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:

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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。

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