Biography

Welcome to my site!

I am Chenyu Yan. I am a graduate student of Xi’an Jiaotong University. My primary research interest lies in the computational algorithm and calculation, machine learning, optimization, and data science. In my graduate study, I have over twenty journal/chapter/conference papers published and participated in the projects funded by Ministry of Science and Technology of the China, the National Natural Science Foundation of China, and China Electric Power Research Institute.

Interests

  • Optimization and Modeling
  • Computational Calculation
  • Machine Learning and Data Science

Education

  • Data Scientist, Fall,2019 - Winter,2021

    State Grid Corporation of China, PRC

  • Master's of Engineering in Electrical Engineering, Fall, 2016 - Summer, 2019

    Xi'an Jiaotong University, China

  • Bachelor's of Engineering in Electrical Engineering, Fall, 2012 - Summer, 2016

    Northwestern Polytechnical University, China

Selected Publications

Quickly discover relevant content by filtering publications.
Daomin Min, Chenyu Yan, Rui Mi, Chao Ma, Yin Huang, Shengtao Li, Qingzhou Wu, Zhaoliang Xing. Carrier Transport and Molecular Displacement Modulated dc Electrical Breakdown of Polypropylene Nanocomposites. Polymers,First Student Author, 2018.

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Daomin Min, Chenyu Yan, Rui Mi, Chao Ma, Yin Huang, Shengtao Li, Qingzhou Wu, Zhaoliang Xing. Dielectric and Carrier Transport Properties of Silicone Rubber Degraded by Gamma Irradiation. Polymers,First Student Author, 2017.

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Daomin Min, Chenyu Yan, Rui Mi, Haozhe Cui, Yuwei Li, Weiwang Wang, Michel Frechette, Shengtao Li. Space charge Modulated Electrical Breakdown in Polyethylene Nanodielelctrics. IEEE Nanotechnology Magazine,First Student Author, 2020.

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Lu Cheng, Xiaohong Chi, Chenyu Yan, Dongri Xie, Xiaowei Liu, Yinian Wen, Wenfeng Liu, Shengtao Li. Polypropylene nanocomposite for power equipment a review. IET Nanodielectrics,First Student Author, 2018.

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Daomin Min, Yuwei Li, Chenyu Yan, Dongri Xie, Shengtao Li, Zhaoliang Xing. Thickness Dependent dc Electrical Breakdown of Polyimide Modulated by Charge Transport and Molecular Displacement. Polymers, 2018.

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Daomin Min, Chenyu Yan, Yin Huang, Dongri Xie, Wenfeng Liu, Shengtao Li. Influence of Filler Content on Conductivity of Epoxy Resin Nanocomposites. The 20th International Symposium on High Voltage Engineering 2017,First Student Author, 2017.

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Daomin Min, Chenyu Yan, Weiwang Wang, Dongri Xie, Michel Frechette, Shengtao Li. Effect of Deep Traps and Molecular Motion on dc Breakdown of Polyethylene Nanocomposites. Proceedings of the 17th IEEE International Conference on Nanotechnology, 2017.

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Rui Mi, Chenyu Yan, Zhaoliang Xing, Qingzhou Wu, Daomin Min, Shengtao Li. Effect of Deep Traps and Molecular Motion on dc Breakdown of Polyethylene Nanocomposites. IEEE Conference on Electrical Insulation and Dielectric Phenomenon 2019,First Student Author, 2020.

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Yuwei Li, Chenyu Yan, Daomin Min, Shengtao Li, Zhaoliang Xing, Chong Zhang . Numerical Simulation on Dc Breakdown of Polyimide Based on Charge Transport and Molecular Chain Displacement. IEEE Conference on Electrical Insulation and Dielectric Phenomenon 2019*, 2019.

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Dongri Xie, Chenyu Yan, Yin Huang, Daomin Min, Shengtao Li. Study on Short-term DC Breakdown and Corona-resistance Mechanism of Polyimide. International Symposium on Electrical Insulating Materials 2017, 2017.

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Shijun Li, Wei Yan, Chenyu Yan, Daomin Min, Shengtao Li, Wenbin Kang. Surface Trap and Carrier Transport of Aged and Pristine Oil-Paper Under Harmonic Voltage by Surface Potential Decay. IEEE Conference on Electrical Insulation and Dielectric Phenomenon 2017, 2017.

