个人简介:
喻聪,男,1989年12月生,湖北武汉人,工学博士。近年来,承担国家自然科学基金2项、工信部立项“互联网+民爆”试点课题1项、湖北省重点实验室开放课题2项、江苏省前瞻性联合研究项目1项、企业项目若干,所研究成果被鉴定为国际先进水平,获中国电力创新奖二等奖1项、能源创新奖二等奖1项。迄今为止,累计发表论文30余篇、授权专利8项、软件著作权3件,代表性论文发表于Energy、Applied Thermal Engineering、中国电机工程学报等权威期刊。指导省级及以上大学生创新创业项目4项、省级及以上学科竞赛奖项8项,获江汉大学“五四”表彰先进个人——青年岗位能手等荣誉。
Email:congy@jhun.edu.cn
电话:18795856986
研究方向:
低碳能源与碳中和技术、流程型工业智能制造、电力大数据
教育/工作经历:
2019.11 至今, 江汉大学,智能制造学院, 讲师
2019.07 至2019.11, 中南电力设计院有限公司,发电公司,研究员
2012.09 至2019.06,东南大学,动力工程及工程热物理, 硕(博)士
2008.09 至2012.06,江汉大学,过程装备与控制工程, 学士
教学课程:
《化工机械设计基础》、《数值计算方法》、《专业导论》
近5年承担科研项目:
[1] 湖北凯龙化工集团股份有限公司(省国防科工办发起,工信部立项,195.6万):“互联网+民用爆炸物品生产及仓储智能化安全监控系统”合作开发,项目联系人,2023.06-2026.06,在研;
[2] 工业烟尘污染控制湖北省重点实验室开放课题/重点项目:物理启发机器学习助力深调燃煤锅炉氮氧化物迁移行为预测与调控,主持人,2023.09-2025.08,在研;
[3] 湖北省环保型汽车油管智能制造企校联合创新中心基金:基于层析成像的高温炉精准光学测温技术及其数字化平台研发,主持人,2022.8-2025.12,在研;
[4] 国家自然科学基金:煤粉富氧燃烧锅炉火焰稳定性与蒸发受热管热力特性的耦合机制研究,主持人,2021.1-2023.12,结题;
[5] 江汉大学科研启动经费项目:数据与机理融合驱动的燃煤电站脱硝催化剂寿命预测模型研究,主持人,2021.1-2023.12,结题;
[6] 工业烟尘污染控制湖北省重点实验室开放课题项目:工业炉SNCR-SCR耦合脱硝特性的数值研究,第一参与人,2021.1-2022.12,结题。
近5年发表学术论文:
[1] Zhuyu Kun, Cong Yu*, Wei Jin, Ling Shi, Bo Chen, Pei Xu. Mechanism-enhanced data-driven method for the joint optimization of boiler combustion and selective catalytic reduction systems considering gas temperature deviations, Energy, 2024, 291: 130432. (中科院1区SCI)
[2] Shuo Chen, Cong Yu*, Yukun Zhu, Wei Fan, Haiquan Yu, Tihua Zhang. NOx formation model for utility boilers using robust two-step steady-state detection and multimodal residual convolutional auto-encoder, Journal of the Taiwan Institute of Chemical Engineers, 2024, 155: 105252. (中科院3区SCI)
[3] Yukun Zhu, Cong Yu*, Wei Fan, et al. A novel NOx emission prediction model for multimodal operational utility boilers considering local features and prior knowledge[J]. Energy, 2023, 280: 128128. (中科院1区SCI)
[4] Wei Fan, Yinfeng Jin, Cong Yu; Yongzan Zhou. PSINDy: Probabilistic sparse identification of nonlinear dynamics for temporal process modelling and fault detection. Journal of the Taiwan Institute of Chemical Engineers, 2023, 153: 105238. (中科院3区SCI)
[5] Wei Fan, Shaojun Ren, Cong Yu, Haiquan Yu, Peng Wang, Fengqi Si. A mixture of probabilistic predictable feature analysis for multi-mode dynamic process monitoring, Journal of the Taiwan Institute of Chemical Engineers, 2022, 143: 1-14. (中科院3区SCI)
[6] Wei Jin, Fengqi Si, Yue Cao, Cong Yu, Jiqiang Wang. Numerical research on ammonia-coal co-firing in a 1050 MW coal-fired utility boiler under ultra-low load: Effects of ammonia ratio and air staging condition, Applied Thermal Engineering, 2023, 233: 121100. (中科院2区SCI)
[7] 刘红姣,唐柳华,赵佳宁,王蓝欣,喻聪,晋梅. 无中心管连续螺旋折流板换热器性能研究[J]. 压力容器, 2023, 39(10): 11-19. (中文核心期刊)
[8] 朱宇坤,喻聪*,张梯华,刘红娇,司风琪. 基于大容量样本挖掘及贝叶斯堆栈泛化集成算法的电站锅炉NOx稳态建模[J]. 热力发电. 2022. (中文核心期刊)
[9] 胡佳颖,喻聪*,王子良,司风琪. 机理与数据驱动的电站锅炉SCR催化剂寿命预测模型研究 [J]. 能源研究与利用. 2022. (省级期刊)
