每年的科研成果
每年的科研成果
个人简介
个人简介
董守龙，男，新西兰奥克兰大学博士，北京理工大学化学与化工学院讲师，致力于提升过程工业自动化和智能化水平，开展了工业测控系统设计/开发、过程系统建模/仿真/优化、智能化碳捕集技术等方面的研究工作。近年来先后主持/参与纵向课题 2 项，企业横向合作项目 8 项，国际科技合作项目 1 项。迄今在国内外学术刊物及会议上发表学术论文 30 余篇，其中 SCI/EI 收录 20 余篇。
研究领域和方向
主要研究领域包括在线检测与过程控制、过程系统建模与仿真、碳捕集与利用技术、智能仪表及嵌入式系统开发等。
教育背景
2016.02-2019.09 新西兰奥克兰大学，化学与材料工程，工学博士
2000.09-2003.03 北京理工大学，控制理论与控制工程，工学硕士
1996.09-2000.07 北京理工大学，工业自动化，工学学士
2000.09-2003.03 北京理工大学，控制理论与控制工程，工学硕士
1996.09-2000.07 北京理工大学，工业自动化，工学学士
工作履历
2005.07-至今 北京理工大学 化学与化工学院，讲师
2003.04-2005.06 北京理工大学 化工与环境学院，助教
2003.04-2005.06 北京理工大学 化工与环境学院，助教
研究成果
探索了近红外光谱分析技术在含能材料领域的应用，包括单/双/三基发射药、推进剂、工业炸药等，并进行了相关化学计量学算法研究，实现了快速准确的多组分定量分析，有效提高产品质量和生产效率；
针对航天领域复合材料/热障涂层的耐热测试需求，开发了热动力学仿真测试系统，可以按照设定温度曲线实现最高1200℃的耐热测试；开发了基于两轴滑轨的热烧蚀测试装置，用于检验防热涂层的高温层间匹配性；
在复杂工业系统建模仿真、大数据处理和数据可视化、机器视觉及智能化应用等方面进行了一系列探索，并积累了丰富的经验，能够针对具体应用场景提供个性化解决方案。
发表的主要学术论文 1. Shoulong Dong, Hong Quan, Dongfang Zhao, Hansheng Li, Junming Geng, Helei Liu*. Generic AI models for mass transfer coefficient prediction in amine-based CO2 absorber, Part I: BPNN model. Chemical Engineering Science. 2022, 264: 118165.
2. Dongfang Zhao, Shoulong Dong*, Liju Bai, Dongyang Li*, Helei Liu*. Experimental method and mathematical method for VLE plots in 3DMA1P-CO2-H2O system. Separation and Purification Technology, 2022, 307(4):122800.
3. Hong Quan, Shoulong Dong, Dongfang Zhao, Hansheng Li, Junming Geng, Helei Liu*. Generic AI models for mass transfer coefficient prediction in amine-based CO2 absorber, Part II: RBFNN and RF model. AIChE Journal, 2022, e17904.
4. Helei Liu*, Xiaotong Jiang, Raphael Idem*, Shoulong Dong*, Paitoon Tontiwachwuthikul. AI models for correlation of physical properties in system of 1DMA2P‐CO2‐H2O. AIChE Journal, 2022, e17761.
5. Helei Liu*, Xiaotong Jiang, Raphael Idem*, Shoulong Dong, Paitoon Tontiwachwuthikul. Comprehensive reaction kinetics model of CO2 absorption into 1-dimethylamino-2-propanol solution. AIChE Journal, 2022, e17816.
6. Helei Liu, Veronica K.H. Chan, Puttipong Tantikhajorngosol, Tianci Li, Shoulong Dong*, Christine Chan*, Paitoon Tontiwachwuthikul*. Novel Machine Learning Model Correlating CO2 Equilibrium Solubility in Three Tertiary Amines. Industrial & Engineering Chemistry Research, 2022, 61(37): 14020-14032.
7. Feng Zhao#, Kaixiang Cui#, Shoulong Dong, Xiyan Xu*, Helei Liu*. An overview on the corrosion mechanisms and inhibition techniques for amine-based post-combustion carbon capture process. Separation and Purification Technology, 2022, 304: 122091.
8. Yan Zhang, Huaiping Jin, Haipeng Liu, Biao Yang, Shoulong Dong. Deep Semi-Supervised Just-in-Time Learning Based Soft Sensor for Mooney Viscosity Estimation in Industrial Rubber Mixing Process. Polymers, 2022, 14(5): 1018.
9. Zheng Li, Huaiping Jin*, Shoulong Dong, Bin Qian, Biao Yang, Xiangguang Chen. Semi-supervised ensemble support vector regression based soft sensor for key quality variable estimation of nonlinear industrial processes with limited labeled data. Chemical Engineering Research and Design, 2022, 179: 510-526.
