职称

教授

系别

机械工程系

学位

博士/博士生导师

电话

13951756153

E-mail

xiaomaohua@njau.edu.cn

单位地址

南京市浦口区点将台路40号

邮编

210031

研究领域

高端农机装备健康维护，智能制造技术与装备

社会兼职

中国农业机械学会青年工作委员会，副主任委员

江苏省机械工程学会机械设计与传动分会，理事

全国拖拉机标准化技术委员会，委员

中国农业机械学会编辑工作委员会，委员

江苏省拖拉机产业技术创新战略联盟，秘书长

承担项目

1.江苏省国际科技合作项目：无人驾驶智能电动拖拉机关键技术联合研发及应用示范（编号：BZ2021007），技术主持

2.江苏省现代农机装备与技术示范推广项目：面向设施园艺的自动驾驶电动轮式拖拉机研发与应用（编号：NJ2021-06），技术主持

3.江苏省苏北科技专项：智能耕播施开镇复合作业机研发及产业化（编号：SZ-YC202109），技术主持

4.科技部星火计划：农用大马力拖拉机关键技术集成与应用（编号：2015GA690141），主持

5.江苏省农业科技自主创新资金：基于大数据和深度学习的大功率拖拉机故障自诊断系统研发（编号：CX(19)3081），主持

6.江苏省重点研发计划：基于深度学习的高端重载齿轮传动装置大数据健康维护系统研发及应用（编号：BE2018127），主持

7.江苏省重点研发计划：设施茄果类蔬菜智能机械化精细生产技术与装备研发（编号：BE2019337），技术主持

8.江苏省工业支撑计划：高效节能大马力拖拉机液压机械无级变速箱的研发（编号：BE2014134），主持

9.江苏省自然科学基金：水田作业工况下拖拉机液压机械无级变速箱能耗机理研究（编号：BK20140727），主持

10.江苏省“六大人才高峰”项目：基于HST全液压驱动的南方水田喷杆喷雾机关键技术研究及优化（编号：2015-ZBZZ-011），主持

11.中国博士后科学基金：行星齿轮箱变工况性能退化评估与预测研究（编号：2016M601800），主持

12. 中央高校基本科研业务费专项资金资助：大功率拖拉机无级变速智能控制技术研究（编号：KYZ201760），主持

13.国家重点研发计划：智能重型拖拉机无级变速关键技术研究与开发（编号：2016YFD0701103），骨干

14.国家自然科学基金：水田作业工况下混合动力拖拉机驱动系统能量消耗规律的研究（编号：51505232），参与

学术成果

出版著作：

1.车辆地盘建模与分析，2013，北京大学出版社，第三主编.

2.汽车电子控制技术，2018年，人民交通出版社，副主编

3.汽车试验学，2019年，机械工业出版社，副主编

近期主要论文：

1、Ying Lin ,Maohua Xiao*, et al. Gear fault diagnosis based on CS-improved variational mode decomposition and probabilistic neural network.Measurement.2022(192) 110913(SCI)

2、Maohua Xiao*, Wei Zhang, et al. Fault diagnosis of gearbox based on wavelet packet transform and CLSPSO-BP.Multimedia Tools and Applications,2022(SCI)

3、Maohua Xiao *,Yabing Liao, et al.Fault diagnosis of rolling bearing based on back propagation neural network optimized by cuckoo search algorithm.Multimedia Tools and Applications (2022) 81:1567–1587(SCI)

4、Maohua Xiao*,Wei Zhang, et al.Fault Diagnosis Based on BP Neural NetworkOptimized by Beetle AlgorithmChinese Journal of Mechanical Engineering (2021) 34:119(SCI)

5、周俊博，朱烨均，肖茂华*等，基于LWD-QPSO-SOMBP神经网络的拖拉机柴油机故障诊断，农业工程学报，2021,37（17）(EI)

6、ZHAO Jing ,XIAO Mao-hua*, et al.Dynamic engagement characteristics of wet clutch based on hydro-mechanical continuously variable transmission Journal of Central South University, 2021, 28(5)(SCI)

