Availability augmentation of smart grid systems using Markovian approach and nature inspired algorithms

Abstract The present study focuses on the optimization of availability in smart grid systems by integrating stochastic modeling and hybrid nature-inspired algorithms. For this purpose, a novel stochastic model of smart grid systems, comprising seven subsystems under various redundancy strategies, is...

Ausführliche Beschreibung

Bibliografische Detailangaben

Hauptverfasser:	Riya Agrawal, Monika Saini, Ashish Kumar
Format:	Artigo
Sprache:	Inglês
Veröffentlicht:	Nature Portfolio 2026-05-01
Schriftenreihe:	Scientific Reports
Schlagworte:	Smart grid system Markov birth–death process Availability Nature inspired algorithms Monte carlo simulation
Online-Zugang:	https://doi.org/10.1038/s41598-026-51378-1
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