发表论文
迄今，本人已发表同行评审过的期刊和会议论文120多篇，其中在SCI国际期刊发表论文80多篇(实际一作论文#，通讯作者论文*)。所发表的论文得到国内外学术同行的高度评价和关注，并被多次引用(https://scholar.google.com/citations?hl=en&user=N_OY4woAAAAJ)
一作或实际一作论文
1. Liu*, S.Q., Liu, L., Kozan, E., Corry, P., Masoud, M., Chung, S., & Li, X. (2025). Machine learning for open-pit mining: A systematic review. International Journal of Mining, Reclamation and Environment, 39(1), 1-39. https://doi.org/10.1080/17480930.2024.2362579 (Springer; SCI-Q2; IF: 2.4; 7 citations)
2. Liu*, S.Q., Kozan, E., Masoud, M., Li, D., & Luo, K. (2025). Multi-stage mine production timetabling with optimising the sizes of mining operations: an application of parallel-machine flow shop scheduling with lot streaming. Annals of Operations Research, 348, 973–999. https://doi.org/10.1007/s10479-022-05134-z (Springer, SCI-Q1; ABS3; IF: 4.820; 5 citations)
3. Liu*, S.Q., & Pan, W. (2025). 基于增强式集成学习模型的铁矿石价格预测研究 (An enhanced ensemble learning model for iron ore price prediction). Journal of Chongqing Normal University Natural Science (重庆师范大学学报自科版), 42(3), 1-15. （特邀约稿）
4. Liu*, S.Q., Pan, W., Ding, P., (2024). Iron ore futures trading strategy based on EEMS and DRL (基于EEMD-DRL的铁矿石期货交易策略研究). Journal of WUT (Information Manag. Eng. 武汉理工大学学报（信息与管理工程版） 46, 611-618.
5. Liu*, S.Q., Kozan, E., Corry, P., Masoud, M., & Luo, K. (2023). A real-world mine excavators timetabling methodology in open-pit mining. Optimization and Engineering, 24, 1493-1535. https://doi.org/10.1007/s11081-022-09741-4 (Springer; SCI-Q2; IF: 2.760; 10 citations)
6. Liu*, S.Q., Bian, Z., Yin, Y., & Chen, Y. (2023). Literature review, classification and agendas on Japanese cell (Seru) production systems 日本式单元化生产系统(赛汝)的文献综述,分类和展望. Journal of Chongqing Normal University Natural Science (重庆师范大学学报自科版), 40(1), 1-14 (An invited review paper).
7. Liu*, S.Q., Zeng, L., & Li, X. (2023). A resilient coal supply chain network design model considering carbon emissions (考虑碳排放的弹性煤炭供应链网络设计模型). Journal of Chongqing Normal University Natural Science (重庆师范大学学报自科版), 40(1), 34-43.