10. Bing Li*, Shoulong Dong, Yuefei Huang, Ping Li, Wei Yu, Guangqian Wang, Brent Young. Toward a decision support framework for sustainable phosphorus management: A case study of China. Journal of Cleaner Production, 2021, 279: 123441.
11. Youwei Li, Huaiping Jin*, Shoulong Dong, Biao Yang, Xiangguang Chen. Pseudo-labeling optimization based ensemble semi-supervised soft sensor in the process industry. Sensors, 2021, 21, 8471.
12. Bing Li*, Tailai Yin, Isuru A.Udugama, Shoulong Dong*, Wei Yu, Yuefei Huang, Brent Young. Food waste and the embedded phosphorus footprint in China. Journal of Cleaner Production, 2020, 252: 119909.
13. Shoulong Dong, Boaz Habib, Bing Li, Wei Yu*, Brent Young. Organic Rankine cycle systems design using a case-based reasoning approach. Industrial & Engineering Chemistry Research, 2019, 58(29): 13198-13209.
14. Bing Li*, Shoulong Dong, Yuefei Huang*, Guangqian Wang. Development of a Heterogeneity Analysis Framework for Collaborative Sponge City Management. Water, 2019, 11(10), 1995.
15. Shoulong Dong*, Boaz Habib, Howard Zheng, Haiam Abbas, Lei Chen, Holger Heinzel, Matthew Li, Wei Yu, Brent Young. The Development of an Online Design Tool for Organic Rankine Cycle. Computer Aided Chemical Engineering, 2017, 40, 2299-2304.
16. Shoulong Dong*, Boaz Habib, Howard Zheng, Haiam Abbas, Lei Chen, Holger Heinzel, Matthew Li, Wei Yu, Brent Young. Software integration in the development of expert design tool for organic Rankine cycle design. In Proceedings to 38th New Zealand Geothermal Workshop, Auckland, New Zealand, Nov. 23-25, 2016.
17. Shoulong Dong*, Xiangguang Chen, Wangyang Yu, Yanhua Yin. Indoor Passive Millimeter-Wave Imaging for Concealed Object Detection. Advanced Materials Research, 2013, 760–762, 1581–1584.
18. Wangyang Yu, Xiangguang Chen, Shoulong Dong, Wenjing Shao. Study on Image Enhancement Algorithm Applied to Passive Millimeter-wave Imaging Based on Wavelet Transformation. In Proceedings to 2011 International Conference on Electrical and Control Engineering, Yichang, China, Sept. 16-18, 2011, 856-859.
19. 余汪洋, 陈祥光, 董守龙, 吴磊. 基于小波变换的图像融合算法研究. 北京理工大学学报, 2014, 34(12), 1262-1266.
承担项目
1 静电悬浮控制技术，横向课题（202121041013A），北京普达迪泰科技有限公司，2021.06-2022.06，22万元，主持
2 洁净燃烧可燃药筒用水性聚氨酯合成改性与应用技术研究，横向课题（202121041026A），西安北方惠安化学工业有限公司，2021.06-2022.12，20万元，主持
3 自动化钻机动态防碰控制功能组件，横向项目（316004201005），中石油宝鸡石油机械设备有限公司，2019.12-2020.12，38万元，参与
4 液体推进剂安全检测技术与处置方法研究，“十三五”火炸药专项项目（3100021221901），航天六院101所，2019.01-2020.12，70万元，参与
5 碘的驱除及捕集设备研制，科工局“十三五”重大专项课题（3100041910002），原子能科学院，2019.12-2021.12，675万元，参与
6 石英灯气动加热模拟测试系统，横向项目，航天四院7416厂，2019.06-2020.12，48万元，主持
7 防热涂层测试用氧乙炔烧蚀装置，横向项目，航天四院7416厂，2019.06-2020.12，32万元，主持
8 有机郎肯循环系统智能设计与优化研究，国际合作项目（35100001），新西兰政府基金项目，2016.02-2019.09，50万元，主持
9 违禁物品被动毫米波成像检测技术，横向项目（3100040910025），中国兵器科学研究院，2009.10-2011.12，100万元，参与
10 建立**固体推进剂近红外快速检测模型，横向项目（1050040710018），2007.07-2008.10，6万元，主持
针对航天领域复合材料/热障涂层的耐热测试需求，开发了热动力学仿真测试系统，可以按照设定温度曲线实现最高1200℃的耐热测试；开发了基于两轴滑轨的热烧蚀测试装置，用于检验防热涂层的高温层间匹配性；
在复杂工业系统建模仿真、大数据处理和数据可视化、机器视觉及智能化应用等方面进行了一系列探索，并积累了丰富的经验，能够针对具体应用场景提供个性化解决方案。
发表的主要学术论文 1. Shoulong Dong, Hong Quan, Dongfang Zhao, Hansheng Li, Junming Geng, Helei Liu*. Generic AI models for mass transfer coefficient prediction in amine-based CO2 absorber, Part I: BPNN model. Chemical Engineering Science. 2022, 264: 118165.
