Load forecasting techniques and their applications in smart grids
The growing success of smart grids (SGs) is driving increased interest in load forecasting
(LF) as accurate predictions of energy demand are crucial for ensuring the reliability …
(LF) as accurate predictions of energy demand are crucial for ensuring the reliability …
Review of the data-driven methods for electricity fraud detection in smart metering systems
In smart grids, homes are equipped with smart meters (SMs) to monitor electricity
consumption and report fine-grained readings to electric utility companies for billing and …
consumption and report fine-grained readings to electric utility companies for billing and …
[HTML][HTML] Systematic survey of advanced metering infrastructure security: Vulnerabilities, attacks, countermeasures, and future vision
There is a paradigm shift from traditional power distribution systems to smart grids (SGs) due
to advances in information and communication technology. An advanced metering …
to advances in information and communication technology. An advanced metering …
Data privacy preservation and security in smart metering systems
Smart meters (SMs) can play a key role in monitoring vital aspects of different applications
such as smart grids (SG), alternative currents (AC) optimal power flows, adversarial training …
such as smart grids (SG), alternative currents (AC) optimal power flows, adversarial training …
Privacy-preserving and communication-efficient energy prediction scheme based on federated learning for smart grids
MM Badr, MMEA Mahmoud, Y Fang… - IEEE Internet of …, 2023 - ieeexplore.ieee.org
Energy forecasting is important because it enables infrastructure planning and power
dispatching while reducing power outages and equipment failures. It is well-known that …
dispatching while reducing power outages and equipment failures. It is well-known that …
A novel evasion attack against global electricity theft detectors and a countermeasure
MM Badr, MMEA Mahmoud, M Abdulaal… - IEEE Internet of …, 2023 - ieeexplore.ieee.org
The smart grid advanced metering infrastructure (AMI) is vulnerable to electricity theft cyber-
attacks in which malicious smart meters report low readings to reduce the consumers' bills …
attacks in which malicious smart meters report low readings to reduce the consumers' bills …
A comprehensive review on blockchains for Internet of Vehicles: Challenges and directions
Abstract Internet of Vehicles (IoVs) consists of smart vehicles, Autonomous Vehicles (AVs)
as well as roadside units (RSUs) that communicate wirelessly to provide enhanced …
as well as roadside units (RSUs) that communicate wirelessly to provide enhanced …
Electricity-theft detection for change-and-transmit advanced metering infrastructure
MI Ibrahem, MMEA Mahmoud… - IEEE Internet of …, 2022 - ieeexplore.ieee.org
The periodic transmission of the customers' power consumption readings in the advanced
metering infrastructure (AMI) is essential for energy management and billing. To collect the …
metering infrastructure (AMI) is essential for energy management and billing. To collect the …
A survey on key management and authentication approaches in smart metering systems
The implementation of the smart grid (SG) and cyber-physical systems (CPS) greatly
enhances the safety, reliability, and efficiency of energy production and distribution. Smart …
enhances the safety, reliability, and efficiency of energy production and distribution. Smart …
Detection of false-reading attacks in smart grid net-metering system
MM Badr, MI Ibrahem, M Mahmoud… - IEEE Internet of …, 2021 - ieeexplore.ieee.org
In the smart grid, malicious customers may compromise their smart meters (SMs) to report
false readings to achieve financial gains illegally. This causes hefty financial losses to the …
false readings to achieve financial gains illegally. This causes hefty financial losses to the …