代表性学术成果:
1、科研项目:
1.国家自然科学基金面上项目,主持 2.国家自然科学基金青年项目,主持 3.国家自然科学基金地区项目,第二 4.新疆科技厅自然科学基金项目,主持 5.天津市科学技术委员会科技重大专项与工程,互联网跨界融合创新示范工程,本校主持 6.航天六院北京航天动力研究所项目:XXXXX故障诊断平台研制,主持 7.航天六院北京航天动力研究所项目:XXX控制系统稳定性分析,主持 8.航天六院北京航天动力研究所项目:XXX故障诊断,主持 9.新疆科学技术厅科技支疆计划项目,信息安全录音截断器,本校主持 10.中国人民财产保险股份有限公司:大数据应用研究基金,主持 11.太原卫星发射中心项目:XXXXXXX评估方法及实现,主持 12.太原卫星发射中心项目:基于标校的XXXXXXX,主持 13.企业委托项目:电机振动故障诊断算法开发,主持 14.中国博士后科学基金面上一等资助项目 15.天津市高校中青年骨干创新人才项目
2、论文、专著 1.专著:许亮、蔡远利;《气动光学工程计算》,科学出版社,2021. 2.Xu Liang; Zhao Songbo; Li Ningning; Gao Qiang; Wang Tao; Xue Wei;Application of QGA-BP for Fault Detection of Liquid Rocket Engines, IEEE Transactions on Aerospace and Electronic Systems, 2019, 55(5): 2464-2472.航空航天一区,Top期刊. 3.Wang L.,Xu L.*, Zhao S., Zhou L. Influence of 0◦–15◦attack angle on aero-optical imaging deviation of a blunt-nose vehicle. Applied Optics, 2023,62(2):391-397. 4.Xu Liang; Xue Deting; Lv Xiaoyi; Computation and analysis of backward ray-tracing in aero-optics flow fields, Optics Express, 2018, 26(1): 567-576. 5.Yuan Yao; Wei Xue; Tao Wang; Yuyang Wu;Liang Xu*;Influence of LOS angle on aero-optics imaging deviation, Optik, 2020, 202: 163732. 6.Yuyang Wu; Wei Xue;Liang Xu*; Guo Xiang; Deting Xue; Yuan Yao; Songbo Zhao; Ningning Li; Optimized least-squares support vector machine for predicting aero-optic imaging deviation based on chaotic particle swarm optimization, Optik, 2020, 206: 163215. 7.Xu Liang; Zhao Shiwei; Xue Wei; Wang Tao.Computation and analysis of aero-optic imaging deviation of a blunt nosed aircraft with Mach number 0.5–3. Optoelectronics Letters, 2023,19(1):55-59. 8.Xu Liang; Zhang Ziye; Yao Yuan; Yu Zhenhua.Improved Particle Swarm Optimization-Based BP Neural Networks for Aero-Optical Imaging Deviation Prediction. IEEE Access. 2022, 10:26769-26777. 9.王闻浩,许亮.改进SO优化KELM的液体火箭发动机故障检测.航天控制. 2023,41(04):84-90. 10.任圆圆,许亮,蔡远利.质子交换膜燃料电池剩余使用寿命预测研究进展.电源技术. 2023,47(08): 984-988. 11.罗闯,许亮.基于ISSA的燃料电池多电源模糊能量管理策略.汽车安全与节能学报. 2023,14(04):496-504. 12.周伦钢,赵松波,仝戈,许亮.基于IG-CPSO-BP的水工钢闸门安全等级识别.人民黄河. 2023,45(07):130-133+162. 13.赵鑫浩,许亮.改进的萤火虫算法优化反向传播神经网络动力锂离子电池健康状态估计.储能科学与技术.2023,12(03):934-940. 14.许亮,王鹿洋,万自明,等.不同高度对0°~15°攻角气动光学成像偏移的影响.红外与激光工程. 2023,52(05):347-355. 15.刘斌,赵静,谯倩,李志伟,朱均超,许亮,张宝峰.基于自动聚焦技术的三维测量方法研究[J].自动化仪表,2021,42(03):33-37. 16.初录,刘斌,许亮,李志伟,张宝峰.基于灰度共生矩阵的散斑质量评价[J].激光与光电子学进展,2021,58(04):235-243. 17.陈占国,薛薇,许亮.松鼠搜索算法优化SVM的液体火箭动力系统故障诊断[J].航天控制,2023,41(01):82-88. 18.许亮,马硕,薛薇,李宁宁.改进PSO优化WNN的液体火箭发动机故障检测[J].航天控制,2021,39(04):74-80. 19.乔夏君,薛薇,王浩,许亮.