個(gè)人簡介
董守龍，男，新西蘭奧克蘭大學(xué)博士，北京理工大學(xué)化學(xué)與化工學(xué)院講師，致力于提升過程工業(yè)自動化和智能化水平，開展了工業(yè)測控系統(tǒng)設(shè)計(jì)/開發(fā)、過程系統(tǒng)建模/仿真/優(yōu)化、智能化碳捕集技術(shù)等方面的研究工作。近年來先后主持/參與縱向課題 2 項(xiàng)，企業(yè)橫向合作項(xiàng)目 8 項(xiàng)，國際科技合作項(xiàng)目 1 項(xiàng)。迄今在國內(nèi)外學(xué)術(shù)刊物及會議上發(fā)表學(xué)術(shù)論文 30 余篇，其中 SCI/EI 收錄 20 余篇。
研究領(lǐng)域和方向
主要研究領(lǐng)域包括在線檢測與過程控制、過程系統(tǒng)建模與仿真、碳捕集與利用技術(shù)、智能儀表及嵌入式系統(tǒng)開發(fā)等。
教育背景
2016.02-2019.09 新西蘭奧克蘭大學(xué)，化學(xué)與材料工程，工學(xué)博士
2000.09-2003.03 北京理工大學(xué)，控制理論與控制工程，工學(xué)碩士
1996.09-2000.07 北京理工大學(xué)，工業(yè)自動化，工學(xué)學(xué)士
工作履歷
2005.07-至今 北京理工大學(xué) 化學(xué)與化工學(xué)院，講師
2003.04-2005.06 北京理工大學(xué) 化工與環(huán)境學(xué)院，助教
研究成果
探索了近紅外光譜分析技術(shù)在含能材料領(lǐng)域的應(yīng)用，包括單/雙/三基發(fā)射藥、推進(jìn)劑、工業(yè)炸藥等，并進(jìn)行了相關(guān)化學(xué)計(jì)量學(xué)算法研究，實(shí)現(xiàn)了快速準(zhǔn)確的多組分定量分析，有效提高產(chǎn)品質(zhì)量和生產(chǎn)效率；
針對航天領(lǐng)域復(fù)合材料/熱障涂層的耐熱測試需求，開發(fā)了熱動力學(xué)仿真測試系統(tǒng)，可以按照設(shè)定溫度曲線實(shí)現(xiàn)最高1200℃的耐熱測試；開發(fā)了基于兩軸滑軌的熱燒蝕測試裝置，用于檢驗(yàn)防熱涂層的高溫層間匹配性；
在復(fù)雜工業(yè)系統(tǒng)建模仿真、大數(shù)據(jù)處理和數(shù)據(jù)可視化、機(jī)器視覺及智能化應(yīng)用等方面進(jìn)行了一系列探索，并積累了豐富的經(jīng)驗(yàn)，能夠針對具體應(yīng)用場景提供個(gè)性化解決方案。
發(fā)表的主要學(xué)術(shù)論文
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, 陳祥光, 董守龍, 吳磊. 基于小波變換的圖像融合算法研究. 北京理工大學(xué)學(xué)報(bào), 2014, 34(12), 1262-1266.
承擔(dān)項(xiàng)目
1 靜電懸浮控制技術(shù)，橫向課題（202121041013A），北京普達(dá)迪泰科技有限公司，2021.06-2022.06，22萬元，主持
2 潔凈燃燒可燃藥筒用水性聚氨酯合成改性與應(yīng)用技術(shù)研究，橫向課題（202121041026A），西安北方惠安化學(xué)工業(yè)有限公司，2021.06-2022.12，20萬元，主持
3 自動化鉆機(jī)動態(tài)防碰控制功能組件，橫向項(xiàng)目（316004201005），中石油寶雞石油機(jī)械設(shè)備有限公司，2019.12-2020.12，38萬元，參與
4 液體推進(jìn)劑安全檢測技術(shù)與處置方法研究，“十三五”火炸藥專項(xiàng)項(xiàng)目（3100021221901），航天六院101所，2019.01-2020.12，70萬元，參與
5 碘的驅(qū)除及捕集設(shè)備研制，科工局“十三五”重大專項(xiàng)課題（3100041910002），原子能科學(xué)院，2019.12-2021.12，675萬元，參與
6 石英燈氣動加熱模擬測試系統(tǒng)，橫向項(xiàng)目，航天四院7416廠，2019.06-2020.12，48萬元，主持
7 防熱涂層測試用氧乙炔燒蝕裝置，橫向項(xiàng)目，航天四院7416廠，2019.06-2020.12，32萬元，主持
8 有機(jī)郎肯循環(huán)系統(tǒng)智能設(shè)計(jì)與優(yōu)化研究，國際合作項(xiàng)目（35100001），新西蘭政府基金項(xiàng)目，2016.02-2019.09，50萬元，主持
9 違禁物品被動毫米波成像檢測技術(shù)，橫向項(xiàng)目（3100040910025），中國兵器科學(xué)研究院，2009.10-2011.12，100萬元，參與
10 建立**固體推進(jìn)劑近紅外快速檢測模型，橫向項(xiàng)目（1050040710018），2007.07-2008.10，6萬元，主持