个人简历

个人简介：
刘鸿斌，博士，副教授，硕士生导师。
工作经历：
2015/4 - 至今，南京林业大学，轻工与食品学院，副教授
2017/12 - 2018/12，美国南加州大学（University of Southern California），化工系，国家公派访问学者
2017/7 - 2017/10，韩国庆熙大学（Kyung Hee University），环境科学与工程系，研究教授
2015/6 - 2015/8，韩国庆熙大学（Kyung Hee University），环境科学与工程系，研究教授
2013/10 - 2014/12，瑞典乌普萨拉大学（Uppsala University），信息与技术学院，博士后
2004/7 - 2006/9，广州造纸集团有限公司，助理工程师
教育经历：
2009/9 - 2013/8，韩国庆熙大学（Kyung Hee University），环境科学与工程，博士，导师：ChangKyoo Yoo 教授
2006/9 - 2009/6，华南理工大学，制浆造纸，硕士，导师：沈文浩 教授
2000/9 - 2004/7，四川理工学院，轻化工程，学士
研究课题情况：
南京林业大学高层次（高学历）人才科研启动基金资助项目（GXL029）
制浆造纸国家重点实验室开放基金项目（201813，201610）
江苏省制浆造纸科学与技术重点实验室开放基金重点项目（201530）
高等学校博士学科点专项科研基金项目（20130172110014）
生物质转化为高品位燃料的基础问题研究（973项目，2007CB210200）
Monitoring and control of wastewater treatment plants and climate control in buildings using wireless sensor networks, the Swedish Foundation for Strategic Research (SSF) (No. RIT08-0065)
Development of artificial intelligence air quality control and management system for subway stations and tunnels, Seoul Research and Development, Korea (No. CS070160)
Integrated indoor air quality monitoring and optimal ventilation control, Engineering Research Center (ERC), Korean Government
Development of an integrated management system of wastewater treatment process by using the core technologies of environmental informatics and system optimization, National Research fund (NRF), Korean Government (No. KRF-2009-0076129)
Development of an integrated management system of wastewater treatment process by using the core technologies of environmental informatics and system optimization, the National Research Foundation of Korea (NRF), Korea Government (No. 2015R1A2A2A11001120)
Education program for environmental informatics (eco-informatics), Brain Korea 21 project(BK21), Korea Science and Technology Korea
Education program for environmental informatics-NEXUS, Brain Korea 21+ project (BK21), Korea Science and Technology Korea
代表性成果：
发表科研论文100多篇，其中SCI论文30多篇；申请/授权专利6件；参编教材1部。
专利
沈文浩, 陈小泉, 刘鸿斌. 气垫式流浆箱模型预测控制仿真软件V1.0. No. 2008SR15161, 计算机软件著作权. 签发日期: 2008.8.4
另外有5件发明专利已经提交申请
专著
沈文浩，李军，刘鸿斌，等. 造纸过程控制与维护管理，北京：中国轻工业出版社，2017

研究领域

化工自动化，具体包含化工、环境及制浆造纸等工业过程的建模、优化、监测及控制。

近期论文

SCI期刊论文
Dongsheng Wang, Hongbin Liu (2020). Safety guarantee technologies of water pressure and water quality: a case study in secondary water supply for high-rise buildings. Desalination and Water Treatment. Accepted.
Hongbin Liu, Chong Yang, Mingzhi Huang, ChangKyoo Yoo (2020). Soft Sensor Modeling of Industrial Process Data Using Kernel Latent Variables. Applied Soft Computing, 90: 1-10..
Hongbin Liu, Chong Yang, Mingzhi Huang, ChangKyoo Yoo* (2020).Multivariate Statistical Monitoring of Subway Indoor Air Quality Using Dynamic Concurrent Partial Least Squares. Environmental Science and Pollution Research, 27(4): 4159-4169.
Zehua Huang, Renren Wu, XiaoHui Yi, Hongbin Liu, Jiannan Cai, Guoqiang Niu, Mingzhi Huang*, Guangguo Ying (2019). A Novel model with GA evolving FWNN for effluent quality and biogas production forecast in a full-scale anaerobic wastewater treatment process. Complexity, 2019: 1-13.