8. Liu*, S.Q., Lin, Z., Li, D., Li, X., Kozan, E., & Masoud, M. (2022). Recent research agendas in mining equipment management: A review. Mining, 2, 769–790. https://doi.org/10.3390/mining2040043. (MDPI; an invited review paper with zero APC; 13 citations)
9. Liu*, S.Q., Lin, Z., Li, D., Kozan, E., & Masoud, M. (2022). Mining Equipment Management. Scholarly Community Encyclopedia, In press. https://encyclopedia.pub/entry/39062
10. Liu*, S.Q., Wang, Y., & Feng, L. (2022). Literature classification and review of supply chain finance from perspective of financing services (供应链金融的文献分类与综述-基于融资服务视角). Journal of Beijing University of Posts and Telecommunications Social Sciences Edition (北京邮电大学学报 社会科学版), 24(1), 59–74. https://journalsk.bupt.edu.cn/CN/abstract/abstract10299.shtml (A Chinse Journal)
11. Liu*, S.Q., Huang, X., Li, X., Masoud, M., Chung, S.-H., & Yin, Y. (2021). How is China’s energy security affected by exogenous shocks? Evidence of China-US trade dispute and COVID-19 pandemic. Discover Energy, 1, 2. https://doi.org/10.1007/s43937-021-00002-6 (Springer; 29K+ Accesses; 33 citations)
12. Liu, S.Q., & Kozan, E. (2019). Integration of mathematical models for ore mining industry. International Journal of Systems Science - Operations & Logistics, 6(1), 55–68. https://doi.org/10.1080/23302674.2017.1344330 (Taylor & Francis; SCI-Q2; IF: 4.2; 29 citations)
13. Liu, S.Q., Kozan, E., Masoud, M., Zhang, Y., & Chan, F. T. S. (2018). Job shop scheduling with a combination of four buffering constraints. International Journal of Production Research, 56(9), 3274–3293. https://doi.org/10.1080/00207543.2017.1401240 (Taylor & Francis; SCI-Q1; ABS3; IF: 9.018; 51 citations)
14. Liu, S.Q., & Kozan, E. (2017). A hybrid metaheuristic algorithm to optimise a real-world robotic cell. Computers & Operations Research, 84, 188–194. https://doi.org/10.1016/j.cor.2016.09.011 (Elsevier; SCI-Q1; ABS3; IF: 5.159; 52 citations)
15. Liu, S.Q., & Kozan, E. (2016). Parallel-identical-machine job-shop scheduling with different stage-dependent buffering requirements. Computers & Operations Research, 74, 31–41. https://doi.org/10.1016/j.cor.2016.04.023 (Elsevier; SCI-Q1; ABS3; IF: 5.159; 53 citations)
16. Liu, S.Q., & Kozan, E. (2016). New graph-based algorithms to efficiently solve large scale open pit mining optimisation problems. Expert Systems with Applications, 43, 59–65. https://doi.org/10.1016/j.eswa.2015.08.044 (Elsevier; SCI-Q1; ABS3; IF: 12.6; 77 citations)
17. Liu, S.Q., & Kozan, E. (2012). A hybrid shifting bottleneck procedure algorithm for the parallel-machine job-shop scheduling problem. Journal of the Operational Research Society, 63, 168–182. https://doi.org/10.1057/jors.2011.4 (Taylor and Francis; SCI-Q2; ABS3; IF: 3.051; 59 citations)
18. Liu, S.Q., & Kozan, E. (2012). An interactive planning and scheduling framework for optimising pits-to-crushers operations. Industrial Engineering and Management Systems, 11(1), 94–102. https://doi.org/10.7232/iems.2012.11.1.094 (Korean Institute of Industrial Engineers; 19 citations)
19. Liu, S.Q., & Kozan, E. (2012). Optimum utilisation of rolling stocks for iron ore mining industries. Advanced Materials Research, 361–363, 1529–1534. https://doi.org/10.4028/www.scientific.net/AMR.361-363.1529 (3 citations)
