scholarly journals Graph Modeling for Efficient Retrieval of Power Network Model Change History

Energies ◽  
2021 ◽  
Vol 14 (24) ◽  
pp. 8351
Author(s):  
Ivana Dalčeković ◽  
Aleksandar Erdeljan ◽  
Nikola Dalčeković ◽  
Jelena Marjanović
Keyword(s):  
Smart Grid ◽  
Smart Grids ◽  
Research Question ◽  
Main Idea ◽  
Graph Model ◽  
Physical World ◽  
Design Guidelines ◽  
Power Grids ◽  
Design Decision ◽  
Reduced Time

Power grids are constantly evolving, and data changes are increasing. Operational technology (OT) is controlled by IT technologies in smart grids, where changes in the physical world impose changes in the software data model, as well as the continuous generation of data points, resulting in time series datasets. The increased need for processing large amounts of data combined with requirements to maintain and increase overall performances has created a significant challenge for traditional database solutions and relational database models. The main idea of this paper was to find and propose a graph model that will allow the retrieval of historical connectivity in a reduced time complexity. Furthermore, the research question was addressed by evaluating three different approaches where the results provide a foundation for the proposed design guidelines related to optimizing graph-based databases for a modern smart grid system. The results of the experiments demonstrated reduced time complexities from 3 to 5 times depending on the typical industry usage patterns and the selected graph model. This suggests that the design decision may severely affect the outcome for given smart grid use cases when using historical features in OT technologies. Therefore, the main contribution of the research is the proposed guidelines on how to design an optimal graph model that satisfies the described smart grid requirements.

Securing SDN-Enabled Smart Power Grids

2018 ◽  
pp. 79-98
Author(s):  
Uttam Ghosh ◽  
Pushpita Chatterjee ◽  
Sachin Shetty
Keyword(s):  
Smart Grid ◽  
Smart Grids ◽  
Single Point ◽  
Performance Comparison ◽  
Power Grids ◽  
Smart Power ◽  
Control Center ◽  
Grid Networks ◽  
Result Show ◽  
Sdn Controller

Software-defined networking (SDN) provides flexibility in controlling, managing, and dynamically reconfiguring the distributed heterogeneous smart grid networks. Considerably less attention has been received to provide security in SDN-enabled smart grids. Centralized SDN controller protects smart grid networks against outside attacks only. Furthermore, centralized SDN controller suffers from a single point of compromise and failure which is detrimental to security and reliability. This chapter presents a framework with multiple SDN controllers and security controllers that provides a secure and robust smart grid architecture. The proposed framework deploys a local IDS to provide security in a substation. Whereas a global IDS is deployed to provide security in control center and overall smart grid network, it further verifies the consequences of control-commands issued by SDN controller and SCADA master. Performance comparison and simulation result show that the proposed framework is efficient as compared to existing security frameworks for SDN-enabled smart grids.

Formal Verification of ZigBee-Based Routing Protocol for Smart Grids

2021 ◽  
pp. 1002-1017
Author(s):  
Adnan Rashid ◽  
Osman Hasan
Keyword(s):  
Smart Grid ◽  
Formal Methods ◽  
Routing Protocol ◽  
Routing Protocols ◽  
Smart Grids ◽  
Communication Technologies ◽  
Power Grids ◽  
Communication Link ◽  
Grid Systems ◽  
Efficiency Performance

Smart grids provide a digital upgradation of the conventional power grids by alleviating the power outages and voltage sags that occur due to their inefficient communication technologies and systems. They mainly tend to strengthen the efficiency, performance, and reliability of the traditional grids by establishing a trusted communication link between their different components through routing protocols. The conventional methods, i.e., the computer-based simulations and net testing, for analyzing these routing network protocols are error-prone and thus cannot be relied upon while analyzing the safety-critical smart grid systems. Formal methods can cater for the above-mentioned inaccuracies and thus can be very beneficial in analyzing communication protocols used in smart grids. In order to demonstrate the utilization and effectiveness of formal methods in analyzing smart grid routing protocols, we use the UPPAAL model checker to formally model the ZigBee-based routing protocol. We also verify some of its properties, such as, liveness, collision avoidance and deadlock freeness.