Hongbin Liu, Chong Yang, Bengt Carlsson, S. Joe Qin*, ChangKyoo Yoo** (2019). Dynamic nonlinear partial least squares modeling using Gaussian process regression. Industrial & Engineering Chemistry Research, 58(36): 16676-16686.
Xiaohui Yi, Chao Zhang, Hongbin Liu, Renren Wu, Di Tian, Jujun Ruan, Tao Zhang, Mingzhi Huang*, Guangguo Ying (2019). Occurrence and distribution of neonicotinoid insecticides in surface water and sediment of the Guangzhou section of the Pearl River, South China. Environmental Pollution, 251: 892-900.
Qian Li, Jorge Loy-Benitez, SungKu Heo, Seungchul Lee, Hongbin Liu, ChangKyoo Yoo* (2019). Flexible real-time ventilation design in a subway station accommodating the various outdoor PM10 air quality from climate change variation. Building and Environment, 153: 77-90.
Hongbin Liu, Chong Yang, Mingzhi Huang, Dongsheng Wang, ChangKyoo Yoo* (2018). Modeling of subway indoor air quality using Gaussian process regression. Journal of Hazardous Materials, 359: 266-273.
Hongbin Liu, Chong Yang, MinJeong Kim, ChangKyoo Yoo* (2018). Fault diagnosis of subway indoor air quality based on local fisher discriminant analysis. Environmental Engineering Science, 35(11): 1206–1215.
Mingzhi Huang*, Di Tian, Hongbin Liu, Chao Zhang, Xiaohui Yi, Jiannan Cai, Jujun Ruan, Tao Zhang, Shaofei Kong, Guangguo Ying (2018). A hybrid fuzzy wavelet neural network model with self-adapted fuzzy c-means clustering and genetic algorithm for water quality prediction in rivers. Complexity, 2018: 1-11.
Paulina Vilela, Hongbin Liu, SeungChul Lee, Soonho Hwangbo, KiJeon Nam, ChangKyoo Yoo* (2018). A systematic approach of removal mechanisms, control and optimization of silver nanoparticle in wastewater treatment plants. Science of The Total Environment, 633: 989-998.
PrithviSaiNadh Garikiparthy, SeungChul Lee, Hongbin Liu, SrinivasSahan Kolluri, ImanJanghorban Esfahani, ChangKyoo Yoo* (2016). Evaluation of multiloop chemical dosage control strategies for total phosphorus removal of enhanced biological nutrient removal process. Korean Journal of Chemical Engineering, 33(1): 14-24.
Honglan Shi, MinJeong Kim, Hongbin Liu, ChangKyoo Yoo* (2016). Process modeling based on nonlinear PLS models using a prior knowledge-driven time difference method. Journal of the Taiwan Institute of Chemical Engineers, 69: 93-105.
Hongbin Liu, ChangKyoo Yoo* (2016). Cascade control of effluent nitrate and ammonium in an activated sludge process. Desalination and Water Treatment, 57(45): 21253-21263.
Hongbin Liu, ChangKyoo Yoo* (2016). A robust localized soft sensor for particulate matter modeling in Seoul metro systems. Journal of Hazardous Materials, 305: 209-218.
Wenhao Shen*, Erpan Tao, Xiaoquan Chen, Dawei Liu, Hongbin Liu (2014). Nitrate control strategies in an activated sludge wastewater treatment process. Korean Journal of Chemical Engineering, 31(3): 386-392.
SeungChul Lee, Hongbin Liu, MinJeong Kim, Jeong Tai Kim, ChangKyoo Yoo* (2014). Online monitoring and interpretation of periodic diurnal and seasonal variations of indoor air pollutants in a subway station using parallel factor analysis (PARAFAC). Energy and Buildings, 68(0): 87-98.
MinJeong Kim, Hongbin Liu, Jeong Tai Kim, ChangKyoo Yoo* (2014). Evaluation of passenger health risk assessment of sustainable indoor air quality monitoring in metro systems based on a non-Gaussian dynamic sensor validation method. Journal of Hazardous Materials, 278: 124-133.
