A Methodology for Infilling Missing Data in Smart Power Grids Based on Correlation Analysis

Author:

Yang Xue1,Zhang Zheng2,Zhou Guanghan2,Zhao Qi3,Li Yu2

Affiliation:

1. Industrial center, Nanjing Institute of Technology,Nanjing,Jiangsu,China

2. Nanjing Institute of Technology,Nanjing,Jiangsu,China

3. Suzhou Power Supply Company, State Grid Jiangsu Electric Power Co., Ltd.,Suzhou,Jiangsu,China

Funder

State Grid Corporation

Publisher

IEEE

Reference12 articles.

1. Proposing suitable data imputation methods by adopting a Stage wise approach for various classes of smart meters missing data – Practical approach

2. Research on voltage missing data identification method based on multidimensional correlation analysis;Shaojian;Electrical Automation,2021

3. Air quality data missing supplement algorithm integrating two-way Gru;Kunpeng;Small Microcomputer System,2022

4. Real-Time Data Filling and Automatic Retrieval Algorithm of Road Traffic Based on Deep-Learning Method;Jie;Symmetry,2020

5. A reconstruction method for missing data in power system measurement using an improved generative adversarial network;Shouxiang,2019

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