Securing SDN-Enabled Smart Power Grids

2022 ◽  
pp. 1028-1046
Author(s):  
Uttam Ghosh ◽  
Pushpita Chatterjee ◽  
Sachin Shetty
Keyword(s):  
Smart Grid ◽  
Smart Grids ◽  
Single Point ◽  
Performance Comparison ◽  
Power Grids ◽  
Smart Power ◽  
Control Center ◽  
Grid Networks ◽  
Result Show ◽  
Sdn Controller

Software-defined networking (SDN) provides flexibility in controlling, managing, and dynamically reconfiguring the distributed heterogeneous smart grid networks. Considerably less attention has been received to provide security in SDN-enabled smart grids. Centralized SDN controller protects smart grid networks against outside attacks only. Furthermore, centralized SDN controller suffers from a single point of compromise and failure which is detrimental to security and reliability. This chapter presents a framework with multiple SDN controllers and security controllers that provides a secure and robust smart grid architecture. The proposed framework deploys a local IDS to provide security in a substation. Whereas a global IDS is deployed to provide security in control center and overall smart grid network, it further verifies the consequences of control-commands issued by SDN controller and SCADA master. Performance comparison and simulation result show that the proposed framework is efficient as compared to existing security frameworks for SDN-enabled smart grids.

scholarly journals Authentication of Smart Grid

Cryptography ◽  
2020 ◽  
pp. 257-276
Author(s):  
Melesio Calderón Muñoz ◽  
Melody Moh
Keyword(s):  
Smart Grid ◽  
Communication Networks ◽  
Smart Grids ◽  
Mesh Networks ◽  
Quantum Computer ◽  
Electrical Power ◽  
Public Key Cryptography ◽  
Power Grids ◽  
Public Key ◽  
Self Healing

The electrical power grid forms the functional foundation of our modern societies, but in the near future our aging electrical infrastructure will not be able to keep pace with our demands. As a result, nations worldwide have started to convert their power grids into smart grids that will have improved communication and control systems. A smart grid will be better able to incorporate new forms of energy generation as well as be self-healing and more reliable. This paper investigates a threat to wireless communication networks from a fully realized quantum computer, and provides a means to avoid this problem in smart grid domains. We discuss and compare the security aspects, the complexities and the performance of authentication using public-key cryptography and using Merkel trees. As a result, we argue for the use of Merkle trees as opposed to public key encryption for authentication of devices in wireless mesh networks (WMN) used in smart grid applications.

scholarly journals Research on the Application of 5G Network Slicing in Smart Grid

2021 ◽  
Vol 2078 (1) ◽  
pp. 012077
Author(s):  
Dongwu ◽  
Zhangtao ◽  
Chenxiaojin ◽  
Zhuhailong ◽  
Pengdili
Keyword(s):  
Smart Grid ◽  
Smart Grids ◽  
High Reliability ◽  
Power Grids ◽  
Stable Operation ◽  
Typical Application ◽  
Network Slicing ◽  
Existing Problems ◽  
5G Network ◽  
Domestic Power

Abstract With the continuous construction and development of domestic power grids, the state has put forward many effective strategies to achieve the effectiveness and durability of energy supply, in order to ensure the stable operation of the power grid and the construction of smart grids. One of the most important components of the smart grid is various communication technologies. 5G network slicing is a typical application of the smart grid, because the wide-area distributed grid has greater requirements for low latency, high reliability and security. And 5G network slicing has the ability to meet its requirements. This paper analyzes the principle of 5G network slicing, analyzes the end-to-end isolation scheme of network slicing and the current smart grid slicing business model and existing problems, and proposes an effective solution for building a smart 5G slicing network.

scholarly journals Social Equity in the Smart Grid

2016 ◽  
Vol 9 (2) ◽  
Author(s):  
D. Patel
Keyword(s):  
Smart Grid ◽  
Distribution System ◽  
Smart Grids ◽  
Social Equity ◽  
The United States ◽  
Power Grids ◽  
Full Potential ◽  
Grid Infrastructure ◽  
Utility Companies ◽  
Advanced Metering

Power grids are under pressure to meet the growing demand for electricity within a stable and sustainable distribution system. These challenges drive the evolution of smart grids. The smart grid involves various forms of technology, specifically advanced metering infrastructure (AMI). Deployment of AMI technologies, by utility companies, is rolling out all over the United States of America (U.S.). However customers have not been using the technologies to its full potential. Engaging communities, particularly lower income communities, to take full advantage of AMI technologies is an important first step in building social equity through the smart grid. Increasing resiliency of the grid infrastructure in these communities provides opportunities for strategic rebuilding, eective carbon drawdown, and opportunities for jobs creation.

scholarly journals An ICT Architecture for Managed Charging of Electric Vehicles in Smart Grid Environments

2013 ◽  
Vol 2013 ◽  
pp. 1-11 ◽  
Author(s):  
S. Bohn ◽  
M. Agsten ◽  
O. Waldhorst ◽  
A. Mitschele-Thiel ◽  
D. Westermann ◽  
...  
Keyword(s):  
Smart Grid ◽  
Electric Vehicles ◽  
Power Distribution ◽  
Smart Grids ◽  
Power Grids ◽  
Distribution Grid ◽  
Grid Environments ◽  
Information And Communication ◽  
Increasing Demand ◽  
Near Future

