宋梦譞的个人简历

本简历内容会不定期地自动与数据库同步。

教育及工作经历

主讲课程

研究领域

学术兼职

专利

  1. 一种用于离散热导率体点热传导问题的优化方法. 国家发明专利. 专利号: 202410156538.5, 申请时间: 2024-02-04T00:00:00+08:00.
  2. 一种在定位不确定条件下基于卷积的路径规划方法. 国家发明专利. 专利号: 2023101820933, 申请时间: 2023-02-28T00:00:00+08:00.
  3. 一种基于特征边的激光点云车辆朝向单帧检测方法. 国家发明专利. 专利号: 2023101757041, 申请时间: 2023-02-28T00:00:00+08:00.
  4. 一种基于栅格地图的轨迹规划方法. 国家发明专利. 专利号: 2023101679466, 申请时间: 2023-02-24T00:00:00+08:00.
  5. 一种分层解耦的无人驾驶拟人化轨迹规划方法. 国家发明专利. 专利号: 2023101636441, 申请时间: 2023-02-24T00:00:00+08:00.
  6. 一种服务器机柜功率分配方法. 国家发明专利. 专利号: 202211484909.X, 申请时间: 2022-11-24T00:00:00+08:00.
  7. 一种基于流场的无人车路径规划方法. 国家发明专利. 专利号: 201711144695.0, 申请时间: 2017-11-17T00:00:00+08:00.
  8. 一种动态环境下的基于流场的轨迹规划方法. 国家发明专利. 专利号: 201711240203.8, 申请时间: 2017-11-30T00:00:00+08:00.

软件著作权

  1. Aeolux风电场流场数值模拟软件. 计算机软件著作权. 登记号: 2013SR129237, 2013.
  2. Aeolux风电场微观选址优化软件. 计算机软件著作权. 登记号: 2013SR129181, 2013.
  3. Aeolux流场三维可视化软件. 计算机软件著作权. 登记号: 2013SR129185, 2013.
  4. 风电场地形数据网格化软件 (AeoluxGridData). 计算机软件著作权. 登记号: 2009SRBJ5538, 2009.

学术成果

国际期刊论文（第一作者/通讯作者）

  1. MengXuan Song, Kai Chen, Xing Zhang*. A gradient-based strategy to construct efficient heat conduction path for arbitrary configurations. International Journal of Heat and Mass Transfer 232:125931, 2024.
  2. Kai Chen, LiGong Yang, YiMing Chen, BingHeng Wu*, MengXuan Song*. Efficient design of battery thermal management systems for improving cooling performance and reducing pressure drop. Energies 17:2275, 2024.
  3. Kai Chen, ZhenLi Zhang, BingHeng Wu, MengXuan Song*, XiaoLing Wu*. An air-cooled system with a control strategy for efficient battery thermal management. Applied Thermal Engineering 236:121578, 2024.
  4. JiaJun Zhang, XiaoLing Wu, MengXuan Song*, Kai Chen*. An effective method for hot spot temperature optimization in heat conduction problem. Applied Thermal Engineering 227:120325, 2023.
  5. MengXuan Song, Kai Chen*. Numerical study on the optimal power distribution of server racks in a data center. Building Simulation 16:983-995, 2023.
  6. Yi Wen, MengXuan Song*, Jun Wang. Wind farm layout optimization with uncertain wind condition. Energy Conversion and Management 256:115347, 2022.
  7. MengXuan Song, Kai Chen*, Xing Zhang*. Optimization of the volume-to-point heat conduction problem with automatic differentiation based approach. International Journal of Heat and Mass Transfer 177:121552, 2021.
  8. MengXuan Song, Kai Chen, Jun Wang*. A two-level approach for three-dimensional micro-siting optimization of large-scale wind farms. Energy 190:116340, 2020.
  9. MengXuan Song, Nan Wang, Tim Gordon, Jun Wang*. Flow-field guided steering control for rigid autonomous ground vehicles in low-speed manoeuvring. Vehicle System Dynamics 57(8):1090-1107, 2019.
  10. MengXuan Song, Kai Chen, Jun Wang*. Three-dimensional wind turbine positioning using Gaussian particle swarm optimization with differential evolution. Journal of Wind Engineering and Industrial Aerodynamics 172:317-324, 2018.
  11. MengXuan Song, Yi Wen, Bin Duan, Jun Wang*, Qi Gong. Micro-siting optimization of a wind farm built in multiple phases. Energy 137:95-103, 2017.
  12. MengXuan Song, Kai Chen, Jun Wang*. Numerical study on the optimized control of CRACs in a data center based on fast temperature predicting model. Journal of Energy Engineering 143(5):4017041, 2017.
  13. MengXuan Song, BingHeng Wu, Kai Chen, Xing Zhang, Jun Wang*. Simulating the wake flow effect of wind turbines on velocity and turbulence using particle random walk method. Energy 116,Part 1:583-591, 2016.
  14. MengXuan Song, Kai Chen, Xing Zhang, Jun Wang*. Optimization of wind turbine micro-siting for reducing the sensitivity of power generation to wind direction. Renewable Energy 85:57-65, 2016.
  15. MengXuan Song, Kai Chen, Xing Zhang*, Jun Wang. The lazy greedy algorithm for power optimization of wind turbine positioning on complex terrain. Energy 80:567-574, 2015.
  16. MengXuan Song, Kai Chen, ZhongYang He, Xing Zhang*. Optimization of wind farm micro-siting for complex terrain using greedy algorithm. Energy 67:454-459, 2014.
  17. MengXuan Song, Kai Chen, ZhongYang He, Xing Zhang*. Wind resource assessment on complex terrain based on observations of a single anemometer. Journal of Wind Engineering and Industrial Aerodynamics 125:22-29, 2014.
  18. MengXuan Song, Kai Chen, ZhongYang He, Xing Zhang*. Bionic optimization for micro-siting of wind farm on complex terrain. Renewable Energy 50:551-557, 2013.
  19. MengXuan Song, Kai Chen, ZhongYang He, Xing Zhang*. Wake flow model of wind turbine using particle simulation. Renewable Energy 41:185-190, 2012.