混沌乌燕鸥算法优化发动机参数自整定PID控制[J].计算机测量与控制,2022,30(06):132-137. 20.徐正军,张强,许亮.一种基于改进YOLOv5s-Ghost网络的交通标志识别方法[J].光电子·激光,2023,34(01):52-61. 21.许亮;王亚龙;刘颖;陈曦;翟翔;一种级联式神经网络框架的路标识别方法研究,光电子激光,2020,31(3):310-317. 22.许亮;赵松波;高强;莫家庆;吕小毅;郭翔;PSO-BP神经网络在语音干扰效果评估中的应用,现代电子技术, 2019, (06): 43-46+50. 23.Wang DD; Mo JQ; Zhou G;Xu L; Liu YJ. An efficient mixture of deep and machine learning models for COVID-19 diagnosis in chest X-ray images. PLOS ONE, 15(11):0242535. 24.Dahua Li, Hui Zhao, Xiangfei Zhao, Qiang Gao,Liang Xu. Cucumber Detection Based on Texture and Color in Greenhouse. International Journal of Pattern Recognition and Artificial Intelligence, 2017,31(8). 25.Yu Zhenhua; Li Xiaobo; Abouel Nasr Emad; Mahmoud Haitham A;Xu Liang. Stability analysis method and application of multi-agent systems from the perspective of hybrid systems. Measurement and Control (United Kingdom), 2021,54,n9-10: 1347-1355. 26.J. Mo; W. Xue; S. Zhao; N. Li;L. Xu*; D.Li; Q. Gao;Application of QGA-BP Network in Objective Evaluation of Speech Jamming Effect, 2018 IEEE International Conference on Mechatronics and Automation (ICMA). 27.N. Li; W. Xue; S. Zhao; Q. Gao; D. Li;L. Xu*; Application of Improved PSO-BP Neural Network in Fault Detection of Liquid-Propellant Rocket Engine, 2018 IEEE International Conference on Mechatronics and Automation (ICMA). 28.Xu Liang; Xue Deting; Lv Xiaoyi;Influence of Ray-tracing Step on Aero-Optics Imaging Deviation Computation,2017 IEEE International Conference on Imaging Systems and Technique,2017.10 29.Zhou Gang; Liu Yuehu;Xu Liang; Jia Zhenhong;Scene text detection method based on the hierarchical model, IET Computer Vision, 2015, 9(4): 500-510. 30.许亮;蔡远利;石鹏;典型飞行器气动光学流场CFD仿真, CCSSTA 2015, 2015-08-09. 31.许亮;蔡远利;石鹏;高速飞行器非均匀流场光线传播特性分析, CCSSTA 2010, 2010,2(3):29-34. 32.Jiwei Qin;Liang Xu; Jinsheng Wang; Fei Guo;An Extraction Method of Acoustic Features for Music Emotion Classification, Sensors & Transducers, 2014, 175(7): 83-87. 33.Xu Liang; Cai Yuanli*;Imaging deviation through non-uniform flow fields around high-speed flying vehicles, Optik, 2012, 123(13): 1177-1182. 34.Xu Liang; Cai Yuanli*;Influence of altitude on aero-optic imaging deviation, APPLIED OPTICS, 2011, 50(18): 2949-2957.
3、其他成果(奖励、专利等):
[1]中国专利. "一种周界围栏振动信号加速度传感装置." ZL201520029947.5. [2]中国专利. "一种周界安全防范系统定位用传感单元组." ZL201520029948.X. [3]中国专利. "振动信号特征参数提取方法." ZL201310476724.9. [4]中国专利. "振动信号特征参数识别方法." ZL201310690193.3.
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