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Wenbin Kang, Chenyu Yan, Shijun Li, Yin Huang, Daomin Min, Shengtao Li. Trap and Carrier Transport of Pristine and Aged Silicone Rubber by Surface Potential Measurement. IEEE Conference on Electrical Insulation and Dielectric Phenomenon 2017,First Student Author, 2017.

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Research Projects

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All Energy Storage Machine Learning Nano Material Lithium Battery Insulating Material Microscopic Modeling

Research on Insulating property and its regularity of dielectrics in current transfer and energy dissipation

This project is funded by the National Key R&D Program of China and focuses on the electron transport and energy transfer modeling to untether the electrical breakdown and flashover mechanism of dielectrics.

Charge transport property in silicone rubber under harmonic aging

This project is funded by the Electric Power Research Institute of China and focuses on the deterioration process of cable and bush under high-order harmonics and high temperature.

Influence of molecular chain motion property in interfacial regions on dc breakdown property of polyethylene nanocomposites

This project investigated the coupling impact of space charge accumulation, transient arc microparticle bombardment, metal particle deposition on the flashover property of fracture insulating system in the process of dc arc switching, and revealed its influence regularity and failure mechanism. The study figured out the methods to suppress the space charge accumulation and metal particle deposition in the fracture insulating system and proposed approaches to resist electrical breakdown damage and aging based on nanocomposite modification tech.

Machine learning for the power grid load forecast

This projects is funded by the SGCC and it focuses on the power grid load forecast based on machine learning and deep learning, offering assistance for the decision making.

Research on the energy density promotion of the power capacitor

High energy density issue is essential for both electrical transportation and the power transmission. This project primarily focuses on the energy density promotion of the power capacitor to better adapt to the need of high voltage direct transmission.

Research on the lithium battery management system

This projects is funded by College Students’ Innovative Entrepreneurial Training Plan Program. It focuses on the design of the communication sensor of the battery system and electrode material.

Skills

Research Tools

Matlab, Simulink, Origin, R

Programming

Python, C, C++, Java, HTML

Machine Learning and Data Science

Pytorch, Tensorflow, Scikit-Learn, Pandas, NumPy, Matplotlib

Editing and Designing

Latex, Microsoft Office, Omnigraffle, CoreDraw, Final Cut Pro

Developping Tools

Git, VS Code, XCode, Jupyter Notebook

Communication

Debate, Presentation, Public speaking

Fellowship, Honor and Award

Outstanding Graduate Student

Xi’an Jiaotong University Jun 2019

Graduate Student with Honor

Xi’an Jiaotong University Jun 2019

National Scholarship

Ministry of Education of the People’s Republic of China Nov 2018

National Special Scholarship

State Key Laboratory of Electrical Insulation and Power Equipment Nov 2018

First-class Scholarship

Xi’an Jiaotong University Oct 2018

Excellent Graduate Student Award

Xi’an Jiaotong University Oct 2018

National Scholarship

Ministry of Education of the People’s Republic of China Nov 2017

Excellent Graduate Student Award

Xi’an Jiaotong University Sep 2017

First-class Scholarship

Xi’an Jiaotong University Sep 2017

National Mathematical Contest in Modeling for Graduated students

National Mathematical Contest in Modeling Association Sep 2017
Outstanding Award

Outstanding undergraduate student

Northwestern Polytechnical University Sep 2016

Scholarship for Outstanding Freshman

Xi’an Jiaotong University Sep 2016

First-class Scholarship

Northwestern Polytechnical University Sep 2015

International Mathematical Contest in Modeling

Consortium for Mathematics and Its Applications Sep 2015
Honorable Menstion

Provincial Special Scholarship

Education Department of Shaanxi Provincial Government Sep 2015

Excellent Undergraduate Student

Northwestern Polytechnical University Sep 2015

5th Mathorcup international Mathematical Contest in Modeling

Mathorcup MCM Association May 2015

National Mathematical Contest in Modeling for Graduated students

National Mathematical Contest in Modeling Association Nov 2014

Japan, Korea and China Forum

United Nations Association of China Oct 2014
Excellent World Teenager

National Undergraduate Debate Contest

National College Student Debate Association Sep 2014
Best debater

E+H Special Scholarship

Education Department of Shaanxi Provincial Government Sep 2014

First-class Scholarship

Northwestern Polytechnical University Sep 2014

Excellent Undergraduate Student

Northwestern Polytechnical University Sep 2014

First-class Scholarship

Northwestern Polytechnical University Sep 2013

Excellent Undergraduate Student

Northwestern Polytechnical University Sep 2013