• 2004-09至2009-07， 中国石油大学（北京）， 油气储运工程， 博士研究生
• 1998-09至2001-03， 石油大学（北京）， 石油储运工程， 硕士研究生
• 1991-09至1995-07， 石油大学（华东）， 采油， 大学本科

研究方向：油气供应链物流优化 、油气管道运行优化 、油气田地面工程优化、油气人工智能

邮箱：liangyt21st@163.com

纵向课题

1. 融合LNG管输的多网系统协同优化与冷能梯级利用研究，国家自然科学基金-专项项目，主持

2. 基于掺氢天然气和地热的住宅区分布式综合能源系统研究，国家重点研发计划，主持

3. 成品油供给链物流系统优化及供给侧可靠性研究，国家自然科学基金-面上项目，主持

4. 成品油管道批次输送过程中的复杂传热传质机理研究，国家自然科学基金-面上项目，主持

5. 含蜡原油管道停输过程中的管内复杂自然对流换热机理研究，国家自然科学基金-面上项目，主持

6. 油气高效管输技术研究与应用创新团队，新疆维吾尔自治区组织部，主持

7. 城市能源系统低碳转型的驱动机制及政策研究，国家自然科学基金-重点项目，参与

8. 油气藏-井筒-管网动态仿真引擎软件项目，工业与信息化部，参与

科研奖励：省部级一等奖5项，二等奖8项

教学奖励：省部级一等奖2项，二等奖3项

代表性论文

1.考虑甲醇供需特征的顺序输送管道能力利用优化，化学工程，2025.

2.油气管道在多能融合新型能源体系建设中的作用，油气储运，2025.

3. P-KTFNet: A Prior Knowledge Enhanced Time-Frequency Forecasting Model for Natural Gas Consumption, Energy, 2025.

4. Efficient energy optimization of large-scale natural gas pipeline network: An advanced decomposition optimization strategy, Chemical Engineering Science, 2025.

5. 不同边界条件下掺氢对天然气管网运行工况的影响分析，石油科学通报，2024

6. 液化天然气长距离低温管网运输与冷能梯级利用，前瞻科技，2024

7. 中国油气管网运行关键技术及展望，石油科学通报，2024

8. Energy, economic and environmental impact analysis of adjusting oil refinery capacity: An interregional optimization approach for resource allocation, Energy, 2024.

9. A deep learning-based approach for predicting oil production: A case study in the United States, Energy, 2024.

10. Pipeline sharing: Optimal design of downstream green ammonia supply systems integrating with multi-product pipelines, Renewable Energy, 2024.

11. A hybrid framework for forecasting power generation of multiple renewable energy sources, Renewable and Sustainable Energy Reviews, 2023, 高被引论文.

12. 市场化改革背景下成品油管网运营关键技术及展望，油气储运，2023.

13. 成品油一次物流优化与协调方法研究进展，油气储运，2023.

14. Energy saving and consumption reduction in the transportation of petroleum products: A pipeline pricing optimization perspective, Applied Energy, 2023.

15. Integration optimization of production and transportation of refined oil: A case study from China, Chemical Engineering Research and Design, 2023.

16. Review on intelligent pipeline technologies: A life cycle perspective, Computers & Chemical Engineering, 2023.

17. A knowledge-enhanced graph-based temporal-spatial network for natural gas consumption prediction, Energy, 2023.

18. Deeppipe: A hybrid intelligent framework for real-time batch tracking of multi-product pipelines, Chemical Engineering Research and Design, 2023.

19. Innovations of carbon-neutral petroleum pipeline: A review, Energy, 2022.

20. Pipesharing: economic-environmental benefits from transporting biofuels through multiproduct pipelines, Applied Energy, 2022.

21. How government policies promote bioenergy’s permeability in national-level energy supply chain: A case of China, Applied Energy, 2022.

22. Integration of a novel distributed water and energy system in the oilfield, Chemical Engineering Research and Design, 2022.

23. Resilience assessment of the downstream oil supply chain considering the inventory strategy in extreme weather events, Computers & Chemical Engineering, 2022.

24. Pipeline pricing and logistics planning in the refined product supply chain based on fair profit distribution. Computers & Industrial Engineering, 2022.

25. A semi-supervised learning for operating condition recognition of multi-product pipelines. Process Safety and Environmental Protection, 2021.

26. A customized generative model for estimations of liquid pipeline leakage parameters. Computers & Chemical Engineering, 2021.

27. Operational Optimization of a Cyclic Gas Pipeline Network with Consideration of Thermal Hydraulics. Industrial & Engineering Chemistry Research, 2021.

28. Carbon footprint of oil products pipeline transportation. Science of The Total Environment, 2021.

29. 天然气需求量预测研究进展，石油化工高等学校学报，2020，优秀论文.

30. An MILP approach for detailed scheduling of oil depots along a multi-product pipeline‎，Petroleum Science, 2019, 高影响力论文奖.

 

社会与学术主要兼职

1. 《Computer Modeling in Engineering & Science》副主编

2. 《Journal of Pipeline Science and Engineering》副主编

3. 《石油科学通报》副主编

4. 《油气储运》编委

5. 《Energy 360》编委

6. 《管道保护》编委

7. 中国高等教育学会碳中和与清洁能源教育专业委员会副理事长

8. 全国大学生创新创业训练计划专家组副秘书长

9. 中国石油学会石油工程专业委员会副秘书长

10. 中国石油天然气集团有限公司油气业务链优化重点实验室学术委员会委员