Growing shortage of fossil resources and an increasing demand of individual mobility worldwide require technology alternatives to existing mobility solutions. Electric vehicles (EVs) as one possible solution have moved into the focus of research and development. To maximize the positive environmental effect of EVs, it is proposed to charge them with respect to the availability of renewable energies. As the number of EVs will grow in the near future, their impact on the power distribution grid is no longer neglectable. Related research shows that unmanaged charging of EVs could result in overload situations or voltage instabilities. To overcome this, methods are proposed to manage the charging process holistically. Herein EVs become substantial elements of intelligent power grids (Smart Grids). As of today, research in the area of Smart Grids focuses mainly on either energy aspects or communication aspects while neglecting the interoperability of energy and communication related aspects. In this paper, an insight into Information and Communication Technology (ICT) aspects with respect to Managed Charging of EVs in Smart Grid environments will be given. Based on the use case of Managed Charging, requirements will be analyzed, results will be derived, and ICT solutions will be proposed with a set of recommendations for Smart Grid architectures.

scholarly journals Scale Prototype Ring Main Unit for the Measurement and Control of Nodes in a Smart Grid

2018 ◽  
Vol 14 (26) ◽  
pp. 113-124
Author(s):  
Diego Alejandro Patino ◽  
Andres Eduardo Nieto Vallejo
Keyword(s):  
Smart Grid ◽  
Electric Power ◽  
Smart Grids ◽  
Power Grids ◽  
Self Healing ◽  
Terminal Unit ◽  
Remote Terminal ◽  
Remote Terminal Unit ◽  
Electric Power Grids ◽  
Measurement And Control

Smart grids are playing a key role in modern electric power grids, improving load control, assuring safer operations and collecting valuable information of the electrical conditions of the grid. In a smart grid, a RTU (Remote Terminal Unit) is a device that is able to measure the electric variables of the grid and sends all the information to a MTU (Master Terminal Unit), which is responsible of controlling the operations of the grid. RMU (Ring Main Unit) devices are used in electric power grids to protect loads and to disconnect them in case of failure to prevent damage. This article presents the design of a special RMU capable of measuring voltage, current and frequency, detecting electric faults, and making automatic self-healing in order to manage the flow of energy in the smart grid to guarantee energy supply to the critical loads (hospitals). The RMU devices were installed on a scaled smart grid in order to show its operation capabilities.

Authentication of Smart Grid

2016 ◽  
pp. 117-136
Author(s):  
Melesio Calderón Muñoz ◽  
Melody Moh
Keyword(s):  
Smart Grid ◽  
Communication Networks ◽  
Smart Grids ◽  
Mesh Networks ◽  
Quantum Computer ◽  
Electrical Power ◽  
Public Key Cryptography ◽  
Power Grids ◽  
Public Key ◽  
Self Healing

The electrical power grid forms the functional foundation of our modern societies, but in the near future our aging electrical infrastructure will not be able to keep pace with our demands. As a result, nations worldwide have started to convert their power grids into smart grids that will have improved communication and control systems. A smart grid will be better able to incorporate new forms of energy generation as well as be self-healing and more reliable. This paper investigates a threat to wireless communication networks from a fully realized quantum computer, and provides a means to avoid this problem in smart grid domains. We discuss and compare the security aspects, the complexities and the performance of authentication using public-key cryptography and using Merkel trees. As a result, we argue for the use of Merkle trees as opposed to public key encryption for authentication of devices in wireless mesh networks (WMN) used in smart grid applications.

Survey of Big Data Role in Smart Grids: Definitions, Applications, Challenges, and Solutions

2018 ◽  
Vol 12 (1) ◽  
pp. 86-97 ◽  
Author(s):  
Mahmoud Ghofrani ◽  
Andrew Steeble ◽  
Christopher Barrett ◽  
Iman Daneshnia
Keyword(s):  
Big Data ◽  
Smart Grid ◽  
Smart Grids ◽  
Power Grids ◽  
Time Data ◽  
Smart Meters ◽  
Communication Devices ◽  
Big Data Technologies ◽  
Big Data Application ◽  
Real Time Data Processing

Objective:This paper provides a literature review on smart grids and big data. Smart grid refers to technologies used to modernize the energy delivery of traditional power grids, using intelligent devices and big data technologies.Methods:The modernization is performed by deploying equipment such as sensors, smart meters, and communication devices, and by invoking procedures such as real-time data processing and big data analysis. A large volume of data with high velocity and diverse variety are generated in a smart grid environment.Conclusion:This paper presents definitions and background of smart grid and big data. Current studies and research developments of big data application in smart grids are also introduced. Additionally, big data challenges in smart grid systems such as security and data quality are discussed.

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