参加国际会议（第一作者/通讯作者）

  1. XingYu Chen, Rui Chen, MengXuan Song*. An unified modeling and solving approach for supercritical CO2 Brayton Cycle based on automatic differentiation. The 2024 International Conference on Supercritical CO2 Power Cycle and Comprehensive Energy Systems, Shanghai, China, 2024.
  2. ChunYu Feng, XiaoNian Wang, YangYang Zhang, ChengFeng Zhao, MengXuan Song*. CASwin Transformer: a hierarchical cross attention transformer for depth completion. 2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC), Aomen, China, 2022.
  3. YinQi Liu, MengXuan Song*, YaFeng Guo. An incremental fusing method for high-definition map updating. 2019 IEEE International Conference on Systems, Man and Cybernetics:4251-4256, Bari, Italy, 2019.
  4. MengXuan Song, Timothy Gordon, YinQi Liu, Jun Wang*. Flow field and neural network guided steering control for rigid autonomous vehicles. 26th IAVSD Symposium on the Dynamics of Vehicles on Roads and on Tracks, Gothenburg, Sweden, 2019.
  5. Qiu Fang, Qi Wang, MengXuan Song*, Jun Wang. Control-oriented modelling and evaluation for the temperature distribution in data-centers. 16th International Heat Transfer Conference, Beijing, China, 2018.
  6. MengXuan Song, Nan Wang, Tim Gordon, Jun Wang*. A fluid dynamics approach to motion control for rigid autonomous ground vehicles. International Symposium on Dynamics of Vehicles on Roads and Tracks, Queensland, Australia, 2017.
  7. Yi Wen, MengXuan Song*, Jun Wang. Wind speed forecasting based on wavelet decomposition and the combined regression method. The First Asian Conference on Thermal Sciences, Jeju, Korea, 2017.
  8. MengXuan Song, Han Zhu, Qiu Fang, Jun Wang*. Thermal-aware load balancing in a server rack. IEEE Conference on Control Applications:462-467, Buenos Aires, Argentina, 2016.
  9. MengXuan Song, Xing Zhang*, Jun Wang, Qi Gong. Three-dimensional micro-siting of wind farm on complex terrains. International Workshop on Heat Transfer Advances for Energy Conservation and Pollution Control:IWHT2015-1144, Taipei, Taiwan, 2015.
  10. MengXuan Song, BingHeng Wu, Kai Chen, ZhongYang He, Xing Zhang*. Numerical assessment and optimization of wind farm on complex terrain. The 15th International Heat Transfer Conference:IHTC15-8834, Kyoto, Japan, 2014.
  11. MengXuan Song, BingHeng Wu, Xing Zhang*. Design of a real-time forecasting system of wind farm. International Symposium on Innovative Materials for Processes in Energy Systems, Fukuoka, Japan, 2013.
  12. MengXuan Song, Kai Chen, ZhongYang He, Xing Zhang*. Particle model for wake flow simulation of wind turbines on complex terrain. The Twelfth Kyoto - Tsinghua - Seoul National University Thermal Engineering Conference:55-60, Kyoto, Japan, 2012.
  13. MengXuan Song, Xing Zhang*. Micro-siting technology of wind farm and its software development. International Workshop on Heat Transfer Advances for Energy Conversation and Pollution Control:IWHT2011-117, Xi'an, China, 2011.
  14. MengXuan Song, Xing Zhang*. Micro-siting technology of wind farm on complex terrain. The Asia-Oceania Top University League on Engineering, Beijing, China, 2011.
  15. MengXuan Song, Kai Chen, Xing Zhang*, Jun Wang. Bionic optimization for wind farm micro-siting based on CFD calculations. The Seventh International Conference on Flow Dynamics:142-143, Sendai, Japan, 2010.
  16. MengXuan Song, Kai Chen, Xing Zhang*. Wind farm micrositing technology and its software development. The Tenth Kyoto - Seoul National - Tsinghua University Thermal Engineering Conference:46-51, Beijing, China, 2010.
  17. MengXuan Song, Kai Chen, Xing Zhang*, Jun Wang. Developing the software for wind turbine micro-siting with CFD calculations. The 4th International Symposium on the East Asian Environmental Problems:217-221, Shanghai, China, 2010.
  18. MengXuan Song, Kai Chen, Xing Zhang*, Jun Wang. Bionic optimization for wind farm micrositing based on CFD calculations. The Seventh International Conference on Flow Dynamics:142-143, Sendai, Miyagi, Japan, 2010.

