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张德贤

姓名：张德贤

职务/职称：教授

导师类型：博士研究生导师，硕士研究生导师

研究领域：智能信息技术

办公室：

电子邮箱： zdx@haut.edu.cn

个人简介
张德贤，毕业于华中科技大学，获得博士学位；先后主持国家以及省部级重点课题10余项，获河南省科技进步2等奖1项、河南省科技进步3等奖2项，获授权发明专利,20余项，在国内外重要学术刊物上发表论文共90多篇，出版专著（译著等）1部。主讲机器学习等骨干专业课程，主持教研项目十多项。
详细介绍
一、论文与论著 1、 Dexian Zhang,Cong Cheng,Mian Zhang;A detection method for granary storage states based on a support vector machine and domain knowledge[J].ACTA AGRICULTURAE SCANDINAVICA SECTION B-SOIL AND PLANT SCIENCE卷:71期:‏1页:45-51出版年:JAN 2 2021.https://doi.org/10.1080/09064710.2020.1849381.(SCI) 2、 Dexian Zhang,Cong Cheng,Mian Zhang;Research on detection method of stroed grain quantity in granary based on index relation and SVM[J].2020.8:893-908. 3、张德贤, 张苗, 张庆辉, 等. 基于 SVR 的粮仓储粮重量在线检测模型[J]. 电子学报, 2018, 46(5): 1179.（EI）. 4、张德贤，张苗，张庆辉，张元．基于底面压强的粮仓储量估测方法[J]．农业工程学报，2017, 33(10):287-292.（EI） 5、张德贤等. 粮仓储粮数量在线检测模型[J].自动化学报,2014（10）:2213-2220.（EI收录） 6、张德贤等.基于压力传感器的粮仓储粮数量在线检测方法 [J].中国粮油学报,2014（4）:98-103. （EI收录） 7、 Jiang HuaWei，Wu SongTao, Zhang Dexian, Xu ZhaoHui, Zhen Tong. Calculation model of AC loss for CICC (cable-in-conduit conductor) based on strain. Science China Technological Sciences, pp.1-8, 2012.(EI收录) 8、 Ting Dai, Dexian Zhang, Miao Zhang. On the intelligent detection of insects in stored grain. Proceedings of 2011 International Conference on Electronic and Mechanical Engineering and Information Technology(EMEIT 2011), vol.5, pp. 2427-2430, 2011. (EI收录) 9、 Zhang Dexian, Jin Xiao-Bo. Build decision tree on support vector machine. 2011 8th International Conference on Fuzzy Systems and Knowledge Discovery(FSKD2011), vol.2, pp.997-1001, 2011. (EI收录) 10、 Li Hongyan, Liu Yang; Zhang Dexian. Dynamic spectrum access for cognitive radio systems with repeated games. 2010 IEEE International Conference on Wireless Communications, Networking and Information Security(WCNIS2010), pp. 59-62, 2010. (EI收录) 11、 Fu Hongliang, Tao Yong; Zhang Dexian; Fan Chao. Nonlinear decoding based on perturbation codebook for pre-coded spatial multiplexing MIMO OFDM systems. 2010 IEEE International Conference on Intelligent Computing and Intelligent Systems(ICIS 2010), vol.3, pp.511-514, 2010. (EI收录) 12、 Fan Yanfeng, Yang Zhixiao; Cheng Xingxing Zhang Dexian. Measurement of attribute classification power based on derivative information. 2010 International Conference on Computer Application and System Modeling (ICCASM 2010), vol.3, pp. V322-V326, 2010.(EI收录) 13、 Cheng Xingxing, Yang Zhixiao; Zhang Dexian. The monitor and control system for the grain depot based on the algorithm of flexible logic centralized fusion. 2010 International Conference on Computer Application and System Modeling, Proceedings (ICCASM 2010), vol.3, pp.V347-V349, 2010.(EI收录) 14、 Wang Feng, Zhang Dexian; Man Lichun; Yu Junwei. A naive Bayesian approach for color recognition of license plates. Proceedings of 2010 International Conference on Intelligent Control and Information Processing(ICICIP 2010), pp.154-159, 2010. (EI收录) 15、 Yu Junwei, Wang Feng, Zhang Dexian, Weng Lubin. Vision heading navigation based on navigation curve. 2010 International Conference on Intelligent Computing and Integrated Systems(ICISS2010), pp.290-293, 2010. (EI收录) 16、 Wang Feng, Zhang Dexian, Man Lichun, Yu Junwei. Learning algorithm for color recognition of license plates. Proceedings of 2010 IEEE International Conference on Intelligent Systems and Knowledge Engineering(ISKE 2010), pp.238-243, 2010. (EI收录) 17、 Yin Hui, Cheng Fengjuan, Zhang Dexian. Using LDA and ant colony algorithm for spam mail filtering. 2nd International Symposium on Information Science and Engineering(ISISE 2009), pp.368-371, 2010. (EI收录) 18、 Fu Hongliang, Tao Yong, Zhang Dexian, Guan Aihong. Nonlinear decoding based on perturbation codebook for pre-coded spatial multiplexing systems. International Conference on Signal Processing Proceedings(ICSP2010), pp.1561-1564, 2010. (EI收录) 19、 Zhang Miao, Zhang Dexian. A heterogeneous multi-core architecture with stability and high performance. 2010 International Conference on Computer Application and System Modeling( ICCASM 2010), vol.5, pp.V5164-V5168, 2010. (EI收录) 20、 Shi Weiya, Zhang Dexian. The power and deflation method based kernel principal component analysis. 2010 IEEE International Conference on Intelligent Computing and Intelligent Systems(ICIS 2010), vol.1, pp.828-832, 2010.(EI收录) 21、 Huang hua, Zhang Dexian. Research on attribute interval optimization method for segmentation based SVM and the decision tree learning. 2nd International Conference on Education Technology and Computer (ICETC 2010), vol.4, pp.V4472-V4476, 2010.(EI收录) 22、 Fu Hongliang, Yang Tiejun; Tao Yong, Zhang Dexian. Nonlinear decoding for pre-coded spatial multiplexing systems with limited feedback. 2010 International Symposium on Intelligence Information Processing and Trusted Computing(IPTC 2010), pp.487-490, 2010.