个人简介
指导学科
1、门类:工学
一级学科:机械工程
二级学科:机械电子工程
2、门类:工学
一级学科:机械工程
二级学科:车辆工程
广西教学名师。多年来一直从事科研和教学工作,主要研究方向为复杂机电产品设计与优化、智能检测控制技术、机电一体化技术等。近年来主持完成或在研国家自然科学基金3项、科技部和广西科技厅和南宁市科技局及企业委托项目等二十余项,公开发表学术论文60多篇,其中被SCI或EI收录三十多篇,作为第一承担人获广西自然科学优秀论文一等奖,南宁市科技进步二等奖、全国高校自制实验教学仪器优秀成果奖、广西优秀教学成果奖一等奖、二等奖等;获授权发明专利近40余项,部分成果已实现实施和转化。
主讲课程
1、机械系统动力学与动态特性分析
2、控制工程
3、测试技术
主持(参与)的主要科研项目
(1)主持国家自然科学基金项目“基于深度极限学习机的蔗汁澄清过程协同优化控制方法研究”,(项目编号:61763001)2018.1~2021.12。
(2)主持国家自然科学基金项目“基于熵产分析的煮糖过程糖膏循环流动的动力特性研究”2011~2013年(项目编号:51065004)。
(3)主持国家自然科学基金项目“基于多场协同的煮糖机械全局协调优化设计方法研究”,2015.1-2018.12。
(4)主持科技部中小企业创新基金项目“多功能绿篱苗木修剪机研发”2011-2013年 (项目编号:11C26214505595).
(6)主持广西科技攻关重点研发项目“桑树伐条粉碎打捆机械关键技术研究与应用”,(项目编号:桂科AB16380235)2016.9-2019.12年。
(7)主持广西自然科学基金项目“丘陵甘蔗收获机械行走系统的运动机理及设计方法研究(桂科自0778006-13)”, 2008~2010年(结题评为优秀)。
(8)主持广西自然科学基金项目“煮糖结晶过程智能集成建模及优化控制方法研究(2011GXNSFA018168,2011~2014年)”。
(9)主持广西科技攻关项目“基于人工智能的浅层地能低温保鲜储粮系统研究和开发(桂科攻10100022-30)”,2010~2012。
(10)主持广西自然科学基金项目“煮糖结晶过程智能集成建模及优化控制方法研究(2011GXNSFA018168)”2011.~2014.。
(11)主持广西科技攻关项目“可再生能源建筑应用监测与管理公共服务平台研发(桂科攻1114019-11)”2011~2013。
(12)主持南宁市科技攻关项目“甘蔗煮糖过程的检测和控制关键技术研究与应用(项目编号:200902023A,2009~2011年),
(13)与广西永凯糖纸集团共同承担南宁市工信委技改项目“煮糖结晶生产设备综合自动化技术应用及示范(南工信信产〔2013〕11号,2013 -2015)”,
(14)主持南宁市科技攻关项目“甘蔗煮糖过程的检测和控制关键技术研究与应用(项目编号:200902023A)”,2009~2010年。
(15)主持南宁市科技攻关项目“制糖企业生产过程质量分析管理系统研发 (项目编号:200501007)”,2006~2009年(已鉴定,成果处于国内领先水平)。
(16)主持广西科技攻关项目“广西制造业信息化工程数字化公共技术服务平台—子项目产品协同设计分析技术及服务系统开发(桂科攻关0428002-1)”,2005~2008年(已结题)。
(17)主持南宁市科技攻关项目“基于虚拟样机的车载式多功能苗木修剪机研发”, 项目编号:2010003007A,2010.8-2012.8 。
(18)主持企业委托项目“系列通用多功能环卫机械研发”,2014.3-2016.3.
(19)成果转化项目“园林机器人研发”2019-2021
研究领域
机电检测与控制技术,机电一体化技术,复杂机电产品设计与优化,基于虚拟样机的专用车辆研发
近期论文
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(1)Yanmei Meng, Qiliang Lan, Johnny Qin, Shuangshuang Yu, Haifeng Pang, and Kangyuan Zheng. Data-driven soft sensor modeling based on twin support vector regression for cane sugar crystallization. Journal of Food Engineering, 2019 (01), 241: 159-165. (SCI中科院二区,WOS:000447581200018)
(2)Yanmei Meng, Jinlai Zhang, Johnny Qin, Qiliang Lan, Yanpeng Xie, and Feihong Hu. Research on the Adaptive Control in Sugar Evaporative Crystallization Using LSSVM and SaDE-ELM. International Journal of Food Engineering. 2019(05), 15(5-6). (SCI中科院二区,WOS:000469779200001)
(3)Yanmei Meng, Jundong Wei, Jin Wei, Hao Chen, and Yaosheng Cui. An ANSYS/LS-DYNA simulation and experimental study of circular saw blade cutting system of mulberry cutting machine. Computers and Electronics in Agriculture, 2019 (02), 157: 38-48. (SCI中科院三区,WOS:000459358400004)
(4)Yanmei Meng, Chunbo Ye, Shuangshuang Yu, Johnny Qin, Jinlai Zhang, and Daoyan Shen. Sugarcane node recognition technology based on wavelet analysis. Computers and Electronics in Agriculture, 2019 (03), 158: 68-78. (SCI中科院三区,WOS:000461263400007)
(5)Yanmei Meng, Shuangshuang Yu, Hui Wang, Johnny Qin, and Yanpeng Xie. Data-driven Modeling Based on Kernel Extreme Learning Machine for Sugarcane Juice Clarification. Food Science & Nutrition, 2019(05), 7(5): 1606-1614. (SCI中科院四区,WOS:000468799000006)
(6)Yanmei Meng; Yuanling Chen; Shangping Li;Chen Chaolin and Xu kai. Research on the Orthogonal Experiment of Numeric Simulation of Macromolecule Cleaning Element for Sugarcane Harvester. Materials and Design, Vol.30, No.6,2009.6:2250-2258.(SCI收录号:440AD 000265669100050,EI收录号: 20091412003993, 获2011年广西自然科学优秀论文一等奖)
(7)Meng Yanmei; Lu Guancheng; Xu Kai and Li Shangping . Analysis on the Fatigue Break Mechanism of the Brush-Shape High Molecular Cleaning Element. Advanced Science Letters, Vol.4, 2011.8: 3072-3076 (SCI收录号:822OJ 000295057700091)
(9) Yanmei Meng; Haifeng Pang; Guancheng Lu; Chunwa Qin and Haiping He. Soft Measurement System for Monitoring Syrup Supersaturation During a Sugar Crystallization Process Based on a Least Squares Support Vector Machine. Sensors and Transducers, Vol.160, No.12, 2013.12: 493-502.(EI收录号: 20140917410762)