[10] Wei Jin, Fengqi Si, Sina Kheirkhah, Cong Yu, Hengyu Li, Ya'ou Wang. Numerical study on the effects of primary air ratio on ultra-low-load combustion characteristics of a 1050 MW coal-fired boiler considering high-temperature corrosion, Applied Thermal Engineering, 2022, 221: 1-20. (中科院2区SCI)
[11] 喻聪*,司风琪,李敏,吴翰林. 基于燃烧与水动力耦合模型的锅炉蒸汽管超温特性研究[J]. 热能动力工程, 2021, 36(8):7.(中文核心期刊)
[12] Cong Yu, Ling Shi, Jiangying Hu, Hongjiao Liu. Numerical study of hybrid SNCR-SCR process in a 65 MW gas-fired boiler[C]. 4th International Symposium on Power Electronics and Control Engineering (ISPECE 2021). SPIE, 2021, 12080: 715-721. (EI收录: 20220211443308)
[13] Cong Yu, Ling Shi, Jiaying Hu, Hongjiao Liu. Numerical study of combustion and heat transfer in a composite heat carrier generator[C]. Journal of Physics: Conference Series. IOP Publishing, 2021, 2085(1): 012035. (EI收录: 20215011312562)
[14] Cong Yu, Haiquan Yu, Wenpeng Hu, Hanlin Wu. Sensitivity analysis of several operational parameters on gas temperature deviation in a tangential firing boiler[C]. E3S Web of Conferences. EDP Sciences, 2020, 194: 01022. (EI收录: 202019401022)
[15] Cong Yu, Wei Fan, Haiquan Yu, Fengqi Si. A machine learning NOx emission model for SCR system considering mechanism knowledge and catalyst deactivation[C]. E3S Web of Conferences. EDP Sciences, 2020, 194: 04064.(EI收录: 202019404064)
[16] Haiquan Yu, Lars O.Nord, Cong Yu, Jianxin Zhou, Fengqi Si. An improved combined heat and power economic dispatch model for natural gas combined cycle power plants [J]. Applied Thermal Engineering, 2020, 181: 115939. (中科院2区SCI: 000592635100049)
[17] Cong Yu, Wei Xiong, Huan Ma, Jianxin Zhou, Fengqi Si, Xiaoming Jiang, Xuwen Fang. Numerical investigation of combustion optimization in a tangential firing boiler considering steam tube overheating[J]. Applied Thermal Engineering, 2019, 154: 87-101. (中科院2区SCI:000469892000009)
[18] 喻聪,司风琪,熊尾,周建新,江晓明. 电站锅炉低氮燃烧与高温受热面换热的联合模拟及分析[J]. 中国电机工程学报, 2019, 39 (13): 3842-3850. (EI期刊:20193607395962)
[19] 喻聪,司风琪,董云山,江晓明. 燃煤电站SCR系统气固流动与催化剂磨损的混合数值模拟与优化[J]. 东南大学学报(自然科学版), 2019, 49(1): 133-140. (EI期刊:20191506748463)
[20] 熊尾,喻聪,司风琪,王俊山. 计及先验知识及烟温偏差约束的四角切圆锅炉燃烧优化[J]. 热能动力工程, 2019, 34(3): 68-76. (中文核心期刊)
[21] Wei Fan, Fengqi Si, Shaojun Ren, Cong Yu, Yanfeng Cui, Peng Wang. Integration of continuous restricted Boltzmann machine and SVR in NOx emissions prediction of a tangential firing boiler. Chemometrics and Intelligent Laboratory Systems, 2019. 195: 103870.(中科院3区SCI: 000503086400002)
近5年专利与软件著作权:
[1] 喻聪,李博文,郭书杰,陈硕,张梯华. 基于多尺度耦合建模的两段式复合热流体发生器设计方法,发明专利,申请号:202210989166.5.
[2] 喻聪,崔豪杰,程璟,刘祖韵,朱宇坤. 基于多尺度耦合建模SCR脱硝催化剂物理失活速率预测方法,发明专利,申请号:202210987253.7.
[3] 喻聪,张梯华,朱宇坤,陈硕,孟祥云,胡芳. 一种电站SCR催化剂失活概率集构建方法、装置及存储介质,发明专利,申请号:202210990768.2.
[4] 喻聪,朱宇坤,陈硕,张梯华. 基于局部知识融合的电站锅炉燃烧性能预测方法. 发明专利,申请号:202210999994.7.
[5] 电站SCR脱硝系统大容量样本挖掘及催化剂寿命分析平台,2022SR1479497.
对拟招收研究生的要求:
1. 欢迎具有机械、能源、计算机等背景的同学报考;
2. 具有一定数值计算和编程能力(Ansys/Matlab/Python等)或实验动手能力;
3. 踏实认真、勤奋刻苦、积极向上。