Bad data detection in the smart grid

2017 ◽  
pp. 151-163
Author(s):  
Haris M. Khalid Khalid ◽  
Ahmed Al-Durra Al-Durra
Keyword(s):  
Smart Grid ◽  
Data Detection ◽  
Bad Data Detection ◽  
Bad Data

scholarly journals IoT based Smart Grid Attack Resistance in AC and DC State Estimation

2021 ◽  
Vol 2 (3) ◽  
pp. 118-122
Author(s):  
Vivekanadam B
Keyword(s):  
Big Data ◽  
Internet Of Things ◽  
Smart Grid ◽  
Error Detection ◽  
Smart Grids ◽  
Data Detection ◽  
Bad Data Detection ◽  
Security Issues ◽  
Number Of Factors ◽  
Bad Data

Use of automation and intelligence in smart grids has led to implementation in a number of applications. When internet of things is incorporated it will result in the significant improvement a number of factors such as fault recovery, energy delivery efficiency, demand response and reliability. However, the collaboration of internet of things and smart grid gives rise to a number of security issues and threats. This is especially the case when using internet based protocols and public communication infrastructure. To address these issues we should ensure that the data stored is secure and critical information from the data is extracted in a careful manner. If any threat to its security is detective an early blackout warning should be issued immediately. In this paper we have proposed a geometric view point for big data attacks which is capable of bypassing bad data detection. We have created an environment where replay scheme is used launch blind energy big data attack. The defence mechanism of our proposed work is studied and found to be efficient. Experimental evidence supports our theory and we have found our methodology to efficiently improve error detection rate.

scholarly journals The data dimensionality reduction and bad data detection in the process of smart grid reconstruction through machine learning

PLoS ONE ◽  
2020 ◽  
Vol 15 (10) ◽  
pp. e0237994
Author(s):  
Bo Yu ◽  
Zheng Wang ◽  
Shangke Liu ◽  
Xiaomin Liu ◽  
Ruixin Gou
Keyword(s):  
Machine Learning ◽  
Smart Grid ◽  
Dimensionality Reduction ◽  
Data Detection ◽  
Bad Data Detection ◽  
Data Dimensionality Reduction ◽  
Bad Data

Bad-data detection in smart grid: a distributed approach

2013 ◽  
pp. 175-190 ◽  
Author(s):  
Le Xie ◽  
Dae-Hyun Choi ◽  
Soummya Kar ◽  
H. Vincent Poor
Keyword(s):  
Smart Grid ◽  
Data Detection ◽  
Bad Data Detection ◽  
Distributed Approach ◽  
Bad Data
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