Big Data of Smart Grid

Smart grid big data is the organic integration of multi data sources, multi fields and cross space-time data in power system and related fields.

开设学校:长安大学;学科:工学、

Big Data of Smart Grid课程:前往报名学习

Big Data of Smart Grid视频慕课课程简介:

Smart grid big data is the organic integration of multi data sources, multi fields and cross space-time data in power system and related fields.

前往报名学习

Big Data of Smart Grid课程列表:

{{'上次学习:'+learn_list['chd08061003407intl']['last_leaf_name']}}

Chapter 1 What is Big Data

-Course Introduction and Overview of Big Data

-Chapter 1

-Big data review literature

Chapter 2 Big Data of Smart Grid(BDSG)

-2.1 Why Electirc Power + Big Data? 2.2 Applications

-Chapter 2

-An important application of big data in electric power——literature on the identification of small targets such as faults

Chapter 3 Main Application Fields of BDSG

-3.1 Grid Operation and Development

-3.2 Power Consumers

-3.3 Society and Government

-Chapter3

-Related literature on big data applications from the user perspective

Chapter 4 Technology System of BDSG

-4.1 Data Acquisition+4.2 Data Storage

-4.3 Data Processing

-4.4 Data Analysis and Mining

-4.5 Data Visualization

-4.6 Data Security and Privacy Protection

-Chapter4

-Load forecasting technology related literature

Chapter 5 Research Methods and Application Methods of BDSG

-5.1.1Platform Construction: Demand Analysis

-5.1.2Platform Construction: Design (1)

-5.1.2Platform Construction: Design (2)

-5.2 Data collection and management

-5.3.1 Data Aggregation and Fusion: Scheme and process

-5.3.2 Data Aggregation and Fusion: Application Practice

-5.4.1 Analysis and Mining: Scheme and process

-5.4.2 Analysis and Mining: Use-case analysis

-Chapter5

-Commonly used electric power big data deep learning method——application literature of transfer learning

Chapter 6 Project Cases of BDSG

-6.1 Heavy overload prediction of station area

-6.2 Daily load forecasting of large users

-6.3 Fault correlation analysis of power grid control system equipment

-6.4 Reliability of relay protection equipment family-

-6.5Application of random matrix in big data analysis of smart grid

-Chapter6

-Literature on Power Vision Data Processing Technology

Chapter 7 Prospect of BDSG

-Development trend and suggestions for BDIG

-Chapter7

-Intelligent Disaster or Failure Recognition Means——Related Literature of Electric Power Vision Big Data

Big Data of Smart Grid开设学校:长安大学

Big Data of Smart Grid授课教师:

张弢-副教授-长安大学-

张弢,1984年11月生,博士,副教授,硕士生导师,CCF会员。2005年7月,获得西北工业大学自动化学院信息对抗专业学士学位;2006年9月至2008年7月在西北工业大学自动化学院计算机科学与技术学科硕士,2008年9月至2012年7月在西北工业大学自动化学院控制理论与控制工程学科博士。2012年7月至今在长安大学电子与控制工程学院任教。2016年9月至2017年10月,在美国加州大学圣地亚哥分校计算机学院做访问学者。在科研方面,主持国家自然科学基金项目青年项目1项;主持陕西省自然科学基金面上项目1项;参与国家自然科学基金面上项目多项;主持和参与吉林省外国专家局项目、西藏科技厅项目、西安市科技局项目、中央高校专项资金项目等研究项目多项;主持横向科研项目多项。

也许你还感兴趣的课程:


  1. Big Data of Smart Grid(Round 2)

  2. 房屋建筑学——融合BIM技术的民用建筑设计与构造(2021秋)

  3. Digital Photography(Round 2)

  4. 俄罗斯文化艺术赏析(2021秋)

  5. 模块化生产加工系统控制与调试(2021秋)

  6. Oil and Gas Field Exploration(Round 2)

  7. Entrepreneur Growth Plan(Round 2)

  8. Good Oils for Better Life: Introduction to Science of Edible Oils and Essential Oils(Round 2)

  9. 管理定量方法(2021秋)

  10. 基于物理学术竞赛的综合素质教育模式概论(2021秋)

  11. HTML5 Mobile Front-end Development Foundation(Round 2)

  12. 线性代数(2021秋)

  13. 工程热力学(2021秋)

  14. 电工电子技术应用与实践(2021秋)

  15. 环境与健康(2021秋)

  16. 藏传佛教(2021秋)

  17. 城市地理学(2021秋)

  18. 临床免疫学检验技术(2021秋)

  19. 学科教学法(2021秋)

  20. 艺术考古学概论(2021秋)
© 柠檬大学-慕课导航 课程版权归原始院校所有,
本网站仅通过互联网进行慕课课程索引,不提供在线课程学习和视频,请同学们点击报名到课程提供网站进行学习。