20. Liu, S.Q., & Kozan, E. (2011). Scheduling trains with priorities: a no-wait blocking parallel-machine job-shop scheduling model. Transportation Science, 45(2), 175–198. https://doi.org/10.1287/trsc.1100.0332 (INFOMS; the foremost journal in Transportation; SCI-Q1; ABS3; IF: 4.898; 132 citations)
21. Liu, S.Q., & Kozan, E. (2011). Optimising a coal rail network under capacity constraints. Flexible Services and Manufacturing Journal, 23, 90–110. https://doi.org/10.1007/s10696-010-9069-9 (Springer; SCI-Q2; IF: 2.603; 39 citations)
22. Liu, S.Q., & Kozan, E. (2009). Scheduling trains as a blocking parallel-machine job shop scheduling problem. Computers & Operations Research, 36, 2840–2852. https://doi.org/10.1016/j.cor.2008.12.012 (Elsevier; SCI-Q1; ABS3; IF: 5.159; 185 citations)
23. Liu, S.Q., & Kozan, E. (2009). Scheduling a flow shop with combined buffer conditions. International Journal of Production Economics, 117, 371–380. https://doi.org/10.1016/j.ijpe.2008.11.007 (Elsevier; SCI-Q1; ABS3; IF: 11.251; 64 citations)
24. Liu, S.Q., Ong, H. L., & Ng, K. M. (2005). Metaheuristics for minimizing the makespan of the dynamic shop scheduling problem. Advances in Engineering Software, 36, 199–205. https://doi.org/10.1016/j.advengsoft.2004.10.002 (Elsevier; SCI-Q1; IF: 4.255; 89 citations)
25. Liu, S.Q., Ong, H. L., & Ng, K. M. (2005). A fast tabu search algorithm for the group shop scheduling problem. Advances in Engineering Software, 36, 533–539. https://doi.org/10.1016/j.advengsoft.2005.02.002 (Elsevier; SCI-Q1; IF: 4.255; 45 citations)
26. Liu, S.Q., & Ong, H. L. (2004). Metaheuristics for the mixed shop scheduling problem. Asia-Pacific Journal of Operational Research, 21(4), 97–115. (World Scientific Publishing in Singapore; SCI-Q4; IF: 1.109; 42 citations)
27. Liu, S., & Ong, H. L. (2002). A comparative study of algorithms for the flowshop scheduling problem. Asia-Pacific Journal of Operational Research, 19, 205–222. (World Scientific Publishing in Singapore; SCI-Q4; IF: 1.109; 34 citations)
28. Liu, S.Q., & Yang, Y. S. (2000). Cycle time and entropy generation of finite-time endoirreversible Carnot engine. Journal of Engineering for Thermal Energy and Power, 15(87), 222–234. (1 citation)
29. Liu, S.Q., & Yang, Y. S. (2000). Triple optimal analytical method used in energy systems considering ecological effects. Journal of Engineering for Thermal Energy and Power, 15(86), 98–99.
30. Kozan, E., & Liu#, S.Q. (2017). An operational-level multi-stage mine production timetabling model for optimally synchronising drilling, blasting and excavating operations. International Journal of Mining, Reclamation and Environment, 31(7), 457–474. https://doi.org/10.1080/17480930.2016.1160818 (Taylor & Francis; SCI-Q2; IF: 3.022; 32 citations)
31. Kozan, E., & Liu#, S.Q. (2016). A new open-pit multi-stage mine production timetabling model for drilling, blasting and excavating operations. Mining Technology, 125(1), 47–53. https://doi.org/10.1179/1743286315Y.0000000031 (Taylor & Francis; SCI-Q3, 57 citations).
32. Kozan, E., & Liu#, S.Q. (2012). A demand-responsive decision support system for coal transportation. Decision Support Systems, 54, 665–680. https://doi.org/10.1016/j.dss.2012.08.012 (Elsevier; SCI-Q1; ABS3; IF: 6.969; 65 citations)
33. Kozan, E., & Liu#, S.Q. (2011). Operations research for mining: a classification and literature review. ASOR Bulletin, 30(1), 2–23. (An OR journal in Australia; 41 citations)
