Téléchargez le livre : Smart Energy and Electric Power Systems

Smart Energy and Electric Power Systems

Current Trends and New Intelligent Perspectives

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Éditeur :

Elsevier


Paru le : 2022-09-17



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Description

Smart Energy and Electric Power Systems: Current Trends and New Intelligent Perspectives reviews key applications of intelligent algorithms and machine learning techniques to increasingly complex and data-driven power systems with distributed energy resources to enable evidence-driven decision-making and mitigate catastrophic power shortages. The book reviews foundations towards the integration of machine learning and smart power systems before addressing key challenges and issues. The work then explores AI- and ML-informed techniques to rebalancing of supply and demand. Methods discussed include distributed energy resources and prosumer markets, electricity demand prediction, component fault detection, and load balancing.
Security solutions are introduced, along with potential solutions to cyberattacks, security data detection and critical loads in power systems. The work closes with a lengthy discussion, informed by case studies, on integrating AI and ML into the modern energy sector. Helps improve the prediction capability of AI algorithms to make evidence-based decisions in the smart supply of electricity, including load shedding Focuses on how to integrate AI and ML into the energy sector in the real-world, with many chapters accompanied by case studies Addresses a number of proven AI and ML- informed techniques in rebalancing supply and demand

Elsevier Science & Technology
Pages
226 pages
Collection
n.c
Parution
2022-09-17
Marque
Elsevier
EAN papier
9780323916646
EAN PDF
9780323916851
Informations sur l'ebook
Nombre pages copiables
22
Nombre pages imprimables
22
Taille du fichier
4116 Ko
Ce livre est accessible aux handicaps Voir les informations sur l'accessibilité
Prix
138,20 €
EAN EPUB SANS DRM
9780323916851
Informations sur l'ebook
Ce livre est accessible aux handicaps Voir les informations sur l'accessibilité
Prix
138,20 €

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