(EI收录) 23、 Yan Zhenghang, Liu Yang, Lu Yilong, Fu Hongliang, Zhang Dexian. A dual-polarization communication model for wireless sensor networks. The International Society for Optical Engineering, vol.7749, 2010.(EI收录)) 24、 Chao Fan, Dexian Zhang, Fu Hong-Liang, Liang Yi-Tao. Design of the measurement node of the grain quantity monitoring system based on the CAN-bus. International Conference on Challenges in Environmental Science and Computer Engineering(CESCE 2010), vol.1, pp.211-214, 2010.(EI收录) 25、 Liang Yi-Tao, Dexian Zhang, Fu Hong-Liang, Fan Chao, He Lian-Lian. The study of acquisition technology in the grossness field inspection system of stored-grain. International Conference on Challenges in Environmental Science and Computer Engineering(CESCE 2010), vol.2, pp.115-118, 2010.(EI收录) 26、 Liang Yi-Tao , Dexian Zhang, Fu Hong-Liang, Fan Chao. The implement of the stored-grain grossness remote monitoring system based on GPRS and ZigBee. 2010 2nd International Conference on Industrial Mechatronics and Automation(ICIMA 2010), vol.2, pp.163-165, 2010.(EI收录) 27、 Chao Fan, Yuan Zhang, Dexian Zhang, Fu Hong-Liang. Research on the monitoring system of the grain quantity based on the CAN-bus. 2010 International Conference on Computer Engineering and Technology (ICCET 2010), vol.1, pp.V1458-V1460, 2010. (EI收录) 28、 Cheng Feng-Juan, Yin Hui, Zhang Qing-Hui, Dexian Zhang. Research of accurate software timing based on windows. International Conference on Challenges in Environmental Science and Computer Engineering(CESCE 2010), vol.2, pp.104-106, 2010. (EI收录) 29、 Cheng Feng-Juan, Yin Hui, Zhang Xue-Ping, Dexian Zhang. A digital watermarking algorithm for vector map. International Conference on Challenges in Environmental Science and Computer Engineering(CESCE 2010), vol.2, pp.101-103, 2010. (EI收录) 30、 Zhang Yu, Dexian Zhang. Improved IG approach based on compensation factor and penalty factor for feature distribution. 2010 Chinese Conference on Pattern Recognition(CCPR 2010), pp.174-178, 2010. (EI收录) 31、 Zhang Dexian. Yang Weidong; Yu Junwei; Wang Feng. A new approach of the division optimization of attribute spaces for the decision tree construction. 3rd International Workshop on Advanced Computational Intelligence(IWACI 2010), pp. 648-652, 2010. (EI收录) 32、 Wang Feng, Zhang Dexian; Man Lichun. Comparison of immune and genetic algorithms for parameter optimization of plate color recognition. Proceedings of the 2010 IEEE International Conference on Progress in Informatics and Computing (PIC2010), vol.1, pp.94-98, 2010. (EI收录) 33、 Shi Weiya, Zhang Dexian. An improved kernel principal component analysis for large-scale data set. Lecture Notes in Computer Science, vol.6064, pp. 9-16, 2010.(EI收录) 34、 Hui Yin, Jicheng Liu, Yuhua Wang, Dexian Zhang. An algorithm of constructing certificates chain for trusted P2P network. International Conference on Challenges in Environmental Science and Computer Engineering(CESCE 2010), vol.2, pp.97-100, 2010. (EI收录) 35、 Shi Weiya, Zhang, Dexian. Support matrix machine for large-scale data set. 2009 International Conference on Information Engineering and Computer Science( ICIECS 2009), 2009. (EI收录) 36、 Yin Hui, Cheng Fengjuan, Zhang Dexian. Advanced FEC algorithm of video transmission control over the Internet. 2nd International Conference on Intelligent Computing Technology and Automation( ICICTA 2009), vol.4, pp.33-36, 2009.(EI收录) 37、 Wei Luo, Zhang Dexian, Wang Feng, Gong Zhile, Zhu Min, Bao Na. Chinese writer identification based on the distribution of character skeleton. Proceedings of the 2009 International Conference on Computational Intelligence and Natural Computing( CINC 2009) , pp.333-336, 2009.(EI收录) 38、 Liu Weili, Zhang Dexian. Feature subset selection based on improved discrete particle swarm and support vector machine algorithm. 2009 International Conference on Information Engineering and Computer Science( ICIECS 2009), 2009. (Accession number:20101212791857) 39、 Wang, Fei, Zhang Dexian; Bao Na. Fuzzy document clustering based on ant colony algorithm. Lecture Notes in Computer Science, vol.5552, pp.709-716, 2009.(EI收录)) 40、 Liu Yang, Dexian Zhang, Fan Jian-Ping. Multi-workloads sharing oriented resource management model for grids. 2009 Second ISECS International Colloquium on Computing, Communication, Control, and Management( CCCM 2009), vol.2, pp.283-286, 2009.(EI收录) 41、 Liu Yang, Han Kai, Zhang Dexian. Consumer sharing policy constrained resource allocation method for grid system. 9th International Symposium on Communications and Information Technology(ISCIT 2009), pp.721-725, 2009.(EI收录) 42、 Yang Zhixiao, Sui Fei, Zhang Dexian. A 3D communication platform based on text-to-visual speech synthesis. 2009 IEEE International Conference on Virtual Environments, Human-Computer Interfaces, and Measurements Systems(VECIMS 2009), pp.22-26, 2009.