34. Yang, Y. S., & Liu#, S.Q. (2000). Finite-time endoirreversible Carnot engine’s irreversible factor. Journal of Engineering for Thermal Energy and Power, 15(86), 107–109. (An EI-indexed journal; 5 citations)
通讯作者论文(*)
35. Ding, P., Liu*, S. Q., Chen, D., & He, Y. (2025). A novel real-world human-robot collaboration scheduling problem: a combination of assembly line balancing and flow shop scheduling. Transportation Research Part E, 104299. https://doi.org/10.1016/j.tre.2025.104299 (Elsevier, SCI-Q1; ABS3; IF: 10.6)
36. Lin, M., Liu*, S.Q., Luo, K., & Zhu, L. (2025). A prospect-theory evolutionary game model to analyse cooperation of long-term energy contracts. Energy, 330, 136855. https://doi.org/10.1016/j.energy.2025.136855. (Elsevier; SCI-Q1; IF: 9.0; 1 citation)
37. Lin, M., Liu*, S.Q., Luo, K., & Burdett, R. (2025). Dynamic incentives to promote green production of the iron and steel industry in the post-pandemic period. Annals of Operations Research, 347: 679–715. https://doi.org/10.1007/s10479-023-05766-9. (Springer, SCI-Q1; ABS3; IF: 4.820; 7 citations)
38. Ding, P., Liu*, S. Q., Chen, D., & Kozan, E. (2025). Regional Studies in Marine Science A demand-responsive two-echelon assembly inventory management model for a sustainable port terminal with coal mining sites. Regional Studies in Marine Science, 86, 104177. https://doi.org/10.1016/j.rsma.2025.104177. (Elsevier; SCI-Q2; IF: 2.1)
39. Ding, P., Liu*, S.Q., Chen, D., & Kozan, E. (2025). A demand-responsive inventory management model for a coal port terminal. European Journal of Industrial Engineering, doi: 10.1504/EJIE.2026.10073604. (Inderscience; SCI-Q3; ABS2; IF: 1.9)
40. Ding, P., Liu*, S.Q., Chiong, R., Dhakal, P., Chen, D., Li, D., Ma, H.-L., & Chung, S.-H. (2025). A review of digital twins in smart industries: concepts, milestones, trends, applications, opportunities and challenges. Computers in Industry, In press. (Elsevier; SCI-Q1; ABS3; IF: 9.3)
41. Pan, W., Liu*, S.Q., Kumral, M., D’Ariano, A., Masoud, M., Khan, W. A., & Bakather, A. (2024). Iron ore price forecast based on a multi-echelon tandem learning model. Natural Resources Research, 33, 1969-1992. https://doi.org/10.1007/s11053-024-10360-2. (Springer; SCI-Q1; IF: 5.4; 6 citations)
42. Zhang, Q., Liu*, S.Q., D’Ariano, A., Chung, S. H., Masoud, M., & Li, X. (2024). A bi-level programming methodology for decentralized mining supply chain network design. Expert Systems with Applications, 250, 123904. https://doi.org/10.1016/j.eswa.2024.123904 (Elsevier; SCI-Q1; ABS3; IF: 12.6; 7 citations)
43. Wang, Y., Liu*, S.Q., Li, X. (2024). Equilibrium decisions of iron ore supply chain finance under advance payment (预付款机制下的铁矿石供应链金融的均衡决策). Operations Research and Management Science (运筹与管理), 33(11), 104-110.
44. Pan, W., & Liu*, S.Q. (2023). Deep reinforcement learning for the dynamic and uncertain vehicle routing problem. Applied Intelligence, 52, 405-422. https://doi.org/10.1007/s10489-022-03456-w (Springer; SCI-Q2; IF: 5.086; 123 citations)
45. Zeng, L., Liu*, S.Q., Kozan, E., Burdett, R., Masoud, M., Chung, S.H. (2023). Designing a resilient and green coal supply chain network under facility disruption and demand volatility. Computers & Industrial Engineering, 2023, 109476. (Elsevier, SCI-Q1; IF: 7.9; 22 citations).