Hongbin Liu, SeungChul Lee, MinJeong Kim, Honglan Shi, Jeong Tai Kim, ChangKyoo Yoo* (2014). Finding the optimal set points of a thermal and ventilation control system under changing outdoor weather conditions. Indoor and Built Environment, 23(1): 118-132.
OnYu Kang, SeungChul Lee, Kailas Wasewar, MinJeong Kim, Hongbin Liu, TaeSeok Oh, Emad Janghorban, ChangKyoo Yoo* (2013). Determination of key sensor locations for non-point pollutant sources management in sewer network. Korean Journal of Chemical Engineering, 30(1): 20-26.
OnYu Kang, Hongbin Liu, MinJeong Kim, Jeong Tai Kim, Kailas L Wasewar, ChangKyoo Yoo *(2013). Periodic local multi-way analysis and monitoring of indoor air quality in a subway system considering the weekly effect. Indoor and Built Environment, 22(1): 77-93.
MinJeong Kim, Hongbin Liu, Jeong Tai Kim, ChangKyoo Yoo* (2013). Sensor fault identification and reconstruction of indoor air quality (IAQ) data using a multivariate non-Gaussian model in underground building space. Energy and Buildings, 66(0): 384-394.
Hongbin Liu, SeungChul Lee, MinJeong Kim, Honglan Shi, Jeong Tai Kim, Kailas L. Wasewar, ChangKyoo Yoo* (2013). Multi-objective optimization of indoor air quality control and energy consumption minimization in a subway ventilation system. Energy and Buildings, 66: 553-561.
Hongbin Liu, OnYu Kang, MinJeong Kim, TaeSeok Oh, SeungChul Lee, Jeong Tai Kim, ChangKyoo Yoo* (2013). Sustainable monitoring of indoor air pollutants in an underground subway environment using self-validating soft sensors. Indoor and Built Environment, 22(1): 94-109.
Hongbin Liu, Mingzhi Huang, ChangKyoo Yoo* (2013). A fuzzy neural network-based soft sensor for modeling nutrient removal mechanism in a full-scale wastewater treatment system. Desalination and Water Treatment, 51(31-33): 6184-6193.
Hongbin Liu, Mingzhi Huang, JeongTai Kim, ChangKyoo Yoo* (2013). Adaptive neuro-fuzzy inference system based faulty sensor monitoring of indoor air quality in a subway station. Korean Journal of Chemical Engineering, 30(3): 528-539.
TaeSuk Oh, Hongbin Liu, MingJung Kim, SeungChul Lee, Min-Kyeong Yeo, ChangKyoo Yoo *(2012). External analysis-based fuzzy PLS model for prediction and monitoring in MBR. Desalination and Water Treatment, 43(1-3): 185-192.
Mingzhi Huang, Jinquan Wan*, Yan Wang, Yongwen Ma, Huiping Zhang, Hongbin Liu, Zhanzhan Hu, ChangKyoo Yoo** (2012). Modeling of a paper-making wastewater treatment process using a fuzzy neural network. Korean Journal of Chemical Engineering, 29(5): 636-643.
Hongbin Liu, Kwang-Hyeon Chang, ChangKyoo Yoo* (2012). Multi-objective optimization of cascade controller in combined biological nitrogen and phosphorus removal wastewater treatment plant. Desalination and Water Treatment, 43(1-3): 138-148.
Hongbin Liu, MinJeong Kim, OnYu Kang, B. Sankararao, JeongTai Kim, Jo-Chun Kim, Chang Kyoo Yoo* (2012). Sensor validation for monitoring indoor air quality in a subway station. Indoor and Built Environment, 21(1): 205-221.
A. Ataei, K. S. Lee, J. J. Lim, M. J. Kim, H. B. Liu, O. Y. Kang, T. S. Oh, C. K. Yoo* (2011). A review on environmental process engineering. International Journal of Environmental Research, 5(4): 875-890.
Mingzhi Huang, Jinquan Wan, Yongwen Ma, Huiping Zhang, Yan Wang, Chaohai Wei, Hongbin Liu, ChangKyoo Yoo (2011). A GA-based neural fuzzy system for modeling a paper mill wastewater treatment process. Industrial & Engineering Chemistry Research, 50(23): 13500-13507.
