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Smart Energy and Electric Power Systems: Current Trends and New Intelligent Perspectives

Smart Energy and Electric Power Systems: Current Trends and New Intelligent Perspectives

Paperback

Technology & Engineering

ISBN10: 0323916643
ISBN13: 9780323916646
Publisher: Elsevier
Published: Sep 30 2022
Pages: 226
Weight: 0.68
Height: 0.48 Width: 6.00 Depth: 9.00
Language: English

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.

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Technology & Engineering