(EI收录) 43、 Dexian Zhang, Ailing Duan, Yanfeng Fan, Ziqiang Wang. A New Approach to Division of Attribute Space for SVR Based Classification Rule Extraction. Proceedings of Fifth International Symposium on Neural Networks,2008.9, Beijing, China (EI收录) 44、 Dexian Zhang, Zhixiao Yang, Yanfeng Fan and Ziqiang Wang. A New Approach to Attribute Importance Ranking for Constructing Classification Rules Based on SVR. Proceedings of the 5th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD'08), 2008.10. Jinan, China (EI收录) 45、 Guan Aihong, Dexian Zhang,Sun Junqiang. SOA induced crosstalk in WDM network and its mitigation techniques.光学学报,2008,28(8),pp.1445-1449. (EI收录) 46、 Wang Ziqiang,Duan Ailing,Dexian Zhang,Li Xin. Support vector data description algorithm based on an adaptive kernel function.北京化工大学学报（自然科学版）,2008，35(2),pp.377-384. (EI收录) 47、 Dexian Zhang, Sumin Jiao Yanfeng Fan and Zhixiao Yang. Attribute Importance Ranking Based on Support Vectors for Classification Rule Extraction. Proceedings of the 1st International Conference on Advanced Intelligence (ICAI-08), 2008.10, Beijing, China . 48、 Dexian Zhang, Bai Li-Yuan, Wang Zi-Qiang, Liu Nan-Bo. Data dimensionality reduction based on derivative characteristics of trained support vector regression. Proceedings of the Sixth International Conference on Machine Learning and Cybernetics, IEEE Press,2007,pp.1131-1136. (EI收录) 49、 Wang, Feng, Li Bin, Dexian Zhang. Researches on a method for measuring missile target's 3D poses. Proceedings of SPIE - The International Society for Optical Engineering, 2007，pp.66231L. (EI收录) 50、 Wang Ziqiang, Zhang Qingzhou,Dexian Zhang. A PSO-Based Web document classification algorithm. Proceedings of 2007 ACIS International Conference on Software Engineering, Artificial Intelligence, Networking, and Parallel/Distributed Computing, IEEE Press,2007,pp.659-664. (EI收录) 51、 Yang Zhixiao, Li Lan,Dexian Zhang. Embodiment of text based on virtual robotic avatar. Proceedings of 2007 IEEE International Conference on Robotics and Biomimetics, IEEE Press,2007,pp.285-1289. (EI收录) 52、 Wang Ziqiang, Sun Xia,Dexian Zhang. A PSO-based multicast routing algorithm. Proceedings of 2007 International Conference on Natural Computation, IEEE Press,2007,pp.664-667. (EI收录) 53、 Wang Ziqiang, Sun Xia;Dexian Zhang. A Swarm Intelligence Based Color Image Quantization Algorithm. Proceedings of 2007 International Conference on Bioinformatics and Biomedical Engineering, IEEE Press,2007,pp.592-595. (EI收录) 54、 Wang Feng，Li Bin，Dexian Zhang，Liang Yi-Tao，Zhou Ren-Kui. Study on measuring stations arrangement in flying object's pose measurement. 光子学报,2007,36(6): 174-176. (EI收录) 55、 Wang Ziqiang,Sun Xia,Dexian Zhang. A PACA-based multicast routing algorithm. SNPD2007, pp.636-639. (EI收录) 56、 Wang Ziqiang,Zhang Qingzhou,Dexian Zhang. An IA-based classification rule mining algorithm.SNPD2007,pp.309-313.(EI收录) 57、 Yang Zhi-xiao, Xu Zhao-Hui, Dexian Zhang. Embodiment of Chinese textual messages based on virtual/physical avatar.系统仿真学报，2007，19（10）,pp.2287-2292. (EI收录) 58、 Wang Ziqiang,Sun Xia,Dexian Zhang,Li Xin. A PSO-based classification rule mining algorithm.ICIC2007,pp.377-384. (EI收录) 59、 Wang Ziqiang, Sun Xia,Dexian Zhang. Novel watermarking scheme based on PSO algorithm.LSMS2007,pp.307-314. (EI收录) 60、 Dexian Zhang, Zhixiao Yang, Yanfeng Fan, Ziqiang Wang. Constructing classification rules based on SVR and its derivative characteristics. Lecture Notes in Computer Science, 2007,Vol.4632,pp.300-309. (EI收录) 61、 Zhang Dexian,Yang Zhixiao, Fan Yanfeng, Wang Ziqiang. Extracting symbolic rules from trained support vector machines based on the derivative heuristic information. Proceedings of 2007 International Conference on Fuzzy Systems and Knowledge Discovery, IEEE Press,2007,pp.592-597. (EI收录) 62、 Fan Yan-Feng, Dexian Zhang,He Hua-can. A new classification algorithm research ICWAPR2007, pp.624-629. (EI收录) 63、 Wang Ziqiang,Sun Xia,Dexian Zhang.An optimal text categorization algorithm based on SVM. ICCCAS2007, pp.2137-2140. (EI收录) 64、 Fan Yan-Feng, Dexian Zhang,He Hua-can. Smooth SVM research: A polynomial-based approach.ICICS2007,pp.4449795. (EI收录) 65、 Wang Zi-Qiang,Sun-Xia,Li Xin, Dexian Zhang. An efficient SVM-based spam filtering algorithm.ICMLC2006,pp.3682-3686. (EI收录) 66、 Dexian Zhang, Tiejun Yang, Ziqiang Wang, Yanfeng Fan.A new approach to symbolic classification rule extraction based on SVM. Lecture Notes in Computer Science,2006,Vol.4099,pp.261-270. (SCI收录，EI收录) 67、 Zi-Qiang Wang,Xia Sun,Xin Li, Dexian Zhang. An Efficient SVM-Based Spam Filtering Algorithm. Proceedings of 2005 International Conference on Machine Learning and Cybernetics,2006,pp.3682-3686. (EI收录) 68、 Wang Zi-qiang,Sun Xia,Dexian Zhang,Li Xin. An optimal SVM-based text classification algorithm.ICMLC2006,pp.1378-1381. (EI收录) 69、 Dexian Zhang,Can Liu,Zi-Qiang Wang, Nan-Bo Liu. A New Fast Learning Algorithm for Multi-Layer Feedforward Neural