Hongbin Liu, ChangKyoo Yoo* (2011). Performance assessment of cascade controllers for nitrate control in a wastewater treatment process. Korean Journal of Chemical Engineering, 28(3): 667-673.
ChangKyoo Yoo*, Abtin Ataei, YongSu Kim, MinJung Kim, Hongbin Liu, JungJin Lim (2010). Environmental systems engineering: A state of the art review. Scientific Research and Essays, 5(17): 2341-2357.
国内期刊论文
刘鸿斌, 张昊, 张凤山 (2020). 基于动态核PCA的复杂废水处理过程在线故障检测. 江苏大学学报（自然科学版）.录用
刘鸿斌，宋留（2020）.变量选择在废水处理过程软测量建模中的应用. 山东大学学报(工学版). 录用
刘鸿斌，宋留（2020）.废水处理过程的典型相关分析建模方法研究. 山东大学学报(工学版), 50(1): 101-108.
杨冲，刘鸿斌*（2020）.废水处理过程的潜变量建模方法. 江苏大学学报(自然科学版). 录用
辛辰, 刘鸿斌* (2020). 预测造纸废水出水指标的随机森林建模方法. 中国造纸, 38(8): 57-62.
张昊, 杨冲, 刘鸿斌*, 黄明智 (2019). 动态模糊PLS法实现废水处理出水指标预测. 化工自动化及仪表, 46(6): 485-489.
刘鸿斌, 宋留 (2019). 相关向量机对废水处理系统出水水质的预测. 中国造纸学报, 34(2): 53-59.
刘鸿斌, 陈琴, 张昊, 杨冲 (2019). 废水处理系统的动态过程监测研究. 中国造纸, 38(2): 46-53.
杨冲, 宋留, 刘鸿斌* (2019). 基于独立元分析的制浆造纸造纸废水处理过程故障检测. 中国造纸学报, 34(1): 66-72.
刘鸿斌, 李祥宇, 杨冲 (2018). 基于PCA降维模型的造纸废水处理过程软测量建模. 中国造纸学报, 33(4): 50-57.
李祥宇, 杨冲, 宋留, 赵小燕, 刘鸿斌* (2018). 基于支持向量机的造纸废水处理过程故障诊断. 中国造纸学报, 33(3): 55-60.
宋留, 杨冲, 张辉, 刘鸿斌* (2018). 造纸废水处理过程的高斯过程回归软测量建模. 中国环境科学, 38(7): 2564-2571.
王龄松, 马璞璠, 叶凤英, 熊智新, 赵小燕, 刘鸿斌* (2017). 造纸废水处理过程微小故障检测方法研究. 中国造纸, 36(8): 20-25.
汪瑶, 徐亮, 殷文志, 胡慕伊, 黄明智, 刘鸿斌* (2017). 基于ANN和LSSVR的造纸废水处理过程软测量建模. 中国造纸学报, 32(1): 50-54.
刘耀瑶, 李祥宇, 张光锐, 杜文强, 蔡贝贝, 王海燕, 刘鸿斌* (2017). 基于多元统计分析的造纸废水处理过程传感器故障检测. 中华纸业, 38(8): 41-48.
杨浩, 莫卫林, 熊智新, 黄明智, 刘鸿斌* (2016). 基于RPLS的造纸废水处理过程软测量建模. 中国造纸, 35(10): 31-35.
沈文浩, 陈小泉, 刘鸿斌, 武书彬 (2010). 木素模型物愈疮木酚结构和热解机理的量子化学研究. 造纸科学与技术, 29(3): 73-78.
刘鸿斌, 沈文浩, 武书彬 (2009). 分子模拟在木素研究中的应用. 计算机与应用化学, 26(10): 1233-1237.
刘鸿斌, 沈文浩, 刘金星 (2009). 模型预测控制在气垫式流浆箱中的仿真研究. 计算机仿真, 26(6): 326-330.
刘鸿斌, 沈文浩, 李东勋 (2009). 定量水分的无穷时域预测控制仿真研究. 微计算机信息, 25(5-2): 240-241.
刘金星, 刘焕彬, 沈文浩, 刘鸿斌 (2008). 过程模型参数辨识仿真器的开发及应用. 中国造纸, 27(9): 42-46.