Homepage - Pengxin Yang 杨鹏鑫
Hi! I am Yang Pengxin. I received my master degree in control science and engineering from State Key Laboratory of Synthetical Automation for Process Industries of Northeastern University, Shenyang.My research area is intelligent scheduling and simulation system of high-speed railway under network conditions. I have participated in Major Program of NSFC:”Dynamic train group scheduling under complex high-speed railway network”. I have improved a train simulation system in C++ for the verification, evaluation and training of reinforcement learning. This system integrates the data-driven train operation model and uncertainty disturbance model.It can exchange data with the intelligent scheduling algorithm in real-time to help the algorithm to make better decisions. On this basis, a parallel scheduling system framework can be constructed to connect the virtual system with the real.
欢迎访问我的主页!我是杨鹏鑫,毕业于东北大学流程工业综合自动化国家重点实验室,获得控制科学与工程硕士学位,我的研究方向是高铁调度优化与仿真系统开发。在硕士阶段,我参与了国家自然科学基金重大项目子课题:复杂高速铁路路网条件下的列车群动态调度,并在项目中负责使用C++开发列车运控调度协同仿真器,通过集成数据驱动的列车运行模型、快速机-机交互接口、扰动生成模型等,实现快速、准确的调度运行联合仿真,以帮助智能调度算法改善调度策略,尤其对强化学习算法进行训练、验证和评估,并基于此系统提出了一种高铁调度平行系统框架。
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I am seeking a PhD position, please feel free to contact me(Email:yang_pengxin@163.com)for more details if you are interested in me .
我正在寻求博士机会,如果您对我感兴趣,十分欢迎通过邮件联系我。(Email:yang_pengxin@163.com)