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Smart Energy and Electric Power Systems

Current Trends and New Intelligent Perspectives

Balamurugan Balusamy editor Rajesh Kumar Dhanaraj editor Sanjeevikumar Padmanaban editor Jens Bo Holm-Nielsen editor Kayal Padmanandam editor

Format:Paperback

Publisher:Elsevier - Health Sciences Division

Published:23rd Sep '22

Should be back in stock very soon

Smart Energy and Electric Power Systems cover

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.

ISBN: 9780323916646

Dimensions: unknown

Weight: 360g

226 pages