7、Guosheng Geng,Yang Wang,Liang Zhang,Maohua Xiao*.Optimization of cutting parameters in double-excitation ultrasonic elliptical vibration cutting of 630 stainless steel,2021,9(SCI)

8、Maohua Xiao*,Weichen Wang,et al.Research on defect detection method of powder metallurgy gear based on machine vision,Machine Vision and Applications (2021) 32:51(SCI)

9、肖茂华*，汪开鑫，杨望等，江丰基于东方蝼蛄爪趾的仿生旋耕刀设计与试验，农业机械学报，2021.2 (EI)

10、肖茂华*，张亨通，周爽等，农业机械故障诊断技术研究进展与趋势，公司学报2020，43(6)

11、Maohua Xiao*,Weichen Wang,Kaixin Wang,et al.Fault Diagnosis of High-Power Tractor Engine Based onCompetitive Multiswarm Cooperative Particle SwarmOptimizer Algorithm, Shock and Vibration, 2020(SCI)

12、Maohua Xiao*, Xiaojie Shen, Xiao Liu,et al.Study on Properties of 45 Carbon Steel Ni–P Electroless Plating Reinforced by Si3N4–Al2O3 Particle Based on Response Surface Method，Journal of Nanoscience and Nanotechnology, 2020,20(SCI)

13、Zhenmin Sun,Maohua Xiao*,Hemei Yang, et al. Effects of the CNT Content and Plating Solution pH After Purification on the Performance of Ni–P CNT Composite Coating, Arabian Journal for Science and Engineering, 2020,45(SCI)

14、Maohua Xiao*, Kai Wen, Guoqing Yang, et al. Research on Gearbox Fault Diagnosis System Based on BP Neural Network optimized by Particle Swarm Optimization, Journal of Computational Methods in Sciences and Engineering,2020,20 (EI)

15、Maohua Xiao*, Z. Deng, Y. Ma,et al. Ratings of Rice Leaf Blast Disease Based on Image Processing and Stepwise Regression, APPLIED ENGINEERING IN AGRICULTURE,2019,35(6)(SCI)

1、Maohua Xiao*, Jing Zhao, Yuewen Wang,et al. Research on system identification based on hydraulic pump-motor of HMCVT,Engineering in Agriculture, Environment and Food,2019,12(EI)

16、Maohua Xiao*, Yinchu Yang, Petr Bartos,et al. The Design of a Dynamic Temperature Field Measurement System in CVT Gearbox Tractor,International Journal of Mechatronics and Applied Mechanics, 2019, 6 (EI)

17、Zhiqing Zhang,Maohua Xiao*,Gongshuo Zhang, ,et al. Two-dimensional vibration characteristics of high speed plough surface based on ABAQUS，International Agricultural Engineering Journal,2019, 28(3): (EI)

18、Gongshuo Zhang,Maohua Xiao*,Zhiqing Zhang,et al. Soil-cutting simulation and parameter optimization of rotary blade’s threeaxis resistances by response surface method,Computers and Electronics in Agriculture, 2019,164(SCI)

19、Maohua Xiao*, Z. X. HUA, Z. M. SUN,et al.The effect of Cu and Co content on Ni-P-Cu-Co electroplating by response surface method, Digest Journal of Nanomaterials and Biostructures, 2019,14(3)(SCI)

20、Maohua Xiao*,Jingwen Chen, Jingjing Kang,et al. Effect of heat treatment process on mechanical properties and microstructure of FeAlCoCrNiTi0.5 alloy, AIP ADVANCES, 2018 (SCI)

21、Maohua Xiao*, Jingwen Chen, Yuewen Wang,et al. Starting Control Strategy of HMCVT Based on Fuzzy Control Algorithm,International Journal of Mechatronics and Applied Mechanics, 2018,4(EI)

22、Maohua Xiao*, Cunyi Zhang, Kai Wen,et al.Bearing fault feature extraction method based on complete ensemble empirical mode decomposition with adaptive noise,Journal Of Vibroengeering. November 2018, 20,(7)(EI)

23、Maohua Xiao*, S. HUANG, H. WU,et al.Effect of Matrix Roughness on Microstructure and Properties of Electroless Ni - P Plating, Digest Journal of Nanomaterials and Biostructures 2018,13(4)(SCI)

