Smart energy and electric power systems : current trends and new intelligent perspectives /: current trends and new intelligent perspectives. (2022)

• Record Type: Book
• Further Information: Note: Edited by Sanjeevikumar Padmanaban, Jens Bo Holm-Nielsen, Kayal Padmanandam, Rajesh Kumar Dhanaraj, Balamurugan Balusamy.
• Editors: Sanjeevikumar, Padmanaban, 1978-; Holm-Nielsen, Jens Bo; Padmanandam, Kayal; Dhanaraj, Rajesh Kumar; Balusamy, Balamurugan
• Contents: 1. Introduction: Artificial intelligence and Smart Power Systems; 2. Integrated Architecture of Machine Learning and Smart Power System; 3. Challenges and issues in Power Systems; 4. Load shedding and related techniques to solve the power crisis; 5. ML in distributed energy resources and prosumers market; 6. ML-based electricity demand prediction; 7. Applying ML to determine the power outage; 8. Predictive and Prescriptive analytics for component fault detection; 9. Balancing demand and supply of electricity with machine learning; 10. Preventive care of grid hardware with anomaly detection; 11. AI-based Smart feeder monitoring system; 12. Algorithms for buss loss and reliability indices calculations; 13. ML-based security solutions to protect smart power systems; 14. Cyber-attacks, security data detection, and critical loads in the power systems; 15. Integration of AI/ML into the energy sector: Case Studies
• Publisher Details: Amsterdam : Elsevier
• Publication Date: 2022
• Extent: 1 online resource, illustrations
• Subjects: 621.310285631; Electric power systems -- Automatic control; Machine learning
• Languages: English
• ISBNs: 9780323916851
• Related ISBNs: 9780323916646
• Notes: Note: Description based on CIP data; resource not viewed.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.