2. Dongfang Zhao, Shoulong Dong*, Liju Bai, Dongyang Li*, Helei Liu*. Experimental method and mathematical method for VLE plots in 3DMA1P-CO2-H2O system. Separation and Purification Technology, 2022, 307(4):122800.
3. Hong Quan, Shoulong Dong, Dongfang Zhao, Hansheng Li, Junming Geng, Helei Liu*. Generic AI models for mass transfer coefficient prediction in amine-based CO2 absorber, Part II: RBFNN and RF model. AIChE Journal, 2022, e17904.
4. Helei Liu*, Xiaotong Jiang, Raphael Idem*, Shoulong Dong*, Paitoon Tontiwachwuthikul. AI models for correlation of physical properties in system of 1DMA2P‐CO2‐H2O. AIChE Journal, 2022, e17761.
5. Helei Liu*, Xiaotong Jiang, Raphael Idem*, Shoulong Dong, Paitoon Tontiwachwuthikul. Comprehensive reaction kinetics model of CO2 absorption into 1-dimethylamino-2-propanol solution. AIChE Journal, 2022, e17816.
6. Helei Liu, Veronica K.H. Chan, Puttipong Tantikhajorngosol, Tianci Li, Shoulong Dong*, Christine Chan*, Paitoon Tontiwachwuthikul*. Novel Machine Learning Model Correlating CO2 Equilibrium Solubility in Three Tertiary Amines. Industrial & Engineering Chemistry Research, 2022, 61(37): 14020-14032.
7. Feng Zhao#, Kaixiang Cui#, Shoulong Dong, Xiyan Xu*, Helei Liu*. An overview on the corrosion mechanisms and inhibition techniques for amine-based post-combustion carbon capture process. Separation and Purification Technology, 2022, 304: 122091.
8. Yan Zhang, Huaiping Jin, Haipeng Liu, Biao Yang, Shoulong Dong. Deep Semi-Supervised Just-in-Time Learning Based Soft Sensor for Mooney Viscosity Estimation in Industrial Rubber Mixing Process. Polymers, 2022, 14(5): 1018.
9. Zheng Li, Huaiping Jin*, Shoulong Dong, Bin Qian, Biao Yang, Xiangguang Chen. Semi-supervised ensemble support vector regression based soft sensor for key quality variable estimation of nonlinear industrial processes with limited labeled data. Chemical Engineering Research and Design, 2022, 179: 510-526.
10. Bing Li*, Shoulong Dong, Yuefei Huang, Ping Li, Wei Yu, Guangqian Wang, Brent Young. Toward a decision support framework for sustainable phosphorus management: A case study of China. Journal of Cleaner Production, 2021, 279: 123441.
11. Youwei Li, Huaiping Jin*, Shoulong Dong, Biao Yang, Xiangguang Chen. Pseudo-labeling optimization based ensemble semi-supervised soft sensor in the process industry. Sensors, 2021, 21, 8471.
12. Bing Li*, Tailai Yin, Isuru A.Udugama, Shoulong Dong*, Wei Yu, Yuefei Huang, Brent Young. Food waste and the embedded phosphorus footprint in China. Journal of Cleaner Production, 2020, 252: 119909.
13. Shoulong Dong, Boaz Habib, Bing Li, Wei Yu*, Brent Young. Organic Rankine cycle systems design using a case-based reasoning approach. Industrial & Engineering Chemistry Research, 2019, 58(29): 13198-13209.
14. Bing Li*, Shoulong Dong, Yuefei Huang*, Guangqian Wang. Development of a Heterogeneity Analysis Framework for Collaborative Sponge City Management. Water, 2019, 11(10), 1995.
15. Shoulong Dong*, Boaz Habib, Howard Zheng, Haiam Abbas, Lei Chen, Holger Heinzel, Matthew Li, Wei Yu, Brent Young. The Development of an Online Design Tool for Organic Rankine Cycle. Computer Aided Chemical Engineering, 2017, 40, 2299-2304.
16. Shoulong Dong*, Boaz Habib, Howard Zheng, Haiam Abbas, Lei Chen, Holger Heinzel, Matthew Li, Wei Yu, Brent Young. Software integration in the development of expert design tool for organic Rankine cycle design. In Proceedings to 38th New Zealand Geothermal Workshop, Auckland, New Zealand, Nov. 23-25, 2016.