24、Maohua Xiao*, You Ma, Zhixiang Feng,et al. Rice blast recognition based on principal component analysis and neural network,Computers and Electronics in Agriculture ,2018,154 (SCI)

25、Maohua Xiao*, Yuewen Wang, Yuan Tian,et al. Meshing force research of planetary gear for hydro-mechanical continuously variable transmission, International Agricultural Engineering Journal, 2018,27(2)(EI)

26、Maohua Xiao*, Jing Zhao, Yuewen Wang,et al. Fuel economy of multiple conditions self-adaptive tractors with hydro-mechanical CVT, International Journal of Agricultural and Biological Engineerin, 2018,11(3)(SCI)

27、肖茂华*，张存义，傅秀清等，基于ICEEMDAN和小波阈值的滚动轴承故障特征提取方法，公司学报，2018，41(4)

28、李娟玲，肖茂华*，刘连涛等，液压机械无级变速箱动态特性研究，机械强度，2017，39(1)

29、Maohua Xiao*,Fan Zou, Haijun Zhang,et al. Vibration study of the gearbox of hydro-mechanical continuously variable transmission based on Mean Filter Method, International Agricultural Engineering Journall, 2017,26(3)(EI)

30、Maohua Xiao*,Guosheng Geng , Guohong Li ,et al. Analysis on dynamic precision reliability of high-speed precision press based on Monte Carlo method, Nonlinear Dynamics,2017,90(SCI)

31、Weichao Zhang,Maohua Xiao*,Fan Zou,et al. Research on tool wear prediction based on Archard agglomeration scavenging theory, Advances in Mechanical Engineering, 2017, 9(10) (SCI)

32、耿国盛，肖茂华*，周康等，拖拉机液压机械无级变速箱的起步特性研究，公司学报2016，39(2)

授权发明专利：

1、一种新型拖拉机故障诊断系统及故障诊断方法，ZL202110892020.4

2、基于PSOOBP-CS算法的齿轮箱故障诊断方法，ZL202111119164.2

3、一种基于航拍农田图像判别水稻稻瘟病病情的方法，ZL201711479812.9

4、一种针对海上石油泄漏进行除油的系统及其使用方法，ZL201910868422.3

5、一种用于大马力拖拉机的机液协驱无级变速箱，ZL201610136427.3

6、一种大功率拖拉机液压机械无级变速器，ZL201510052579.0

7、外圆车削去毛刺一体化刀具及其方法，ZL201010254190.1

8、一种底传动高速压力机驱动机构，ZL201310109821.4

奖励荣誉

1、2019年第三届京都大员工国际创业大赛一等奖指导教师；

2、2019年江苏省高等教育科研成果二等奖；

3、2017年江苏省青年科技人才托举工程；

4、2015年江苏省“六大人才高峰”高层次人才；

5、大型动力换挡拖拉机智能化关键技术应用及产业化，2017年中国农业机械科学技术奖一等奖；

6、全架式大功率拖拉机关键技术及产业化，2014年江苏省科技进步奖三等奖；

7、高速智能化电线电缆挤出生产线研发及产业化，2017年江苏省科技进步奖三等奖；

8、动力换挡拖拉机智能化关键技术应用及产业化，2017年山东省科技进步奖三等奖。

Title

Professor

Department

Mechanical Engineering

Degree

Doctor

Telephone

+86-13951756153

E-mail

xiaomaohua@njau.edu.cn

Unit address

No.40 Dianjiangtai Road, Nanjing, Pukou District, Jiangsu Province

Post code

210031

Research field

Agricultural machinery equipment health maintenance, intelligent manufacturing technology and equipment

Social appointments

China Agricultural Machinery Society Youth Working Committee, Vice Chairman

Director of Mechanical Design and Transmission Branch of Jiangsu Mechanical Engineering Society

National Tractor Standardization Technical Committee, member

Member, Editorial Committee, China Agricultural Machinery Society

Jiangsu Tractor Industry Technology Innovation Strategic Alliance, Secretary General