46. Luan, F., Zhao, H., Liu*, S.Q., He, Y., & Tang, B. (2023). Enhanced NSGA-II for multi-objective energy-saving flexible job shop scheduling. Sustainable Computing: Informatics and Systems, 39, 100901. https://doi.org/10.1016/j.suscom.2023.100901 (Elsevier, SCI-Q1; IF: 4.5; 42 citations)
47. Zhang, Q., Liu*, S.Q., D’Ariano, A. (2023). Bi-objective bi-level optimization for integrating lane-level closure and reversal in redesigning transportation networks. Operational Research, 23, 23. https://doi.org/10.1007/s12351-023-00756-y (Springer; SCI-Q2; IF: 2.841; 14 citations)
48. Zhang, Q., Liu*, S.Q., & Masoud, M. (2022). A traffic congestion analysis by user equilibrium and system optimum with incomplete information. Journal of Combinatorial Optimization, 43, 1391–1404. https://doi.org/10.1007/s10878-020-00663-4 (Springer; SCI-Q3; IF: 1.262; 10 citations)
49. Luan, F., Li, R., Liu*, S.Q., Tang, B., Li, S., & Masoud, M. (2022). An improved sparrow search algorithm for solving the energy-saving flexible job shop scheduling problem. Machines, 10, 847. (MDPI; SCI-Q2; IF: 3.090; 34 citations)
50. Lin, Z., Liu*, S.Q., Li, X. (2022). Research progress of production and transportation equipment management in open pit mines (露天矿生产和运输设备管理研究进展). Mining Research & Development (矿业研究与开发), 42(12), 101-108.
51. Li, X., Liu*, S.Q., Lin, M., & Chen, Y. (2022). New-energy transformation and policy selection of conventional vehicle enterprises (传统车企的新能源转型模式和策略选择). Science Technology and Industry (科技和产业), 22(8), 193-204. (A Chinese Journal)
52. Ji, X., & Liu*, S.Q. (2022). Mathematical formulation and case studies for a rail-sea intermodal coal supply chain problem (铁海联运煤炭供应链的数学建模与案例分析). Logistics Engineering and Management (物流工程与管理), 44(6), 37-42. (A Chinese Journal)
53. Zeng, L., Liu*, S.Q., Kozan, E., Corry, P., & Masoud, M. (2021). A comprehensive interdisciplinary review of mine supply chain management. Resources Policy, 74, 102274. https://doi.org/10.1016/j.resourpol.2021.102274 (Elsevier; SCI-Q1; ABS2; IF: 8.222; 64 citations)
54. Komol, M. M. R., Sagar, M. S. I., Mohammad, N., Pinnow, J., Elhenawy, M., Masoud, M., Glaser, S., & Liu*, S.Q. (2021). Simulation Study on an ICT-Based Maritime Management and Safety Framework for Movable Bridges. Applied Sciences, 11, 7198. https://doi.org/10.3390/app11167198 (MDPI; SCI-Q2; IF: 2.679; 14 citations)
55. Elhenawy, M., Komol, M. R., Masoud, M., Liu*, S.Q., Ashqar, H. I., Almannaa, M. H., Rakha, H. A., & Rakotonirainy, A. (2021). A novel crowdsourcing model for micro-mobility ride-sharing systems. Sensors, 21, 4636. https://doi.org/10.3390/s21144636 (MDPI; SCI-Q2; IF: 3.847; 13 citations)
56. Liu, P., & Liu*, S.Q. (2021). A rolling horizon approach scheme for an extended airline crew pairing problem (基于滚动时域算法框架下的机组配对扩展问题研究). Logistics Engineering and Management (物流工程与管理), 43(8), 126-131. (A Chinese Journal)
57. Li, W., Xi, Y., Wu, F., Masoud, M., & Liu*, S.Q. (2019). Green development performance of water resources and its economic-related determinants. Journal of Cleaner Production, 239, 118048. https://doi.org/10.1016/j.jclepro.2019.118048 (Elsevier; SCI-Q1; IF: 9.297; 24 citations)
58. Luan, F., Cai, Z., Wu, S., Liu*, S.Q., & He, Y. (2019). Optimizing the low-carbon flexible job shop scheduling problem with discrete whale optimization algorithm. Mathematics, 7, 688. https://doi.org/10.3390/math7080688 (MDPI; SCI-Q1; IF: 2.258; 49 citations)