其他期刊论文和国际会议

  1. XiangQian Liu, XiaoYu Zhang, AoRan Fan, MengXuan Song, Xing Zhang*. Exploring machine learning approaches for early lung cancer serum diagnosis based on Raman spectroscopy analysis. The Third Asian Conference on Thermal Sciences, Shanghai, China, 2024.
  2. 王晓年*, 宋梦譞, 丁保青. 开放平台的自动三维场景生成方法. 实验室研究与探索 42(8):71-74+80, 2023.
  3. JiaBao Chen, MengXuan Song, Jun Wang. Efficient L-shape fitting based on critical edge for vehicle orientation estimation using LiDAR. The 28th IAVSD International Symposium on Dynamics of Vehicles on Roads and Tracks, Ottawa, Canada, 2023.
  4. 王晓年*, 宋梦譞. 用于实例分割的数据集自动生成方法. 实验技术与管理 40(7):28-40, 2023.
  5. XiangBo Chen, YaFeng Guo, MengXuan Song, XiaoNian Wang*. Uncertainty-aware feature mixing and cross-decoupled pseudo supervision for semi-supervised semantic segmentation. 2022 17th International Conference on Control, Automation, Robotics and Vision (ICARCV), Singapore, 2022.
  6. Kai Chen*, JiaJun Zhang, XiaoLing Wu, MengXuan Song, Xing Zhang*. Hot spot temperature optimization of customized region in multi-region integrated system based on variational method. International Journal of Heat and Mass Transfer 193:122964, 2022.
  7. ChaoJie Zhang, MengXuan Song, Jun Wang*. A convolution based grid map reconfiguration method for autonomous driving in highly constrained environments. The 33rd IEEE Intelligent Vehicles Symposium, Aachen, Germany, 2022.
  8. Kai Chen, JunSheng Hou, XiaoLing Wu*, YiMing Chen, MengXuan Song, ShuangFeng Wang*. Design of flow pattern in air-cooled battery thermal management system. International Journal of Energy Research 45(6):9541-9554, 2021.
  9. JiaJun Zhang, XiaoLing Wu, Kai Chen, Dan Zhou, MengXuan Song. Experimental and numerical studies on an efficient transient heat transfer model for air-cooled battery thermal management systems. Journal of Power Sources 490:229539, 2021.
  10. Kai Chen, JunSheng Hou, MengXuan Song, ShuangFeng Wang*, Wei Wu, YanLai Zhang. Design of battery thermal management system based on phase change material and heat pipe. Applied Thermal Engineering 188:116665, 2021.
  11. Kai Chen*, YiMing Chen, MengXuan Song, ShuangFeng Wang*. Multi-parameter structure design of parallel mini-channel cold plate for battery thermal management. International Journal of Energy Research 44(6):4321-4334, 2020.
  12. Kai Chen*, YiMing Chen, YiQi She, MengXuan Song, ShuangFeng Wang, Lin Chen. Construction of effective symmetrical air-cooled system for battery thermal management. Applied Thermal Engineering 166:114679, 2020.
  13. Qiu Fang, Zhe Li*, YaoNan Wang, MengXuan Song, Jun Wang. A neural-network enhanced modeling method for real-time evaluation of the temperature distribution in a data center. Neural Computing & Applications 31(12):8379-8391, 2019.
  14. Kai Chen, MengXuan Song, Wei Wei, ShuangFeng Wang*. Design of the structure of battery pack in parallel air-cooled battery thermal management system for cooling efficiency improvement. International Journal of Heat and Mass Transfer 132:309-321, 2019.
  15. Bin Xu, XiaoNian Wang*, MengXuan Song. Extending the dynamic stixel world with B-spline based road estimation for obstacle detection. 2018 Chinese Automation Congress, Xian, China, 2018.