Research projects

1. International Science and Technology Cooperation Project of Jiangsu Province: Joint R&D and Application Demonstration of Key Technologies of Unmanned Intelligent Electric Tractor (No. BZ2021007), Technical Principal

2. Jiangsu Province Modern Agricultural Machinery Equipment and Technology Demonstration and Promotion Project: R&D and Application of Self-driving Electric Wheeled Tractor for Facility Gardening (No. NJ2021-06), Technical Principal

3. Jiangsu Province North Jiangsu Science and Technology Special Project: R&D and Industrialization of Intelligent Farming and Sowing Shikai Town Compound Working Machine (No.: SZ-YC202109), Technical Director

4. Spark Program of the Ministry of Science and Technology: Integration and application of key technologies for agricultural high-horsepower tractors (No.: 2015GA690141), in charge

5. Jiangsu Province Agricultural Science and Technology Independent Innovation Fund: Research and development of high-power tractor fault self-diagnosis system based on big data and deep learning (No.: CX(19)3081), presided over

6. Key R&D Program of Jiangsu Province: R&D and Application of Big Data Health Maintenance System for High-end Heavy-Duty Gear Transmission Based on Deep Learning (No. BE2018127), presided over

7. Key R&D Program of Jiangsu Province: Research and Development of Intelligent Mechanized Fine Production Technology and Equipment for Facility Solanum Vegetables (No.: BE2019337), Technical Director

8. Jiangsu Province Industrial Support Program: Research and development of high-efficiency and energy-saving high-horsepower tractor hydraulic machinery continuously variable transmission (No.: BE2014134), presided over

9. Natural Science Foundation of Jiangsu Province: Research on energy consumption mechanism of tractor hydraulic machinery CVT under paddy field operation conditions (No. BK20140727), PI

10. "Six Talent Peaks" Project in Jiangsu Province: Research and Optimization of Key Technology of Southern Paddy Boom Sprayer Based on HST Full Hydraulic Drive (No.: 2015-ZBZZ-011), presided over

11. China Postdoctoral Science Foundation: Research on Performance Degradation Evaluation and Prediction of Planetary Gearbox under Variable Working Conditions (No. 2016M601800), PI

12. Funded by the special funds for the basic scientific research business expenses of the central universities: Research on the intelligent control technology of continuously variable transmission of high-power tractors (No.: KYZ201760), presided over

13. National key research and development plan: research and development of key technologies for continuously variable transmission of intelligent heavy-duty tractors

Academic achievements

Published works:

1. Vehicle site modeling and analysis, 2013, Peking University Press, third editor-in-chief.

2. Automotive Electronic Control Technology, 2018, People's Communications Press, Associate Editor

3. Automotive Experimentation, 2019, Machinery Industry Press, Associate Editor

Major recent papers:

1. Ying Lin , Maohua Xiao*, et al. Gear fault diagnosis based on CS-improved variational mode decomposition and probabilistic neural network. Measurement.2022(192) 110913 (SCI)

2. Maohua Xiao*, Wei Zhang, et al. Fault diagnosis of gearbox based on wavelet packet transform and CLSPSO-BP. Multimedia Tools and Applications, 2022(SCI)

3. Maohua Xiao *, Yabing Liao, et al. Fault diagnosis of rolling bearing based on back propagation neural network optimized by cuckoo search algorithm. Multimedia Tools and Applications (2022) 81:1567–1587(SCI)

4. Maohua Xiao*, Wei Zhang, et al. Fault Diagnosis Based on BP Neural Network Optimized by Beetle Algorithm Chinese Journal of Mechanical Engineering (2021) 34:119(SCI)

5. Zhou Junbo, Zhu Yejun, Xiao Maohua*, etc., Tractor Diesel Engine Fault Diagnosis Based on LWD-QPSO-SOMBP Neural Network, Chinese Journal of Agricultural Engineering, 2021, 37(17)(EI)

6. ZHAO Jing, XIAO Mao-hua*, et al. Dynamic engagement characteristics of wet clutch based on hydro-mechanical continuously variable transmission Journal of Central South University, 2021, 28(5)(SCI)

