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
- 2022 ~ 现在 上海第二工业大学 能源与材料学院 教授
- 2019 ~ 2022 同济大学 电子与信息工程学院 副教授
- 2014 ~ 2018 同济大学 电子与信息工程学院 助理教授
- 2012 ~ 2014 清华大学 工程力学系 博士后
- 2007 ~ 2012 清华大学 工程力学系 动力工程及工程热物理 博士研究生(直博)
- 2003 ~ 2007 清华大学 工程力学系 热能与动力工程 本科
- 2000 ~ 2003 湖南省湘西土家族苗族自治州民族中学 高中
主讲课程
研究领域
- 传热结构与器件优化设计
- 数据中心节能
- 无人车自动驾驶
- 风能资源高效利用
学术兼职
专利
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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
- 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.
- 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.
- Aeolux流场三维可视化软件. 计算机软件著作权. 登记号: 2013SR129185, 2013.
- 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)
- 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.
- 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.
- 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.
- 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.
- MengXuan Song, Kai Chen*. Numerical study on the optimal power distribution of server racks in a data center. Building Simulation 16:983-995, 2023.
- Yi Wen, MengXuan Song*, Jun Wang. Wind farm layout optimization with uncertain wind condition. Energy Conversion and Management 256:115347, 2022.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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)
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- MengXuan Song, Xing Zhang*. Micro-siting technology of wind farm on complex terrain. The Asia-Oceania Top University League on Engineering, Beijing, China, 2011.
- 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.
- 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.
- 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.
- 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
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.