Intrusion Detection System in the Advanced Metering Infrastructure: A Cross-Layer Feature-Fusion CNN-LSTM-Based Approach. [PDF]
Sensors (Basel), 2021 Among the key components of a smart grid, advanced metering infrastructure (AMI) has become the preferred target for network intrusion due to its bidirectional communication and Internet connection. Intrusion detection systems (IDSs) can monitor abnormal
Yao R, Wang N, Liu Z, Chen P, Sheng X.
europepmc +4 more sources
A Data Analytics/Big Data Framework for Advanced Metering Infrastructure Data [PDF]
Sensors, 2021 The Advanced Metering Infrastructure (AMI) data represent a source of information in real time not only about electricity consumption but also as an indicator of other social, demographic, and economic dynamics within a city.
Jenniffer S. Guerrero-Prado +2 more
doaj +3 more sources
Lightweight Payload Encryption-Based Authentication Scheme for Advanced Metering Infrastructure Sensor Networks [PDF]
Sensors, 2022 The Internet of Things (IoT) connects billions of sensors to share and collect data at any time and place. The Advanced Metering Infrastructure (AMI) is one of the most important IoT applications.
Nasr Abosata +2 more
doaj +3 more sources
Communication System Design for an Advanced Metering Infrastructure [PDF]
Sensors, 2018 This paper primarily deals with the design of an Information and Control Technology (ICT) network for an advanced metering infrastructure (AMI) on the IEEE 34 node radial distribution network.
Ricardo Siqueira de Carvalho +4 more
doaj +5 more sources
Broadband PLC for Clustered Advanced Metering Infrastructure (AMI) Architecture [PDF]
Energies, 2016 Advanced metering infrastructure (AMI) subsystems monitor and control energy distribution through exchange of information between smart meters and utility networks.
Augustine Ikpehai +2 more
doaj +7 more sources
FedAvg-P: Performance-Based Hierarchical Federated Learning-Based Anomaly Detection System Aggregation Strategy for Advanced Metering Infrastructure. [PDF]
Sensors (Basel)Advanced metering infrastructures (AMIs) aim to enhance the efficiency, reliability, and stability of electrical systems while offering advanced functionality.
Alshede H +4 more
europepmc +2 more sources
Ensemble learning approach for advanced metering infrastructure in future smart grids. [PDF]
PLoS ONE, 2023 Typically, load forecasting models are trained in an offline setting and then used to generate predictions in an online setting. However, this approach, known as batch learning, is limited in its ability to integrate new load information that becomes ...
Muhammad Irfan +10 more
doaj +2 more sources
Advanced Metering Infrastructure
International Journal For Multidisciplinary ResearchAdvanced Metering Infrastructure (AMI) combines various technologies so as to provide smart connection between customers and electrical power suppliers. AMI will give customers information about their electrical power usage which will be helpful to them ...
Vic Ding
semanticscholar +3 more sources
A Blockchain-Enabled Distributed Advanced Metering Infrastructure Secure Communication (BC-AMI)
Applied Sciences, 2022 The world is facing an urgent need to provide secure communication and data access control in advanced metering infrastructure (AMI) because conventional cryptographic key management and authentication protocols are at stake.
Nahida Islam +4 more
doaj +2 more sources
An Adaptive Network Design for Advanced Metering Infrastructure in a Smart Grid [PDF]
Sensors, 2022 A smart grid is a next-generation intelligent power grid that can maximize energy efficiency by monitoring power information in real time and by controlling the flow of power by introducing IT communication technology to the existing power grid. In order
Jin-Woo Kim, Jaehee Kim, Jaeho Lee
doaj +2 more sources