59. Yan, P., Liu*, S.Q., Yang, C.-H., & Masoud, M. (2019). A comparative study on three graph-based constructive algorithms for multi-stage scheduling with blocking. Journal of Industrial and Management Optimization, 15(1), 221–233. https://doi.org/10.3934/jimo.2018040 (Aim Sciences; SCI-Q3; IF:1.801; 5 citations)
60. Yan, P., Liu*, S.Q., Sun, T., & Ma, K. (2018). A dynamic scheduling approach for optimizing the material handling operations in a robotic cell. Computers & Operations Research, 99, 166–177. https://doi.org/10.1016/j.cor.2018.05.009 (Elsevier; SCI-Q1; ABS3; IF: 5.159; 49 citations)
61. Mousavi, A., Kozan, E., & Liu*, S.Q. (2016). Comparative analysis of three metaheuristics for short-term open pit block sequencing. Journal of Heuristics, 22(3), 301–329. https://doi.org/10.1007/s10732-016-9311-z (Springer; SCI-Q2; ABS3; IF: 2.240; 42 citations)
62. Mousavi, A., Kozan, E., & Liu*, S.Q. (2016). Open-pit block sequencing optimization: A mathematical model and solution technique. Engineering Optimization, 48(11), 1932–1950. https://doi.org/10.1080/0305215X.2016.1142080 (Taylor and Francis; SCI-Q2; IF: 3.230; 80 citations)
合作作者论文
63. Khan, W. A., Chung, S. H., Wang, Y., Eltoukhy, A. E. E., & Liu, S. Q. (2025). Intelligent early fault management using a continual deep learning information system for industrial operations. Industrial Management & Data Systems. https://doi.org/10.1108/IMDS-02-2025-0133 (Emerald, SCI-Q2; IF:4.7)
64. Khan, W. A., Chung, S., Liu, S.Q., Masoud, M., & Wen, X. (2025). Smoothing and matrix decomposition based stacked bidirectional GRU model for machine downtime forecasting. IEEE Transactions on Systems, Man and Cybernetics: Systems, 55(10), 7215-7227. https://doi.org/10.1109/TSMC.2025.3582768 (IEEE Explore, SCI-Q1; ABS3; IF: 8.7; 1 citation)
65. Wu, S., Wang, Q., Chung, S., Hu, L., Lau, Y., & Liu, S.Q. (2025). Improving green urban mobility: A study on shared electric vehicles versus taxis. Transportation Research Part E, 198, 104094. https://doi.org/10.1016/j.tre.2025.104094 (Elsevier, SCI-Q1; ABS3; IF: 10.6; 2 citations)
66. Yuan, Y., Li, S., Liu, S.Q., D’Ariano, A., & Yang, L. (2025). Dynamic bus bridging strategy in response to metro disruptions integrated with routing, timetabling and vehicle dispatching. Omega, 134, 103287. https://doi.org/10.1016/j.omega.2025.103287 (Elsevier; SCI-Q1; ABS3; IF: 7.0; 5 citations)
67. Xin, J., Liu, C., D’Ariano, A., Liu, S.Q., & Liang, J. (2025). Conflict-free routing of twin reclaimers in the stockyard based on a time-space network model. IEEE Transactions on Automation Science and Engineering, 22, 7335-7348. https://doi.org/10.1109/TASE.2024.3454226 (IEEE Explore; SCI-Q1; IF: 5.9; 2 citations)
68. Luan, F., Tang, B., Li, Y., Liu, S.Q., Yang, X., Masoud, M., & Feng, B. (2024). Solving multi-objective green flexible job shop scheduling problem by an improved chimp optimization algorithm. Journal of Intelligent and Fuzzy Systems, 46(4), 7697–7710. https://doi.org/10.3233/JIFS-236157 (SCI-Q4; IF: 1.0; 3 citations)
69. He, Y., Ma, H., Park, W., Liu, S.Q., & Chung, S. (2023). Maximizing robustness of aircraft routing with heterogeneous maintenance tasks. Transportation Research Part E, 177, 103237. https://doi.org/10.1016/j.tre.2023.103237. (Elsevier, SCI-Q1; ABS3; IF: 10.6; 17 citations).