7. Guosheng Geng, Yang Wang, Liang Zhang, Maohua Xiao*. Optimization of cutting parameters in double-excitation ultrasonic elliptical vibration cutting of 630 stainless steel ,2021,9(SCI)

8. Maohua Xiao*, Weichen Wang, et al. Research on defect detection method of powder metallurgy gear based on machine vision,Machine Vision and Applications (2021) 32:51(SCI)

9. Xiao Maohua*, Wang Kaixin, Yang Wang et al. Design and experiment of a bionic rotary tiller based on the claw and toe of the oriental mole cricket by Jiang Feng, Chinese Journal of Agricultural Machinery, 2021.2 (EI)

10. Xiao Maohua*, Zhang Hengtong, Zhou Shuang, etc., Research Progress and Trend of Agricultural Machinery Fault Diagnosis Technology, Journal of Nanjing Agricultural University 2020, 43(6)

11. Maohua Xiao*, Weichen Wang, Kaixin Wang, et al. Fault Diagnosis of High-Power Tractor Engine Based on Competitive Multiswarm Cooperative Particle Swarm Optimizer Algorithm, Shock and Vibration, 2020 (SCI)

12. Maohua Xiao*, Xiaojie Shen, Xiao Liu, et al. Study on Properties of 45 Carbon Steel Ni–P Electroless Plating Reinforced by Si3N4–Al2O3 Particle Based on Response Surface Method, Journal of Nanoscience and Nanotechnology, 2020, 20 (SCI )

13. Zhenmin Sun, Maohua Xiao*, Hemei Yang, et al. Effects of the CNT Content and Plating Solution pH After Purification on the Performance of Ni–P CNT Composite Coating, Arabian Journal for Science and Engineering, 2020, 45(SCI)

14. Maohua Xiao*, Kai Wen, Guoqing Yang, et al. Research on Gearbox Fault Diagnosis System Based on BP Neural Network optimized by Particle Swarm Optimization, Journal of Computational Methods in Sciences and Engineering, 2020,20 (EI)

15. Maohua Xiao*, Z. Deng, Y. Ma, et al. Ratings of Rice Leaf Blast Disease Based on Image Processing and Stepwise Regression, APPLIED ENGINEERING IN AGRICULTURE, 2019, 35(6)(SCI)

16. Maohua Xiao*, Jing Zhao, Yuewen Wang, et al. Research on system identification based on hydraulic pump-motor of HMCVT, Engineering in Agriculture, Environment and Food, 2019, 12(EI)

17. Maohua Xiao*, Yinchu Yang, Petr Bartos, et al. The Design of a Dynamic Temperature Field Measurement System in CVT Gearbox Tractor, International Journal of Mechatronics and Applied Mechanics, 2019, 6 (EI)

18. Zhiqing Zhang, Maohua Xiao*, Gongshuo Zhang, , et al. Two-dimensional vibration characteristics of high speed plough surface based on ABAQUS, International Agricultural Engineering Journal, 2019, 28(3): (EI)

19. Gongshuo Zhang, Maohua Xiao*, Zhiqing Zhang, et al. Soil-cutting simulation and parameter optimization of rotary blade’s threeaxis resistances by response surface method, Computers and Electronics in Agriculture, 2019, 164(SCI)

20. Maohua Xiao*, ZX HUA, ZM SUN, et al. The effect of Cu and Co content on Ni-P-Cu-Co electroplating by response surface method, Digest Journal of Nanomaterials and Biostructures, 2019, 14(3) ( SCI)

21. Maohua Xiao*, Jingwen Chen, Jingjing Kang, et al. Effect of heat treatment process on mechanical properties and microstructure of FeAlCoCrNiTi0.5 alloy, AIP ADVANCES, 2018 (SCI)

22. Maohua Xiao*, Jingwen Chen, Yuewen Wang, et al. Starting Control Strategy of HMCVT Based on Fuzzy Control Algorithm, International Journal of Mechatronics and Applied Mechanics, 2018, 4(EI)