17. Shoulong Dong*, Xiangguang Chen, Wangyang Yu, Yanhua Yin. Indoor Passive Millimeter-Wave Imaging for Concealed Object Detection. Advanced Materials Research, 2013, 760–762, 1581–1584.
18. Wangyang Yu, Xiangguang Chen, Shoulong Dong, Wenjing Shao. Study on Image Enhancement Algorithm Applied to Passive Millimeter-wave Imaging Based on Wavelet Transformation. In Proceedings to 2011 International Conference on Electrical and Control Engineering, Yichang, China, Sept. 16-18, 2011, 856-859.
19. 余汪洋, 陈祥光, 董守龙, 吴磊. 基于小波变换的图像融合算法研究. 北京理工大学学报, 2014, 34(12), 1262-1266.
承担项目
1 静电悬浮控制技术，横向课题（202121041013A），北京普达迪泰科技有限公司，2021.06-2022.06，22万元，主持
2 洁净燃烧可燃药筒用水性聚氨酯合成改性与应用技术研究，横向课题（202121041026A），西安北方惠安化学工业有限公司，2021.06-2022.12，20万元，主持
3 自动化钻机动态防碰控制功能组件，横向项目（316004201005），中石油宝鸡石油机械设备有限公司，2019.12-2020.12，38万元，参与
4 液体推进剂安全检测技术与处置方法研究，“十三五”火炸药专项项目（3100021221901），航天六院101所，2019.01-2020.12，70万元，参与
5 碘的驱除及捕集设备研制，科工局“十三五”重大专项课题（3100041910002），原子能科学院，2019.12-2021.12，675万元，参与
6 石英灯气动加热模拟测试系统，横向项目，航天四院7416厂，2019.06-2020.12，48万元，主持
7 防热涂层测试用氧乙炔烧蚀装置，横向项目，航天四院7416厂，2019.06-2020.12，32万元，主持
8 有机郎肯循环系统智能设计与优化研究，国际合作项目（35100001），新西兰政府基金项目，2016.02-2019.09，50万元，主持
9 违禁物品被动毫米波成像检测技术，横向项目（3100040910025），中国兵器科学研究院，2009.10-2011.12，100万元，参与
10 建立**固体推进剂近红外快速检测模型，横向项目（1050040710018），2007.07-2008.10，6万元，主持
与联合国可持续发展目标相关的专业知识
2015 年，联合国成员国同意 17 项可持续发展目标 (SDG)，以消除贫困、保护地球并确保全人类的繁荣。此人的工作有助于实现下列可持续发展目标：
指纹图谱
深入其中 Shoulong Dong 为活跃的研究主题。这些主题标签来自此人的成果。它们共同形成唯一的指纹。
最近五年的合作关系和顶尖研究领域
最近的国家/地区级外部合作关系。点击圆点，以了解详细信息或
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Feature analysis of generic AI models for CO2 equilibrium solubility into amines systems
Lan, T., Dong, S., Luo, H., Bai, L. & Liu, H., 5月 2024, 在: AIChE Journal. 70, 5, e18363.科研成果: 期刊稿件 › 文章 › 同行评审
3 引用 （Scopus） -
Soft Sensor Development Based on Unsupervised Dynamic Weighted Domain Adaptation for Quality Prediction of Batch Processes
Jin, H., Xiong, Q., Wang, B., Qian, B., Yang, B. & Dong, S., 2024, 在: IEEE Transactions on Instrumentation and Measurement. 73, 2525219.科研成果: 期刊稿件 › 文章 › 同行评审
2 引用 （Scopus） -
An overview on the corrosion mechanisms and inhibition techniques for amine-based post-combustion carbon capture process
Zhao, F., Cui, C., Dong, S., Xu, X. & Liu, H., 1 1月 2023, 在: Separation and Purification Technology. 304, 122091.科研成果: 期刊稿件 › 文章 › 同行评审
30 引用 （Scopus） -
Comprehensive technical analysis of CO2 absorption into a promising blended amine of DEEA-HMDA
Bai, L., Zhao, D., Zhong, X., Dong, S. & Liu, H., 5 10月 2023, 在: Chemical Engineering Science. 280, 119025.科研成果: 期刊稿件 › 文章 › 同行评审
18 引用 （Scopus） -
Experimental method and mathematical method for VLE plots in 3DMA1P-CO2-H2O system
Zhao, D., Dong, S., Bai, L., Li, D. & Liu, H., 15 2月 2023, 在: Separation and Purification Technology. 307, 122800.科研成果: 期刊稿件 › 文章 › 同行评审
5 引用 （Scopus）