An Early Stage Failure Prediction Mechanism in Smart Grid Networks
IET Cyber-Physical Systems: Theory &Applications, Volume 10, Issue 1, January/December 2025.In this paper, we propose a novel early‐stage failure prediction (ESFP) mechanism that applies ML algorithms to enhance the security of smart grid systems. We use a realistic model to generate a dataset for training ML algorithms and develop a mechanism to predict the state of a system's components in the early stages before failures propagate in the ...
Ali Salehpour +3 more
wiley +1 more source
, 2016 International audienceSmart grids are expected to increase efficiency, reliability and sustainability of future energy usage. Employing state-of-the-art information and communication technologies, within power grids, is defining for smart grids ...
Besanger, Yvon +2 more
core +2 more sources
A Comprehensive Review of Solar Panel Performance Degradation and Adaptive Mitigation Strategies
IET Control Theory &Applications, Volume 19, Issue 1, January/December 2025.Promote key factors affecting the performance of photovoltaic (PV) systems. Explore feasible adaptive solutions to mitigate or restore the performance degradation of PV systems. Integrates a technical framework compliant with the IEC 61850 standard.
Haoyu Yang +2 more
wiley +1 more source
Comparative Reliability Analysis of Substation Automation Architecture Based on IEC 61850 Standard [PDF]
Journal of Electrical and Computer Engineering Innovations, 2016 Using IEC 61850 standard would increase the reliability and availability of electricity network and put a huge impact on network automation. Even though much research works has been done in substation system reliability, there is a few works in automated
A. Mokari-Bolhasan +1 more
doaj
Real-time compression of IEC 61869-9 sampled value data [PDF]
, 2016 Fast-acting, yet cost-effective, communications is critical for smarter grid monitoring, protection, and control. This paper demonstrates a new approach for the real-time compression of Sampled Value (SV) data based on the IEC 61869-9 recommendations ...
Blair, Steven M. +2 more
core +1 more source
SysGRID: IEC 61850 and IEC 61499 Standard Based Engineering Tool for Smart Grid Automation Design
EAI Endorsed Transactions on Energy Web, 2014 The so called Smart Grid is said to be distributed in nature with an accompanying control architecture which is made up of a heterogeneous network of controllers communicating in a peer-to-peer manner.
Chen-Wei Yang +2 more
doaj +1 more source
Validating secure and reliable IP/MPLS communications for current differential protection [PDF]
, 2016 Current differential protection has stringent real-time communications requirements and it is critical that protection traffic is transmitted securely, i.e., by using appropriate data authentication and encryption methods.
Blair, S.M. +6 more
core +1 more source
Semantic Interoperability between IEC 61850 and oneM2M for IoT-Enabled Smart Grids. [PDF]
Sensors (Basel), 2021 Cavalieri S.
europepmc +1 more source
The emerging communication architecture in electrical energy supply and its implications [PDF]
, 2006 In the course of liberalisation of the electrical energy market, the pressure on the utilities to reduce their investment and maintenance costs is increasing.
Handschin, E. +3 more
core
Application of MPLS-TP for transporting power system protection data [PDF]
, 2016 Power utilities are increasingly dependent on the use of communications networks. These networks are evolving to be packet-based, rather than using conventional Time-Division Multiplexing (TDM) technologies.
Blair, Steven M. +3 more
core +1 more source