23. Maohua Xiao*, Cunyi Zhang, Kai Wen, et al. Bearing fault feature extraction method based on complete ensemble empirical mode decomposition with adaptive noise, Journal Of Vibroengeering. November 2018, 20, (7) (EI)

24. Maohua Xiao*, S. HUANG, H. WU, et al. Effect of Matrix Roughness on Microstructure and Properties of Electroless Ni - P Plating, Digest Journal of Nanomaterials and Biostructures 2018, 13(4) (SCI)

25. Maohua Xiao*, You Ma, Zhixiang Feng, et al. Rice blast recognition based on principal component analysis and neural network, Computers and Electronics in Agriculture, 2018, 154 (SCI)

26. Maohua Xiao*, Yuewen Wang, Yuan Tian,et al. Meshing force research of planetary gear for hydro-mechanical continuously variable transmission, International Agricultural Engineering Journal, 2018, 27(2) (EI)

27. Maohua Xiao*, Jing Zhao, Yuewen Wang, et al. Fuel economy of multiple conditions self-adaptive tractors with hydro-mechanical CVT, International Journal of Agricultural and Biological Engineering, 2018, 11(3) (SCI)

28. Xiao Maohua*, Zhang Cunyi, Fu Xiuqing, etc., Rolling Bearing Fault Feature Extraction Based on ICEEMDAN and Wavelet Threshold, Journal of Nanjing Agricultural University, 2018, 41(4)

29. Li Juanling, Xiao Maohua*, Liu Liantao, etc., Research on Dynamic Characteristics of Hydraulic Machinery CVT, Mechanical Strength, 2017, 39(1)

30. Maohua Xiao*, Fan Zou, Haijun Zhang, et al. Vibration study of the gearbox of hydro-mechanical continuously variable transmission based on Mean Filter Method, International Agricultural Engineering Journall, 2017, 26(3) (EI)

31. Maohua Xiao*, Guosheng Geng , Guohong Li , et al. Analysis on dynamic precision reliability of high-speed precision press based on Monte Carlo method, Nonlinear Dynamics, 2017, 90(SCI)

32. Weichao Zhang, Maohua Xiao*, Fan Zou, et al. Research on tool wear prediction based on Archard agglomeration scavenging theory, Advances in Mechanical Engineering, 2017, 9(10) (SCI)

33. Geng Guosheng, Xiao Maohua*, Zhou Kang, etc., Research on the Start-up Characteristics of Tractor Hydraulic Machinery CVT, Journal of Nanjing Agricultural University 2016, 39(2)

Authorized invention patents:

1. A new type of tractor fault diagnosis system and fault diagnosis method, ZL202110892020.4

2. Gearbox fault diagnosis method based on PSOOBP-CS algorithm, ZL202111119164.2

3. A method for judging the condition of rice blast disease based on aerial images of farmland, ZL201711479812.9

4. A system for removing oil from offshore oil spills and a method of using the same, ZL201910868422.3

5. A machine-hydraulic co-drive CVT for high-horsepower tractors, ZL201610136427.3

6. A high-power tractor hydraulic mechanical continuously variable transmission, ZL201510052579.0

7. External turning and deburring integrated tool and method thereof, ZL201010254190.1

8. A bottom drive high-speed press drive mechanism, ZL201310109821.4

Reward & Honor

1. Instructor of the first prize in the 3rd Kyoto University Student International Entrepreneurship Competition in 2019;

2. The Second Prize of Jiangsu Higher Education Scientific Research Achievements in 2019;

3. 2017 Jiangsu Province Youth Science and Technology Talent Support Project;

4. High-level talents of "Six Talent Peaks" in Jiangsu Province in 2015;

5. The application and industrialization of intelligent key technologies for large-scale power-shift tractors, the first prize of the 2017 China Agricultural Machinery Science and Technology Award;

6. The key technology and industrialization of full-frame high-power tractor, the third prize of Jiangsu Science and Technology Progress Award in 2014;

7. R&D and industrialization of high-speed intelligent wire and cable extrusion production line, the third prize of Jiangsu Science and Technology Progress Award in 2017;

8. Application and industrialization of intelligent key technologies for power-shift tractors, the third prize of Shandong Science and Technology Progress Award in 2017.