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教师介绍
刘鸿斌  (制浆造纸工程系)

基本信息

职务:党支部书记

职称:副教授

电话:025-85427620

地址:9E508

邮箱:hbinjm@qq.com

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

主要研究方向:

课题组名称:Environmental Process Systems Engineering Lab

研究方向:环境、化工、制浆造纸等过程的建模、优化、控制及过程监测和故障诊断



研究课题情况:

主持:

  1. 南京林业大学标志性成果培育建设项目(2020.7-2023.6)
  2. 山东省博士后创新项目(2020.7-2022.6)
  3. 南京林业大学轻工与食品学院青年教师科研基金(2018.7-2020.7)
  4. 南京林业大学青年拔尖人才项目(2018.1-2020.12)
  5. 制浆造纸国家重点实验室开放基金项目(2018.1-2019.12)
  6. 制浆造纸国家重点实验室开放基金项目(2016.1-2017.12)
  7. 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(2016.1-2017.12)
  8. 南京林业大学高层次人才科研启动基金资助项目(2015.7-2017.7)


代表性成果:

发表期刊论文60多篇、申请(授权)专利6件、参编教材1部。

SCI期刊论文

  1. Hongbin Liu, Chong Yang, Mingzhi Huang, ChangKyoo Yoo (2020). Soft Sensor Modeling of Industrial Process Data Using Kernel Latent Variables. Applied Soft Computing, 90: 106149.
  2. Hongbin Liu, Yuchen Zhang, Hao Zhang (2020). Prediction of effluent quality in papermaking wastewater treatment processes using dynamic kernel-based extreme learning machine. Process Biochemistry, 97: 72-79.
  3. 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.
  4. Hongbin Liu, Hao Zhang, Yuchen Zhang, Fengshan Zhang, Mingzhi Huang (2020). Modeling of wastewater treatment processes using dynamic Bayesian networks based on fuzzy PLS. IEEE Access, 8: 92129-92140.
  5. Chen Xin, Xueqing Shi, Dongsheng Wang, Chong Yang, Qian Li, Hongbin Liu*(2020). Multi-grained cascade forest for effluent quality prediction of papermaking wastewater treatment processes. Water science and technology, 81(5): 1090-1098.
  6. Dongsheng Wang, Fuchun Jiang, Hongbin Liu, Hao Xiang (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, 184: 395-407.
  7. Chao Zhang, Xiaohui Yi, Chen Chen, Di Tian, Hongbin Liu, Lingtian Xie, Xiuping Zhu, Mingzhi Huang*, Guang-Guo Ying* (2020). Contamination of neonicotinoid insecticides in soil-water-sediment systems of the urban and rural areas in a rapidly developing region: Guangzhou, South China. Environment International, 139: 105719.
  8. 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: 2468189.
  9. 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.
  10. 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.
  11. 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.
  12. 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.
  13. 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.
  14. 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.
  15. 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.
  16. 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. 
  17. 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.
  18. 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.
  19. 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.
  20. 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. 
  21. 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.
  22. 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.
  23. 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.
  24. 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.
  25. 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. 
  26. 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.
  27. 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.
  28. 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.
  29. 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.
  30. 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.
  31. 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.
  32. 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.
  33. 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.
  34. 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.
  35. 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. 
  36. 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. 
  37. 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.
  38. 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

  1. 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
  2. 刘鸿斌,杨冲(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
  3. 刘鸿斌, 吴启悦, 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), 50(3): 133-142.
  4. 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.
  5. 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.
  6. 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. 
  7. 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.
  8. 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.
  9. 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.
  10. 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.
  11. 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.
  12. 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.
  13. 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.
  14. 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.
  15. 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.
  16. 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.
  17. 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.
  18. 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.
  19. 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.
  20. 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.
  21. 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.

专利

  1. 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
  2. 另外有5件发明专利已经提交申请

专著

  1. 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


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