  16. Kai Chen, MengXuan Song, Wei Wei, ShuangFeng Wang*. Structure optimization of parallel air-cooled battery thermal management system with U-type flow for cooling efficiency improvement. Energy 145:603, 2018.
  17. Nan Wang, MengXuan Song, Jun Wang*, Timothy Gordon. A flow-field guided method of path planning for unmanned ground vehicle. IEEE Conference on Decision and Control, Melbourne, Australia, 2017.
  18. Kai Chen*, ZeYu Li, YiMing Chen, ShuMing Long, JunSheng Hou, MengXuan Song, ShuangFeng Wang*. Design of parallel air-cooled battery thermal management system through numerical study. Energies 10(10):1677, 2017.
  19. Qiu Fang, Jun Wang*, Qi Gong, MengXuan Song. Thermal-aware energy management of an HPC data center via two-time-scale control. IEEE Transactions on Industrial Informatics 13(5):2260-2269, 2017.
  20. Kai Chen, Xing Zhang*, MengXuan Song, ZhongYang He. Anemometer positioning optimization for flow field calculation in wind farm. Journal of Energy Engineering 143(5):4017038, 2017.
  21. Kai Chen*, ShuangFeng Wang*, MengXuan Song, Lin Chen. Structure optimization of parallel air-cooled battery thermal management system. International Journal of Heat and Mass Transfer 111:943-952, 2017.
  22. Kai Chen, ShuangFeng Wang*, MengXuan Song, Lin Chen. Configuration optimization of battery pack in parallel air-cooled battery thermal management system using an optimization strategy. Applied Thermal Engineering 123:177-186, 2017.
  23. Kai Chen, ShuangFeng Wang*, MengXuan Song. Heat source layout optimization in two-dimensional heat conduction using simulated annealing method. International Journal of Heat and Mass Transfer 108,PartA:210-219, 2017.
  24. Yi Wen, MengXuan Song, Jun Wang*. A combined AR-kNN model for short-term wind speed forecasting. IEEE Conference on Decision and Control:6342-6346, Las Vegas, USA, 2016.
  25. Kai Chen*, MengXuan Song, Xing Zhang, ShuangFeng Wang. Wind turbine layout optimization with multiple hub height wind turbines using greedy algorithm. Renewable Energy 96(Part A):676-686, 2016.
  26. Kai Chen, ShuangFeng Wang*, MengXuan Song. Temperature-gradient-aware bionic optimization method for heat source distribution in heat conduction. International Journal of Heat and Mass Transfer 100:737-746, 2016.
  27. Jie Liu, MengXuan Song, Kai Chen, BingHeng Wu, Xing Zhang*. An optimization methodology for wind lens profile using Computational Fluid Dynamics simulation. Energy 109:602-611, 2016.
  28. 祝涵, 宋梦譞, 方遒, 王峻. 数据中心动态温度估计模型. 工程热物理学报 37(3):602-608, 2016.
  29. Kai Chen, ShuangFeng Wang*, MengXuan Song. Optimization of heat source distribution for two-dimensional heat conduction using bionic method. International Journal of Heat and Mass Transfer 93:108-117, 2016.
  30. 丁勇钢, 张兴*, 宋梦譞, 陈凯, 吴兵恒. 水平轴风力机后掠式叶片设计方法研究. 工程热物理学报 36(11):2481-2486, 2015.
  31. WeiTing Qiao, Jun Wang*, MengXuan Song, Yi Wen. Wind farm micro-siting based on auto-regressive wind prediction. IEEE Conference on Control Applications, Sydney, Australia, 2015.
  32. Han Zhu, Jun Wang*, MengXuan Song, Qiu Fang. Thermal-aware load provisioning for server clusters by using model predictive control. IEEE Conference on Control Applications:336-340, Sydney, Australia, 2015.
  33. 吴兵恒, 宋梦譞, 陈凯, 何仲阳, 张兴*. 基于粒子尾流模型的风电场风资源评估系统. 工程热物理学报 35(12):2442-2446, 2014.