Networks. Proceedings of 2006 International Conference on Machine Learning and Cybernetics, IEEE Press, 2006,pp. 2928-2934. (EI收录) 70、 Ziqiang Wang, Dexian Zhang. Feature selection in text classification via SVM and LSI. Lecture Notes in Computer Science,2006,Vol.3971,pp.1381-1386. (SCI收录) 71、 Yang Zhixiao,Dexian Zhang, Gofuku Akio. A Novel graphic interface design for the navigation of remotely controlled rescue robot.RIBIO2006,pp.589-594. (EI收录) 72、 Ziqiang Wang, Xin Li, Dexian Zhang, Feng Wu. A PSO-based Web document query optimization algorithm. Lecture Notes in Computer Science, 2006, Vol.4185, pp. 609-615. (SCI收录) 73、 Ziqiang Wang, Xia Sun, Dexian Zhang.Classification rule mining based on particle swarm optimization. Lecture Notes in Computer Science,2006,Vol.4062, pp.436-441. (SCI收录) 74、 Ziqiang Wang, Dexian Zhang. Immunity-based genetic algorithm for classification rule discovery. Lecture Notes in Computer Science,2005,Vol.3611,pp.727-734. (SCI收录) 75、 Ziqiang Wang, Dexian Zhang. Immune algorithm for Qos multicast routing. Lecture Notes in Computer Science,2005,Vol.3611,pp.822-825. (SCI收录) 76、 Ziqiang Wang, Dexian Zhang. An improved ACO algorithm for multicast routing. Lecture Notes in Computer Science,2005,Vol.3779,pp.238-244. (SCI收录) 77、 Wang Ziqiang,Dexian Zhang.A Qos multicast routing algorithm based on ant colony algorithm.WCNM2005,pp.1007-1009. (EI收录) 78、 Dexian Zhang, Yang Liu, Ziqiang Wang. Effectively extracting rules from trained neural networks based on the new measurement method of the classification power of attributes. Lecture Notes in Computer Science,2005,Vol.3614,pp.388-397. (SCI收录，EI收录) 79、 Dexian Zhang, Yang Liu,Zi-Qiang Wang. Generalization enhancement of feedforward neural networks based on the convergence of shape errors. Proceedings of 2005 International Conference on Machine Learning and Cybernetics,2005,pp.4054-4059. (EI收录) 80、 Dexian Zhang,Yang Liu,Zi-qiang Wang. Effectively extracting rules from trained neural networks based on the characteristics of the classification hypersurfaces. Proceedings of 2005 International Conference on Machine Learning and Cybernetics, 2005,pp.1541-1546. (EI收录) 81、段爱玲,张德贤. 管理信息系统. 北京:机械工业出版社,2005年8月. 82、张德贤，师汉民. 基于曲面形状误差的多层前向神经网络快速训练.计算机学报,2004,27(2):231-237.(EI收录) 二、主持或参加科研/教研项目（课题） 1. 国家重点研发计划项目公共安全风险防控与应急技术装备重点专项，区域暴恐立体防控与打击处置技术综合应用示范（2018YFC08244）子课题政治核心区暴恐风险智能感知与防控技术及应用示范（2018YFC0824402），子课题负责人，201902-202201。 2. 河南省科技厅科技合作开放项目“粮仓储粮数量检测方法与系统”（172106000013），主持，已结项。 3. 国家“十二五”科技支撑计划“粮食流通监测传感技术研究与设备开发”（2013BAD17B04）子课题“粮食仓储数量检测技术研究与设备开发”，主持，已结项。 4. 国家高技术研究发展计划(863计划)课题“储量生物危害物监测数字化技术（2012AA10608）”子课题“储粮生物危害物监测信息数字化集成技术研究”，2012.1-2015.12，主持，已结项。 5. 河南省科技攻关项目“基于生态环境控制的新一代安全储粮智能监控系统（ly-cg-2012-313)”，主持，已结项。 6. 河南省科技攻关项目“基于压力传感器的粮库储粮数量检测技术与系统（2011-J-247-R01/07）”，主持，已结项。 7. 河南省科技创新杰出人才计划项目“基于粒子群支持向量机的Web文档分类技术研究（094200510009）”，2010-1012，主持，已结项。 8. 国家自然科学基金项目“基于蚁群免疫算法的Web文档查询优化研究（70701013）”，2008-2010，排名2，已结项。 9. 国家“十一五”科技支撑计划项目子课题“在线及网络化国家粮食储藏数量监测技术（2006BAD08B01-01）”，2006-2010，主持，已结项。 10. 河南省科技攻关项目“远程科技咨询与成果交易的支撑技术与系统(2007-J-106-R01/10)”，2004-2007，主持，已结项。 11. 河南省科技攻关项目“基于网格技术的新一代粮食行业信息化支撑系统”，主持，已结项。三、授权专利 1、张德贤、张苗、郭小波、刘灿、张庆辉等.基于多项式的支持向量回归粮仓储粮重量检测方法及装置（ZL 201510769516.7），国家发明利,授权日期：2018.01.05. 2、张德贤、张苗、郭小波、刘灿、张庆辉等.基于粮堆高度与底面压强关系的粮仓重量检测方法及装置（ZL201510766195.5）国家发明专利,授权日期：2018.02.02. 3、张德贤、张苗、郭小波、刘灿、张庆辉等.基于多项式展开的粮仓储粮重量检测方法及其装置(ZL201510767776)，国家发明专利, 授权日期：2018.03.06. 4、张德贤、张苗、郭小波、刘灿、张庆辉等.一种基于Janssen模型的支持向量回归粮仓重量检测方法及装置(ZL201510782418.7),国家发明专利, 授权日期：2018.03.06. 5、张德贤、张苗、郭小波、刘灿、张庆辉等. 基于指数关系和支持向量回归的粮仓重量检测方法及装置(201510782416.8), 国家发明专利,授权日期：2018.07.03. 6、张德贤、张苗、郭小波、刘灿、张庆辉等.一种基于指数关系估计的粮仓重量检测方法及装置(201510769517.1), 国家发明专利,授权日期：2018.08.03. 7、张德贤、张苗、张元、张庆辉、樊超等.一种粮仓、储粮重量检测系统、方法及传感器布置方法（ZL201410134610.0），国家发明专利,授权日期：2017.01.18. 8、张德贤、张苗、张元、张庆辉、樊超等.基于最佳底面压强测量点的粮仓储粮重量检测方法与装置（ZL201410133459.9），国家发明专利,授权日期：2017.02.15. 9、张德贤、张苗、张元、司海芳、杨铁军等.基于支持向量回归的粮仓储粮数量检测方法（ZL201410399498.3），国家发明专利,授权日期：2017.05.24. 10、张德贤、张苗、张元、张庆辉、邓淼磊等.基于结构自适应检测模型的粮仓储粮数量检测方法（ZL201410401693.5），国家发明专利,授权日期：2016.07.20. 11、张德贤、张元、王洪群、张苗等.粮仓储粮在线检测装置、检测单元及压力传感器测量方法（ZL201410215061.X），国家发明专利，授权日期：2016.08.17. 12、张德贤、张苗、张元、张庆辉、樊超等.粮仓及其基于最佳底面压强测量点的储粮重量检测系统（ZL201410134609.8），国家发明专利，授权日期：2016.09.14. 13、张德贤、张苗、张元、张建华、肖乐等.基于检测点压强值序列的粮仓储粮数量检测方法（ZL201410399497.9），国家发明专利,授权日期：2016.09.21. 14、张德贤、张元、杨铁军、傅洪亮、樊超等.平房仓浅圆仓储粮数量检测方法（ZL201210148522.7），国家发明专利，授权日期：2013.11.27. 15、张德贤、张元、王高平、傅洪亮、樊超等.基于压力传感器的粮仓储粮数量检测方法（ZL201010240167.7），国家发明专利，授权日期：2011.12.28. 四、获得学术奖励 1. 张德贤，粮仓储粮数量检测方法与系统，河南省科技进步三等奖，2020.01，第一完成人，证书号：2019-J-175-R01/07。 2. 张德贤，永磁同步电机非线性自适应解耦控制系统研究，河南省科技进步三等奖，2014.01，第二完成人，证书号：2013-J-169-R02/07。 3. 张德贤，基于生态环境控制的新一代安全储粮智能监控系统，中国粮油学会科学技术奖三等奖，2013.01，第一完成人，证书号：ly-cg-2012-313。 4. 张德贤，基于压力传感器的粮库储粮数量检测技术与系统，河南省科技进步三等奖，2012.01，第一完成人，证书号：2011-J-247-R01/07。 5. 张德贤，网络化多功能粮情监控系统研究开发与应用示范, 中国粮油学会科学技术奖一等奖, 河南省科技进步一等奖，2011年,第三完成人。 6. 张德贤，郑州市自来水总公司及两器具信息管理系统，河南省科技进步三等奖，2010.12，第二完成人，证书号：2010-J-301-R02/07。 7. 张德贤，远程科技咨询与成果交易的支撑技术与系统，河南省科技进步二等奖，2007.11，第一完成人，2007-J-106-R01/10。