70. Gao, S., Li, B., Mao, L., Wang, W., Zou, D., Zheng, J., Zhou, M., Yu, S., Zheng, F., Yin, Y., Liu, S.Q., Yang, H., & Wang, H. (2023). A theoretical base for non-invasive prenatal paternity testing. Forensic Science International, 346, 111649. https://doi.org/10.1016/j.forsciint.2023.111649 (Elsevier; SCI-Q2; IF: 2.676; 6 citations)
71. Masoud, M., Elhenawy, M., Liu, S., Almannaa, M., & Glaser, S. (2023). A simulated annealing for optimizing assignment of e-scooters to freelance chargers. Sustainability, 15, 1869. https://doi.org/10.3390/su15031869 (SCI-Q2; IF: 3.889; 7 citations)
72. Gai, Y., Yin, Y., Tang, J., & Liu, S.Q. (2022). Minimizing makespan of a production batch within concurrent systems: Seru production perspective. Journal of Management Science and Engineering, 7, 1-18. https://doi.org/10.1016/j.jmse.2020.10.002 (Elsevier; SCI-Q1; IF:3.7; 32 citations)
73. Allihaibi, W. G., Masoud, M., Elhenawy, M., Liu, S.Q., Burke, J., & Karim, A. (2021). Solving the emergency care patient pathway by a new integrated simulation - optimisation approach. IEEE Access, 9, 100895–100910. https://doi.org/10.1109/ACCESS.2021.3096263 (IEEE Xplore; SCI-Q1; IF: 3.367; 6 citations)
74. Li, W., Xi, Y., Liu, S.Q., Li, M., Chen, L., Wu, X., Zhu, S., & Masoud, M. (2020). An improved evaluation framework for industrial green development: Considering the underlying conditions. Ecological Indicators, 112, 106044. https://doi.org/10.1016/j.ecolind.2019.106044 (Elsevier; SCI-Q1; IF: 6.263; 37 citations)
75. Li, W., Wang, J., Chen, R., Xi, Y., Liu, S.Q., Wu, F., Masoud, M., & Wu, X. (2019). Innovation-driven industrial green development: The moderating role of regional factors. Journal of Cleaner Production, 222, 344–354. https://doi.org/10.1016/j.jclepro.2019.03.027 (Elsevier; SCI-Q1; IF: 9.297; 113 citations)
76. Khan, W. A., Chung, S. H., Ma, H. L., Liu, S.Q., & Chan, C. Y. (2019). A novel self-organizing constructive neural network for estimating aircraft trip fuel consumption. Transportation Research Part E, 132, 72–96. https://doi.org/10.1016/j.tre.2019.10.005 (Elsevier; SCI-Q1; ABS3; IF: 10.6; 48 citations)
77. Masoud, M., Elhenawy, M., Almannaa, M. H., Liu, S.Q., Glaser, S., & Rakotonirainy, A. (2019). Heuristic approaches to solve e-scooter assignment problem. IEEE Access, 7, 175093–175105. https://doi.org/10.1109/ACCESS.2019.2957303 (IEEE Xplore; SCI-Q1; IF: 3.367; 50 citations)
78. Matindi, R., Hobson, P., Masoud, M., Kent, G., & Liu, S.Q. (2019). Developing a versatile simulation, scheduling and economic model framework for bioenergy production systems. International Journal of Industrial Engineering Computations, 10, 17–36. https://doi.org/10.5267/j.ijiec.2018.5.003 (Growing Science; SCI-Q2; IF: 2.455; 5 citations)
79. Matindi, R., Masoud, M., Hobson, P., Kent, G., & Liu, S.Q. (2018). Harvesting and transport operations to optimise biomass supply chain and industrial biorefinery processes. International Journal of Industrial Engineering Computations, 9, 265–288. https://doi.org/10.5267/j.ijiec.2017.9.001 (Growing Science; SCI-Q2; IF: 2.455; 26 citations)
80. Yan, P., Che, A., Levner, E., & Liu, S.Q. (2018). A heuristic for inserting randomly arriving jobs into an existing hoist schedule. IEEE Transactions on Automation Science and Engineering, 15(3), 1423–1430. https://doi.org/10.1109/TASE.2017.2749429 (IEEE Xplore; SCI-Q1; IF: 5.083; 14 citations)
81. Masoud, M., Kozan, E., Kent, G., & Liu, S.Q. (2017). A new constraint programming approach for optimising a coal rail system. Optimization Letters, 11(4), 725–738. https://doi.org/10.1007/s11590-016-1041-5 (Springer; SCI-Q2; IF: 1.769; 24 citations)
82. Masoud, M., Kent, G., Kozan, E., & Liu, S.Q. (2016). A new multi-objective model to optimize rail transport scheduler. Journal of Transportation Technologies, 6, 86–98. http://dx.doi.org/10.4236/jtts.2016.62008 (13 citations).
