Blockchain-Based Security in Smart Grid Network

Mishra, Shailendra

doi:10.1504/ijcnds.2022.10042633

Cited by 7 publications

(7 citation statements)

References 0 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…Table 8 compares the results of recent studies associated with smart grids, intrusion detection operations, and BC. Mishra [24] BC based bifold intrusion detection system obtained storage and retrieval intrusion results for 100 blocks as 200 s and 5 s respectively.…”

Section: Block Storage and Retrieval In Bcmentioning

confidence: 99%

Federated Blockchain Model for Cyber Intrusion Analysis in Smart Grid Networks

Sundareswaran¹,

Sasirekha²

2023

Intelligent Automation &Amp; Soft Computing

View full text Add to dashboard Cite

Smart internet of things (IoT) devices are used to manage domestic and industrial energy needs using sustainable and renewable energy sources. Due to cyber infiltration and a lack of transparency, the traditional transaction process is inefficient, unsafe and expensive. Smart grid systems are now efficient, safe and transparent owing to the development of blockchain (BC) technology and its smart contract (SC) solution. In this study, federated learning extreme gradient boosting (FL-XGB) framework has been developed along with BC to learn the intrusion inside the smart energy system. FL is best suited for a decentralized BC-enabled system to adapt learning models for trustworthy and reliable transactions. Many features and attributes of the Third International Knowledge Discovery and Data mining Tools Competition (KDD Cup 1999) dataset have been used in this study to perform experimental analysis. The likelihood of intrusions in the network is mathematically stated. The participant nodes run the BC based FL-Smart Contract (SC) algorithms to detect network intrusions. FL provided aggregated learning results from the experiment that was 99% accurate in predicting network intrusion. The experimentally determined block storage gain and retrieval gain were 97.5% and 95.4% respectively. The intrusion in the smart grid network was evaluated, and the data indicated that there was 1.2% illegal access. Moreover, the learning system's accuracy, retrieval and storage intrusions, legal access and transaction processing times were considered for comparison. The proposed system outperformed contemporary research-developed systems targeted for the same application. Therefore, this study provides a guaranteed intrusion learning system and secure transaction system for smart grids.

show abstract

Section: Block Storage and Retrieval In Bcmentioning

confidence: 99%

Federated Blockchain Model for Cyber Intrusion Analysis in Smart Grid Networks

Sundareswaran¹,

Sasirekha²

2023

Intelligent Automation &Amp; Soft Computing

View full text Add to dashboard Cite

show abstract

“…Due to the influence of layout factors, the terrain and ground conditions in the corridor area are complicated and changeable, such as high altitude, windy and frozen areas. These micro-environments cause various kinds of environmental disasters of overhead power lines in a variety of harsh environments, such as icing, mountain fire, lightning strikes, instant gales, etc [7,8]. At the same time, the overhead power lines need to operate for a long time.…”

Section: Introductionmentioning

confidence: 99%

Research on Communication Technology of OPGW Line in Distribution Network under Interference Environment

Huang

Zhang

et al. 2023

EAI Endorsed Scal Inf Syst

View full text Add to dashboard Cite

In optical fiber composite overhead ground wire (OPGW) networks, the current monitoring is mainly through installing electronic sensors on the cable and manually monitoring the video on the cable, where the interference plays an important role in the communication and monitoring based systems. In essence, the interference arises from aggressive frequency reuse, especially in the frequency-limited Internet of Things (IoT) networks. The existence of interference causes a negative effect on the system performance of communication systems and IoT networks including the OPGW networks. Hence, this article investigates the communication technology of OPGW line in distribution network under interference environment, where there is one primary link, one secondary link, and one legitimate monitor listening to the secondary link. The secondary user needs to transmit its message to the secondary receiver under the interference power constrained by the primary node. We firstly define the outage probability of legitimate monitoring based on the data rate, and then analyze the system performance by theoretically deriving a closed-form expression of the outage probability for the OPGW communication under interference environment. Simulation results are finally demonstrated to verify the correctness of the closed-form expression for the OPGW communication under interference environment, and show that the interference has a negative impact on the OPGW communication performance.

show abstract

“…Firstly, the smart grid monitoring system can monitor various states of line operation in real time and provide decision-making basis for safe power supply. Secondly, real-time monitoring of permanent faults such as circuit short-circuit, grounding and power outage and reporting the fault current can quickly locate the fault point and improve the efficiency of distribution and emergency repair [9,10]. Thirdly, it is important to shorten the power outage time and reduce unnecessary losses to users.…”

Section: Introductionmentioning

confidence: 99%

Intelligent Wireless Monitoring Technology for 10kV Overhead lines in Smart Grid Networks

Shi

Liu

2022

EAI Endorsed Scal Inf Syst

View full text Add to dashboard Cite

Promoted by the rapid development of information technology, 10kV overhead line has been widely used in the majority of cities, and it is of great significance to monitor the distribution network effectively, in order to ensure the normal operation of the system. Most of traditional distribution network monitoring methods are based on manual work, which causes inconvenience to the distribution network fault location, repair, maintenance and real-time monitoring, and reduces the efficiency of the distribution network emergency repair and the reliability of power supply. Aiming at the automatic monitoring problem of 10kV overhead network, this paper adopts an intelligent wireless monitoring technology, where a monitoring node is employed to monitor the network transmission status through wireless links. We evaluate the system monitoring performance by using the metric of outage probability, depending on the wireless data rate over wireless channels. For the considered system, we derive analytical outage probability, in order to measure the system performance in the whole range of signal-to-noise ratio (SNR). The simulation results are finally presented to verify the analytical expressions on the system monitoring outage probability in this paper.

show abstract

Blockchain-Based Security in Smart Grid Network

Cited by 7 publications

References 0 publications

Federated Blockchain Model for Cyber Intrusion Analysis in Smart Grid Networks

Federated Blockchain Model for Cyber Intrusion Analysis in Smart Grid Networks

Research on Communication Technology of OPGW Line in Distribution Network under Interference Environment

Intelligent Wireless Monitoring Technology for 10kV Overhead lines in Smart Grid Networks

Contact Info

Product

Resources

About