个人简介
张德贤，毕业于华中科技大学，获得博士学位；先后主持国家以及省部级重点课题10余项，获河南省科技进步2等奖1项、河南省科技进步3等奖2项，获授权发明专利,20余项，在国内外重要学术刊物上发表论文共90多篇，出版专著（译著等）1部。主讲机器学习等骨干专业课程，主持教研项目十多项。
详细介绍
一、论文与论著 1、 Dexian Zhang,Cong Cheng,Mian Zhang;A detection method for granary storage states based on a support vector machine and domain knowledge[J].ACTA AGRICULTURAE SCANDINAVICA SECTION B-SOIL AND PLANT SCIENCE卷:71期:‏1页:45-51出版年:JAN 2 2021.https://doi.org/10.1080/09064710.2020.1849381.(SCI) 2、 Dexian Zhang,Cong Cheng,Mian Zhang;Research on detection method of stroed grain quantity in granary based on index relation and SVM[J].2020.8:893-908. 3、张德贤, 张苗, 张庆辉, 等. 基于 SVR 的粮仓储粮重量在线检测模型[J]. 电子学报, 2018, 46(5): 1179.（EI）. 4、张德贤，张苗，张庆辉，张元．基于底面压强的粮仓储量估测方法[J]．农业工程学报，2017, 33(10):287-292.（EI） 5、张德贤等. 粮仓储粮数量在线检测模型[J].自动化学报,2014（10）:2213-2220.（EI收录） 6、张德贤等.基于压力传感器的粮仓储粮数量在线检测方法 [J].中国粮油学报,2014（4）:98-103. （EI收录） 7、 Jiang HuaWei，Wu SongTao, Zhang Dexian, Xu ZhaoHui, Zhen Tong. Calculation model of AC loss for CICC (cable-in-conduit conductor) based on strain. Science China Technological Sciences, pp.1-8, 2012.(EI收录) 8、 Ting Dai, Dexian Zhang, Miao Zhang. On the intelligent detection of insects in stored grain. Proceedings of 2011 International Conference on Electronic and Mechanical Engineering and Information Technology(EMEIT 2011), vol.5, pp. 2427-2430, 2011. (EI收录) 9、 Zhang Dexian, Jin Xiao-Bo. Build decision tree on support vector machine. 2011 8th International Conference on Fuzzy Systems and Knowledge Discovery(FSKD2011), vol.2, pp.997-1001, 2011. (EI收录) 10、 Li Hongyan, Liu Yang; Zhang Dexian. Dynamic spectrum access for cognitive radio systems with repeated games. 2010 IEEE International Conference on Wireless Communications, Networking and Information Security(WCNIS2010), pp. 59-62, 2010. (EI收录) 11、 Fu Hongliang, Tao Yong; Zhang Dexian; Fan Chao. Nonlinear decoding based on perturbation codebook for pre-coded spatial multiplexing MIMO OFDM systems. 2010 IEEE International Conference on Intelligent Computing and Intelligent Systems(ICIS 2010), vol.3, pp.511-514, 2010. (EI收录) 12、 Fan Yanfeng, Yang Zhixiao; Cheng Xingxing Zhang Dexian. Measurement of attribute classification power based on derivative information. 2010 International Conference on Computer Application and System Modeling (ICCASM 2010), vol.3, pp. V322-V326, 2010.(EI收录) 13、 Cheng Xingxing, Yang Zhixiao; Zhang Dexian. The monitor and control system for the grain depot based on the algorithm of flexible logic centralized fusion. 2010 International Conference on Computer Application and System Modeling, Proceedings (ICCASM 2010), vol.3, pp.V347-V349, 2010.(EI收录) 14、 Wang Feng, Zhang Dexian; Man Lichun; Yu Junwei. A naive Bayesian approach for color recognition of license plates. Proceedings of 2010 International Conference on Intelligent Control and Information Processing(ICICIP 2010), pp.154-159, 2010. (EI收录) 15、 Yu Junwei, Wang Feng, Zhang Dexian, Weng Lubin. Vision heading navigation based on navigation curve. 2010 International Conference on Intelligent Computing and Integrated Systems(ICISS2010), pp.290-293, 2010. (EI收录) 16、 Wang Feng, Zhang Dexian, Man Lichun, Yu Junwei. Learning algorithm for color recognition of license plates. Proceedings of 2010 IEEE International Conference on Intelligent Systems and Knowledge Engineering(ISKE 2010), pp.238-243, 2010. (EI收录) 17、 Yin Hui, Cheng Fengjuan, Zhang Dexian. Using LDA and ant colony algorithm for spam mail filtering. 2nd International Symposium on Information Science and Engineering(ISISE 2009), pp.368-371, 2010. (EI收录) 18、 Fu Hongliang, Tao Yong, Zhang Dexian, Guan Aihong. Nonlinear decoding based on perturbation codebook for pre-coded spatial multiplexing systems. International Conference on Signal Processing Proceedings(ICSP2010), pp.1561-1564, 2010. (EI收录) 19、 Zhang Miao, Zhang Dexian. A heterogeneous multi-core architecture with stability and high performance. 2010 International Conference on Computer Application and System Modeling( ICCASM 2010), vol.5, pp.V5164-V5168, 2010. (EI收录) 20、 Shi Weiya, Zhang Dexian. The power and deflation method based kernel principal component analysis. 2010 IEEE International Conference on Intelligent Computing and Intelligent Systems(ICIS 2010), vol.1, pp.828-832, 2010.(EI收录) 21、 Huang hua, Zhang Dexian. Research on attribute interval optimization method for segmentation based SVM and the decision tree learning. 2nd International Conference on Education Technology and Computer (ICETC 2010), vol.4, pp.V4472-V4476, 2010.(EI收录) 22、 Fu Hongliang, Yang Tiejun; Tao Yong, Zhang Dexian. Nonlinear decoding for pre-coded spatial multiplexing systems with limited feedback. 2010 International Symposium on Intelligence Information Processing and Trusted Computing(IPTC 2010), pp.487-490, 2010.