的二维联合调控目标区域的获取方法.ZL201811031904.5

[10]胡瑾;卢有琦;雷文晔;魏子朝;高攀;张瑶嘉.面向碳中和需求的效率最优温室植物调控方法.ZL 202110998843.5

[11]胡瑾;高攀;陈丹艳;张盼;李斌;张海辉.融合叶片光合潜能的光合速率预测方法.ZL201910576601.X

[12]胡瑾;完香蓓;隆星月;邓一飞;陈丹艳.水分利用率与光合速率协同的温室作物需水调控方法.ZL 202010653535.4

[13]胡瑾;陈丹艳;张军华;汪志胜.一种基于密度分布特征的CO2范围寻优方法. ZL202011633857.9.

[14]胡瑾;卢苗;完香蓓;袁凯凯;高攀;李斌.一种基于QGA-SVR的冷害黄瓜PSII潜在活性预测方法.ZL 202110042909.3

[15]胡瑾;高攀;卢苗;侯军英;李慧敏;蒲六如.一种设施光与二氧化碳环境协同调控方法.ZL 202210795688.1

[16]胡瑾;卢苗;魏子朝;雷文晔;卢有琦.一种基于叶绿素荧光技术的作物冷损伤程度分级方法.ZL 202111234711.1

5.近5年主持的主要课题

[1]国家重点研发子课题，科技部，新媒体多端共融专家知识培训系统研发及应用. 97万

[2]国家自然科学基金青年项目，国家自然科学基金委，设施园艺光环境多因子耦合智能调控模型与方法研究. 24万

[3]陕西省重点研发计划项目，陕西省科技厅，重点产业链项目.融合作物调控模型的设施环境智能系统.校企联合/校内课题. 48万

[4]陕西省重点研发计划项目,陕西省科技厅，重点产业创新链.农业灌溉智慧化管理信息系统研究与示范.校企联合/校内课题. 28万

[5]重点实验室开放课题，北京农林科学院，设施黄瓜生育模型与土水肥智能化决策系统研发.50万

在读博士：高攀、卢苗、刘昊灵

在读硕士：李远芳、杨永霞、侯军英、孙章彤、王浩宇、李慧敏、魏子渊、刘行行、孙大虎、洪旻珂、李怡航、王鹏、胡旭东、徐婧华

毕业博士：张军华（安徽农业大学）、陈丹艳（安徽农业大学）、张仲雄（宁夏大学）

毕业硕士：李斌（名古屋大学读博）、冯盼、汪志胜（哈尔滨工业大学读博）、完香蓓（浙江大学读博）、袁凯凯、卢苗（本校读博）、陈子毅、魏子朝（浙江大学读博）、刘昊灵（本校读博）、雷文晔