(10) Yanmei Meng; Guancheng Lu; Kangyuan Zheng; Xiaochun Wang and Zhihong Tang. Research of Methods for Extreme Principal Components Responding to Sucrose Supersaturation Based Soft Sensors in Cane Sugar Process. Sensors and Transducers, Vol.162, No.1, 2014.1: 221-226. (EI收录号: 20141217498608)
(11) Haifeng Pang; Yanmei Meng; Jian Chen; Xiaochun Wang; Zhihong Tang and Guancheng Lu. Soft-sensor for Mother Liquor Purity in the Industrial Cane Sugar Crystallization Based on Extreme Learning Machine and Particle Swarm Optimization. International Journal of Control and Automation, Vol. 7, 2014.7: 397-414.(EI收录号: 20143418084554)
(12)Yanmei Meng; Xian Yu; Haiping He; Zhihong Tang; Xiaochun Wang and Jian Chen. Knowledge-based intelligent system for analyzing cane sugar crystallization state. The International Journal on Smart Sensing and Intelligent Systems,Vol. 7, 2014.3: 942-965. (EI收录号:20143418090278)
(13)Yanmei Meng; Guancheng Lu; Quan Zhou; Chunwa Qin; Haifeng Pang and Kangyuan Zheng. Research and Development of Sucrose Supersaturation Soft Measurement System Based on Least Square Support Vector Machine. International Conference on Manufacturing Science and Engineering(ICMSE2013), 2013.3. (EI收录号: 20132416421033)
(14) Funing Lu, Xian Yu, Yanmei Meng, Zhihong Tang, Jian Chen. An Approach for Sugar Equipment Optimal Model Based on Mutiple Fields Synergy. The 2014 International Forum on Materials Processing Technology(IFMPT2014), 2014.1.18, 2014.2.28. (EI收录号: 20141217498485)
(15) Meng, YM ; Pang, HF ; Jiang, Y ; Zhou, Q and Zheng, TT . Analysis of heat exchanger performance forecast based on the BP neural network Advanced Materials Research,Volume:139-141, 2010.12:1697-1971. (EI收录号:20110113546043)
(16)Meng Yanmei; Zhen Dong; Lu Funing and Zhihong Tang. Research and Analysis on the Mechanical Characteristics of Brush Shape Cleaning Element in Spiral Installation. Advanced Materials Research, Vols.97-101, 2010.2: 3656-3660. (EI收录号: 20101612863625)
(17)Meng Yanmei; Huang Lianhua. Non-linearity Compensation for Syrup Concentration Sensor Based on BP ANN. The International Conference on Electrical and Control Engingneering. 2010.06:1374-1377. ( EI 收录号:20111013722797)
(18)Meng yanmei; Lu Funing; Li Bei; Xu Kai and Li Shangping. Research on integrated design environment of sugarcane harvester. 2010 International Conference on Mechanic Automation and Control Engineering, 2010.6: 276-279. (EI收录号: 20103513201448)
(19) Yanmei Meng, Kangyuan Zheng, Wenxing Li, Haifeng Pang, Guancheng Lu, and Guangquan Li. Design and implementation of intelligent integrated measuring and controlling system for sugar cane crystallization process. International Journal on Smart Sensing and Intelligent Systems, Vol. 8, 2015.3: 1687-1705. (EI收录号:20153501212880)
(20) Yanmei Meng; Haifeng Pang; Qi He; Haiping He and Xiaochun Wang. Research of Open-Architecture Integrated Experimental Platform with Intelligent Monitoring in Sugar Boiling Process. Journal of Theoretical and Applied Information Technology, Vol.51, No.1, 2013.5: 47-52.
(21) Junke Ye; Yanmei Meng; Jian Chen and Xiaochun Wang. Research on Cane Sugar Crystallization State Pattern Identification Based on Rough Set and Gaussian Process. The International Journal of Mechanic Systems Engineering, Vol.3, No.4, 2013.11: 154-161. (15) Yanmei Meng, Kangyuan Zheng, Xiaoyuan Ma, Wenxing Li. An Improved Data-driven Soft Sensor Modeling Algorithm Based on Twin Support Vector Regression for Sugar Cane Crystallization. Advances in Intelligent Systems Research, Vol. 117, 2015: 704-708. (EI收录)
(21) Yanmei Meng, Kangyuan Zheng, Feihong Hu, Wenxing Li , Guancheng Lu. An Improved Watershed Segmentation Algorithm for Adhesive Particles in Sugar Cane Crystallization. Advances in Engineering Research, Vol. 21, 2015: 1774-1779. (EI收录)
学术兼职
1、广西高校机械工程专业教指委副主任委员;
2、广西高校金工学会理事长,
3、广西农业工程学会常务副理事长