(EI收录) 23、 Yan Zhenghang, Liu Yang, Lu Yilong, Fu Hongliang, Zhang Dexian. A dual-polarization communication model for wireless sensor networks. The International Society for Optical Engineering, vol.7749, 2010.(EI收录)) 24、 Chao Fan, Dexian Zhang, Fu Hong-Liang, Liang Yi-Tao. Design of the measurement node of the grain quantity monitoring system based on the CAN-bus. International Conference on Challenges in Environmental Science and Computer Engineering(CESCE 2010), vol.1, pp.211-214, 2010.(EI收录) 25、 Liang Yi-Tao, Dexian Zhang, Fu Hong-Liang, Fan Chao, He Lian-Lian. The study of acquisition technology in the grossness field inspection system of stored-grain. International Conference on Challenges in Environmental Science and Computer Engineering(CESCE 2010), vol.2, pp.115-118, 2010.(EI收录) 26、 Liang Yi-Tao , Dexian Zhang, Fu Hong-Liang, Fan Chao. The implement of the stored-grain grossness remote monitoring system based on GPRS and ZigBee. 2010 2nd International Conference on Industrial Mechatronics and Automation(ICIMA 2010), vol.2, pp.163-165, 2010.(EI收录) 27、 Chao Fan, Yuan Zhang, Dexian Zhang, Fu Hong-Liang. Research on the monitoring system of the grain quantity based on the CAN-bus. 2010 International Conference on Computer Engineering and Technology (ICCET 2010), vol.1, pp.V1458-V1460, 2010. (EI收录) 28、 Cheng Feng-Juan, Yin Hui, Zhang Qing-Hui, Dexian Zhang. Research of accurate software timing based on windows. International Conference on Challenges in Environmental Science and Computer Engineering(CESCE 2010), vol.2, pp.104-106, 2010. (EI收录) 29、 Cheng Feng-Juan, Yin Hui, Zhang Xue-Ping, Dexian Zhang. A digital watermarking algorithm for vector map. International Conference on Challenges in Environmental Science and Computer Engineering(CESCE 2010), vol.2, pp.101-103, 2010. (EI收录) 30、 Zhang Yu, Dexian Zhang. Improved IG approach based on compensation factor and penalty factor for feature distribution. 2010 Chinese Conference on Pattern Recognition(CCPR 2010), pp.174-178, 2010. (EI收录) 31、 Zhang Dexian. Yang Weidong; Yu Junwei; Wang Feng. A new approach of the division optimization of attribute spaces for the decision tree construction. 3rd International Workshop on Advanced Computational Intelligence(IWACI 2010), pp. 648-652, 2010. (EI收录) 32、 Wang Feng, Zhang Dexian; Man Lichun. Comparison of immune and genetic algorithms for parameter optimization of plate color recognition. Proceedings of the 2010 IEEE International Conference on Progress in Informatics and Computing (PIC2010), vol.1, pp.94-98, 2010. (EI收录) 33、 Shi Weiya, Zhang Dexian. An improved kernel principal component analysis for large-scale data set. Lecture Notes in Computer Science, vol.6064, pp. 9-16, 2010.(EI收录) 34、 Hui Yin, Jicheng Liu, Yuhua Wang, Dexian Zhang. An algorithm of constructing certificates chain for trusted P2P network. International Conference on Challenges in Environmental Science and Computer Engineering(CESCE 2010), vol.2, pp.97-100, 2010. (EI收录) 35、 Shi Weiya, Zhang, Dexian. Support matrix machine for large-scale data set. 2009 International Conference on Information Engineering and Computer Science( ICIECS 2009), 2009. (EI收录) 36、 Yin Hui, Cheng Fengjuan, Zhang Dexian. Advanced FEC algorithm of video transmission control over the Internet. 2nd International Conference on Intelligent Computing Technology and Automation( ICICTA 2009), vol.4, pp.33-36, 2009.(EI收录) 37、 Wei Luo, Zhang Dexian, Wang Feng, Gong Zhile, Zhu Min, Bao Na. Chinese writer identification based on the distribution of character skeleton. Proceedings of the 2009 International Conference on Computational Intelligence and Natural Computing( CINC 2009) , pp.333-336, 2009.(EI收录) 38、 Liu Weili, Zhang Dexian. Feature subset selection based on improved discrete particle swarm and support vector machine algorithm. 2009 International Conference on Information Engineering and Computer Science( ICIECS 2009), 2009. (Accession number:20101212791857) 39、 Wang, Fei, Zhang Dexian; Bao Na. Fuzzy document clustering based on ant colony algorithm. Lecture Notes in Computer Science, vol.5552, pp.709-716, 2009.(EI收录)) 40、 Liu Yang, Dexian Zhang, Fan Jian-Ping. Multi-workloads sharing oriented resource management model for grids. 2009 Second ISECS International Colloquium on Computing, Communication, Control, and Management( CCCM 2009), vol.2, pp.283-286, 2009.(EI收录) 41、 Liu Yang, Han Kai, Zhang Dexian. Consumer sharing policy constrained resource allocation method for grid system. 9th International Symposium on Communications and Information Technology(ISCIT 2009), pp.721-725, 2009.(EI收录) 42、 Yang Zhixiao, Sui Fei, Zhang Dexian. A 3D communication platform based on text-to-visual speech synthesis. 2009 IEEE International Conference on Virtual Environments, Human-Computer Interfaces, and Measurements Systems(VECIMS 2009), pp.22-26, 2009.