83. Masoud, M., Kozan, E., Kent, G., & Liu, S.Q. (2016). An integrated approach to optimise sugarcane rail operations. Computers & Industrial Engineering, 98, 211–220. https://doi.org/10.1016/j.cie.2016.06.002 (Elsevier; SCI-Q1; IF: 5.431; 26 citations)
84. Masoud, M., Kozan, E., Kent, G., & Liu, S.Q. (2016). Experimental dataset for optimising the freight rail operations. Data in Brief, 9, 492–500. https://doi.org/10.1016/j.dib.2016.09.015 (5 citations)
论著
85. Kozan E. & Liu# S.Q. (2018) An Open-Pit Multi-Stage Mine Production Scheduling Model for Drilling, Blasting and Excavating Operations (pp. 655-668). In: Dimitrakopoulos R. (eds) Advances in Applied Strategic Mine Planning. Springer, Cham. https://doi.org/10.1007/978-3-319-69320-0_38. (22 citations)
86. Mousavi, A., Kozan, E., Liu, S.Q. (2014). Book Chapter 5: Integrated approach to optimize open-pit mine block sequencing. In B. Bidanda, I. Sabuncuoglu, & B. Y. Kara (Eds.), Industrial Engineering Non-Traditional Applications in International Settings (pp. 83–98). CRC Press, USA. (21 citations)
专利和计算机软件著作
87. Wang, L., Chen, Y., Nie, X., Liu, S. Q., & Deng, J. (2025). 数字看板产能采集软件 (Digital Kanban production capacity assembly software) (中华人民共和国国家版权局计算机软件著作权登记证书登记号: 2025SR1387115).
88. Chen, Y., Liu, S.Q., & Huang, Y. (2004). Quality control method for automobile production line to achieve quality trend prediction（实现品质趋势预测的汽车生产线品管方法）. 国家知识产权局 (发明专利号: FP1213773CN, 有效期：2024.6.07-2044.6.07).
89. Chen, Y., Liu, S.Q., Zhang, X., & Wang, Q. (2024). A method and device for testing cogging torque of permanent magnet synchronous motors (一种永磁同步电机齿槽转矩测试方法及装置). 国家知识产权局. (发明专利号: FP1205787CN, 有效期：2024.10.29-2044.10.29).
90. Chen, Y., Liu, S.Q., Huang, Y., Zhang, X., & Zheng, Y. (2021/6). Automobile production line quality control management system and methodology (汽车生产线品质管理系统及方法)，国家知识产权局 (发明专利号: FP1201178CN, 有效期：2021.6.25-2041.6.25).
其他成果
§ 研发了多个面向工业应用的软件包: 先进的矿块排序优化软件，矿业设备调度优化，矿业综合决策优化和风险评估软件，医院管理优化软件，机器人车间调度优化软件等
§ 撰写上百篇未发表的工业报告
