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Smart Energy and Electric Power Systems - Current Trends and New Intelligent Perspectives (Paperback)
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Smart Energy and Electric Power Systems - Current Trends and New Intelligent Perspectives (Paperback)
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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.
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