(EI收录) 43、 Dexian Zhang, Ailing Duan, Yanfeng Fan, Ziqiang Wang. A New Approach to Division of Attribute Space for SVR Based Classification Rule Extraction. Proceedings of Fifth International Symposium on Neural Networks,2008.9, Beijing, China (EI收录) 44、 Dexian Zhang, Zhixiao Yang, Yanfeng Fan and Ziqiang Wang. A New Approach to Attribute Importance Ranking for Constructing Classification Rules Based on SVR. Proceedings of the 5th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD'08), 2008.10. Jinan, China (EI收录) 45、 Guan Aihong, Dexian Zhang,Sun Junqiang. SOA induced crosstalk in WDM network and its mitigation techniques.光学学报,2008,28(8),pp.1445-1449. (EI收录) 46、 Wang Ziqiang,Duan Ailing,Dexian Zhang,Li Xin. Support vector data description algorithm based on an adaptive kernel function.北京化工大学学报（自然科学版）,2008，35(2),pp.377-384. (EI收录) 47、 Dexian Zhang, Sumin Jiao Yanfeng Fan and Zhixiao Yang. Attribute Importance Ranking Based on Support Vectors for Classification Rule Extraction. Proceedings of the 1st International Conference on Advanced Intelligence (ICAI-08), 2008.10, Beijing, China . 48、 Dexian Zhang, Bai Li-Yuan, Wang Zi-Qiang, Liu Nan-Bo. Data dimensionality reduction based on derivative characteristics of trained support vector regression. Proceedings of the Sixth International Conference on Machine Learning and Cybernetics, IEEE Press,2007,pp.1131-1136. (EI收录) 49、 Wang, Feng, Li Bin, Dexian Zhang. Researches on a method for measuring missile target's 3D poses. Proceedings of SPIE - The International Society for Optical Engineering, 2007，pp.66231L. (EI收录) 50、 Wang Ziqiang, Zhang Qingzhou,Dexian Zhang. A PSO-Based Web document classification algorithm. Proceedings of 2007 ACIS International Conference on Software Engineering, Artificial Intelligence, Networking, and Parallel/Distributed Computing, IEEE Press,2007,pp.659-664. (EI收录) 51、 Yang Zhixiao, Li Lan,Dexian Zhang. Embodiment of text based on virtual robotic avatar. Proceedings of 2007 IEEE International Conference on Robotics and Biomimetics, IEEE Press,2007,pp.285-1289. (EI收录) 52、 Wang Ziqiang, Sun Xia,Dexian Zhang. A PSO-based multicast routing algorithm. Proceedings of 2007 International Conference on Natural Computation, IEEE Press,2007,pp.664-667. (EI收录) 53、 Wang Ziqiang, Sun Xia;Dexian Zhang. A Swarm Intelligence Based Color Image Quantization Algorithm. Proceedings of 2007 International Conference on Bioinformatics and Biomedical Engineering, IEEE Press,2007,pp.592-595. (EI收录) 54、 Wang Feng，Li Bin，Dexian Zhang，Liang Yi-Tao，Zhou Ren-Kui. Study on measuring stations arrangement in flying object's pose measurement. 光子学报,2007,36(6): 174-176. (EI收录) 55、 Wang Ziqiang,Sun Xia,Dexian Zhang. A PACA-based multicast routing algorithm. SNPD2007, pp.636-639. (EI收录) 56、 Wang Ziqiang,Zhang Qingzhou,Dexian Zhang. An IA-based classification rule mining algorithm.SNPD2007,pp.309-313.(EI收录) 57、 Yang Zhi-xiao, Xu Zhao-Hui, Dexian Zhang. Embodiment of Chinese textual messages based on virtual/physical avatar.系统仿真学报，2007，19（10）,pp.2287-2292. (EI收录) 58、 Wang Ziqiang,Sun Xia,Dexian Zhang,Li Xin. A PSO-based classification rule mining algorithm.ICIC2007,pp.377-384. (EI收录) 59、 Wang Ziqiang, Sun Xia,Dexian Zhang. Novel watermarking scheme based on PSO algorithm.LSMS2007,pp.307-314. (EI收录) 60、 Dexian Zhang, Zhixiao Yang, Yanfeng Fan, Ziqiang Wang. Constructing classification rules based on SVR and its derivative characteristics. Lecture Notes in Computer Science, 2007,Vol.4632,pp.300-309. (EI收录) 61、 Zhang Dexian,Yang Zhixiao, Fan Yanfeng, Wang Ziqiang. Extracting symbolic rules from trained support vector machines based on the derivative heuristic information. Proceedings of 2007 International Conference on Fuzzy Systems and Knowledge Discovery, IEEE Press,2007,pp.592-597. (EI收录) 62、 Fan Yan-Feng, Dexian Zhang,He Hua-can. A new classification algorithm research ICWAPR2007, pp.624-629. (EI收录) 63、 Wang Ziqiang,Sun Xia,Dexian Zhang.An optimal text categorization algorithm based on SVM. ICCCAS2007, pp.2137-2140. (EI收录) 64、 Fan Yan-Feng, Dexian Zhang,He Hua-can. Smooth SVM research: A polynomial-based approach.ICICS2007,pp.4449795. (EI收录) 65、 Wang Zi-Qiang,Sun-Xia,Li Xin, Dexian Zhang. An efficient SVM-based spam filtering algorithm.ICMLC2006,pp.3682-3686. (EI收录) 66、 Dexian Zhang, Tiejun Yang, Ziqiang Wang, Yanfeng Fan.A new approach to symbolic classification rule extraction based on SVM. Lecture Notes in Computer Science,2006,Vol.4099,pp.261-270. (SCI收录，EI收录) 67、 Zi-Qiang Wang,Xia Sun,Xin Li, Dexian Zhang. An Efficient SVM-Based Spam Filtering Algorithm. Proceedings of 2005 International Conference on Machine Learning and Cybernetics,2006,pp.3682-3686. (EI收录) 68、 Wang Zi-qiang,Sun Xia,Dexian Zhang,Li Xin. An optimal SVM-based text classification algorithm.ICMLC2006,pp.1378-1381. (EI收录) 69、 Dexian Zhang,Can Liu,Zi-Qiang Wang, Nan-Bo Liu. A New Fast Learning Algorithm for Multi-Layer Feedforward Neural Networks. Proceedings of 2006 International Conference on Machine Learning and Cybernetics, IEEE