  34. Kai Chen, MengXuan Song, Xing Zhang*. Binary-real coding genetic algorithm for wind turbine positioning in wind farm. Journal of Renewable and Sustainable Energy 6:53115, 2014.
  35. Kai Chen, MengXuan Song, Xing Zhang*. The iteration method for tower height matching in wind farm design. Journal of Wind Engineering and Industrial Aerodynamics 132:37-48, 2014.
  36. Kai Chen, MengXuan Song, Xing Zhang*. The investigation on computational grids in wind turbine positioning optimization using greedy algorithm. Chinese Science Bulletin 59(26):3304-3313, 2014.
  37. Kai Chen, MengXuan Song, Xing Zhang*. The random walking method for steady linear convection-diffusion equation with axisymmetric disc boundary. Science China Technological Sciences 57(4):804-810, 2014.
  38. 吴兵恒, 宋梦譞, 陈凯, 张兴*. 单台风力机风速和气温的实时预测系统开发. 工程热物理学报 35(2):295-298, 2014.
  39. BingHeng Wu, MengXuan Song, Kai Chen, ZhongYang He, Xing Zhang*. Wind power prediction system for wind farm based on auto regressive statistical model and physical model. Journal of Renewable and Sustainable Energy 6:13101, 2014.
  40. Kai Chen, MengXuan Song, Xing Zhang*. A statistical method to merge wind cases for wind power assessment of wind farm. Journal of Wind Engineering and Industrial Aerodynamics 119:69-77, 2013.
  41. 宋梦譞, 何仲阳, 陈凯, 张兴. 风电场微观选址软件的应用. 工程热物理学报 34(7):1299-1302, 2013.
  42. Kai Chen, MengXuan Song, ZhongYang He, Xing Zhang*. Wind turbine positioning optimization of wind farm using greedy algorithm. Journal of Renewable and Sustainable Energy 5:23128, 2013.
  43. 陈凯, 宋梦譞, 张兴*. 能质扩散尾流模型的数值研究. 工程热物理学报 34(4):724-727, 2013.
  44. Kai Chen, MengXuan Song, Xing Zhang*. The investigation of tower height matching optimization for wind turbine positioning in the wind farm. Journal of Wind Engineering and Industrial Aerodynamics 114:83-95, 2013.
  45. Kai Chen, MengXuan Song, Xing Zhang*. Kinetomass model for wake flow simulation of wind turbine. The Ninth International Conference on Flow Dynamics, Sendai, Japan, 2012.
  46. 何仲阳, 宋梦譞, 张兴*. 地表温度对风场模拟的影响. 化工学报 63(S1):7月11日, 2012.
  47. 吴兵恒, 宋梦譞, 陈凯, 张兴*. 风电场的大涡数值模拟. 工程热物理学报 33(4):677-680, 2012.
  48. 宋梦譞, 陈凯, 张兴, 王峻. 基于CFD的风电场微观选址软件的开发. 工程热物理学报 32(6):989-992, 2011.
  49. TingTing Miao, MengXuan Song, WeiGang Ma, Xing Zhang*. Theoretical calculations of thermophysical properties of single-wall carbon nanotube bundles. Chinese Physics B 20:56501, 2011.
  50. 陈凯, 宋梦譞, 张兴*, 王峻. 基于浓度扩散的风力机尾流模型. 化工学报 62(S1):54-59, 2011.
  51. Kai Chen, MengXuan Song, Xing Zhang*, Jun Wang. Mass diffusive wake model for micro-siting optimization of wind farm. The Seventh International Conference on Flow Dynamics:144-145, Sendai, Japan, 2010.
  52. BingHeng Wu, MengXuan Song, Kai Chen, Xing Zhang*. Large eddy simulation of wind farm. The 4th International Symposium on the East Asian Environmental Problems:229-234, Shanghai, China, 2010.
  53. Kai Chen, MengXuan Song, Xing Zhang*, Jun Wang. Bionic optimization for micro-siting of wind farm. The 4th International Symposium on the East Asian Environmental Problems:223-228, Shanghai, China, 2010.
  54. ZhongYang He, MengXuan Song, Xing Zhang*. Numerical simulation of wind flow over complex terrain in curvilinear grid system. The 4th International Symposium on the East Asian Environmental Problems:211-216, Shanghai, China, 2010.
  55. 宋梦譞, 严环, 张兴*. 多壁碳纳米管热物性参数的理论计算. 工程热物理学报 29(10):1715-1718, 2008.