Press, 2006,pp. 2928-2934. (EI收录) 70、 Ziqiang Wang, Dexian Zhang. Feature selection in text classification via SVM and LSI. Lecture Notes in Computer Science,2006,Vol.3971,pp.1381-1386. (SCI收录) 71、 Yang Zhixiao,Dexian Zhang, Gofuku Akio. A Novel graphic interface design for the navigation of remotely controlled rescue robot.RIBIO2006,pp.589-594. (EI收录) 72、 Ziqiang Wang, Xin Li, Dexian Zhang, Feng Wu. A PSO-based Web document query optimization algorithm. Lecture Notes in Computer Science, 2006, Vol.4185, pp. 609-615. (SCI收录) 73、 Ziqiang Wang, Xia Sun, Dexian Zhang.Classification rule mining based on particle swarm optimization. Lecture Notes in Computer Science,2006,Vol.4062, pp.436-441. (SCI收录) 74、 Ziqiang Wang, Dexian Zhang. Immunity-based genetic algorithm for classification rule discovery. Lecture Notes in Computer Science,2005,Vol.3611,pp.727-734. (SCI收录) 75、 Ziqiang Wang, Dexian Zhang. Immune algorithm for Qos multicast routing. Lecture Notes in Computer Science,2005,Vol.3611,pp.822-825. (SCI收录) 76、 Ziqiang Wang, Dexian Zhang. An improved ACO algorithm for multicast routing. Lecture Notes in Computer Science,2005,Vol.3779,pp.238-244. (SCI收录) 77、 Wang Ziqiang,Dexian Zhang.A Qos multicast routing algorithm based on ant colony algorithm.WCNM2005,pp.1007-1009. (EI收录) 78、 Dexian Zhang, Yang Liu, Ziqiang Wang. Effectively extracting rules from trained neural networks based on the new measurement method of the classification power of attributes. Lecture Notes in Computer Science,2005,Vol.3614,pp.388-397. (SCI收录，EI收录) 79、 Dexian Zhang, Yang Liu,Zi-Qiang Wang. Generalization enhancement of feedforward neural networks based on the convergence of shape errors. Proceedings of 2005 International Conference on Machine Learning and Cybernetics,2005,pp.4054-4059. (EI收录) 80、 Dexian Zhang,Yang Liu,Zi-qiang Wang. Effectively extracting rules from trained neural networks based on the characteristics of the classification hypersurfaces. Proceedings of 2005 International Conference on Machine Learning and Cybernetics, 2005,pp.1541-1546. (EI收录) 81、段爱玲,张德贤. 管理信息系统. 北京:机械工业出版社,2005年8月. 82、张德贤，师汉民. 基于曲面形状误差的多层前向神经网络快速训练.计算机学报,2004,27(2):231-237.(EI收录) 二、主持或参加科研/教研项目（课题） 1. 国家重点研发计划项目公共安全风险防控与应急技术装备重点专项，区域暴恐立体防控与打击处置技术综合应用示范（2018YFC08244）子课题政治核心区暴恐风险智能感知与防控技术及应用示范（2018YFC0824402），子课题负责人，201902-202201。 2. 河南省科技厅科技合作开放项目“粮仓储粮数量检测方法与系统”（172106000013），主持，已结项。 3. 国家“十二五”科技支撑计划“粮食流通监测传感技术研究与设备开发”（2013BAD17B04）子课题“粮食仓储数量检测技术研究与设备开发”，主持，已结项。 4. 国家高技术研究发展计划(863计划)课题“储量生物危害物监测数字化技术（2012AA10608）”子课题“储粮生物危害物监测信息数字化集成技术研究”，2012.1-2015.12，主持，已结项。 5. 河南省科技攻关项目“基于生态环境控制的新一代安全储粮智能监控系统（ly-cg-2012-313)”，主持，已结项。 6. 河南省科技攻关项目“基于压力传感器的粮库储粮数量检测技术与系统（2011-J-247-R01/07）”，主持，已结项。 7. 河南省科技创新杰出人才计划项目“基于粒子群支持向量机的Web文档分类技术研究（094200510009）”，2010-1012，主持，已结项。 8. 国家自然科学基金项目“基于蚁群免疫算法的Web文档查询优化研究（70701013）”，2008-2010，排名2，已结项。 9. 国家“十一五”科技支撑计划项目子课题“在线及网络化国家粮食储藏数量监测技术（2006BAD08B01-01）”，2006-2010，主持，已结项。 10. 河南省科技攻关项目“远程科技咨询与成果交易的支撑技术与系统(2007-J-106-R01/10)”，2004-2007，主持，已结项。 11. 河南省科技攻关项目“基于网格技术的新一代粮食行业信息化支撑系统”，主持，已结项。三、授权专利 1、张德贤、张苗、郭小波、刘灿、张庆辉等.基于多项式的支持向量回归粮仓储粮重量检测方法及装置（ZL 201510769516.7），国家发明利,授权日期：2018.01.05. 2、张德贤、张苗、郭小波、刘灿、张庆辉等.基于粮堆高度与底面压强关系的粮仓重量检测方法及装置（ZL201510766195.5）国家发明专利,授权日期：2018.02.02. 3、张德贤、张苗、郭小波、刘灿、张庆辉等.基于多项式展开的粮仓储粮重量检测方法及其装置(ZL201510767776)，国家发明专利, 授权日期：2018.03.06. 4、张德贤、张苗、郭小波、刘灿、张庆辉等.一种基于Janssen模型的支持向量回归粮仓重量检测方法及装置(ZL201510782418.7),国家发明专利, 授权日期：2018.03.06. 5、张德贤、张苗、郭小波、刘灿、张庆辉等. 基于指数关系和支持向量回归的粮仓重量检测方法及装置(201510782416.8), 国家发明专利,授权日期：2018.07.03. 6、张德贤、张苗、郭小波、刘灿、张庆辉等.一种基于指数关系估计的粮仓重量检测方法及装置(201510769517.1), 国家发明专利,授权日期：2018.08.03. 7、张德贤、张苗、张元、张庆辉、樊超等.一种粮仓、储粮重量检测系统、方法及传感器布置方法（ZL201410134610.0），国家发明专利,授权日期：2017.01.18. 8、张德贤、张苗、张元、张庆辉、樊超等.基于最佳底面压强测量点的粮仓储粮重量检测方法与装置（ZL201410133459.9），国家发明专利,授权日期：2017.02.15. 9、张德贤、张苗、张元、司海芳、杨铁军等.基于支持向量回归的粮仓储粮数量检测方法（ZL201410399498.3），国家发明专利,授权日期：2017.05.24. 10、张德贤、张苗、张元、张庆辉、邓淼磊等.基于结构自适应检测模型的粮仓储粮数量检测方法（ZL201410401693.5），国家发明专利,授权日期：2016.07.20. 11、张德贤、张元、王洪群、张苗等.粮仓储粮在线检测装置、检测单元及压力传感器测量方法（ZL201410215061.X），国家发明专利，授权日期：2016.08.17. 12、张德贤、张苗、张元、张庆辉、樊超等.粮仓及其基于最佳底面压强测量点的储粮重量检测系统（ZL201410134609.8），国家发明专利，授权日期：2016.09.14. 13、张德贤、张苗、张元、张建华、肖乐等.基于检测点压强值序列的粮仓储粮数量检测方法（ZL201410399497.9），国家发明专利,授权日期：2016.09.21. 14、张德贤、张元、杨铁军、傅洪亮、樊超等.平房仓浅圆仓储粮数量检测方法（ZL201210148522.7），国家发明专利，授权日期：2013.11.27. 15、张德贤、张元、王高平、傅洪亮、樊超等.基于压力传感器的粮仓储粮数量检测方法（ZL201010240167.7），国家发明专利，授权日期：2011.12.28. 四、获得学术奖励 1. 张德贤，粮仓储粮数量检测方法与系统，河南省科技进步三等奖，2020.01，第一完成人，证书号：2019-J-175-R01/07。 2. 张德贤，永磁同步电机非线性自适应解耦控制系统研究，河南省科技进步三等奖，2014.01，第二完成人，证书号：2013-J-169-R02/07。 3. 张德贤，基于生态环境控制的新一代安全储粮智能监控系统，中国粮油学会科学技术奖三等奖，2013.01，第一完成人，证书号：ly-cg-2012-313。 4. 张德贤，基于压力传感器的粮库储粮数量检测技术与系统，河南省科技进步三等奖，2012.01，第一完成人，证书号：2011-J-247-R01/07。 5. 张德贤，网络化多功能粮情监控系统研究开发与应用示范, 中国粮油学会科学技术奖一等奖, 河南省科技进步一等奖，2011年,第三完成人。 6. 张德贤，郑州市自来水总公司及两器具信息管理系统，河南省科技进步三等奖，2010.12，第二完成人，证书号：2010-J-301-R02/07。 7. 张德贤，远程科技咨询与成果交易的支撑技术与系统，河南省科技进步二等奖，2007.11，第一完成人，2007-J-106-R01/10。

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