Core Concepts and Methods in Load Forecasting: With Applications in Distribution Networks - Brossura

Haben, Stephen; Voss, Marcus; Holderbaum, William

Brossura

ISBN 10: 3031278534 ISBN 13: 9783031278532

Casa editrice: Springer, 2023

Riassunto

This comprehensive open access book enables readers to discover the essential techniques for load forecasting in electricity networks, particularly for active distribution networks.

From statistical methods to deep learning and probabilistic approaches, the book covers a wide range of techniques and includes real-world applications and a worked examples using actual electricity data (including an example implemented through shared code). Advanced topics for further research are also included, as well as a detailed appendix on where to find data and additional reading. As the smart grid and low carbon economy continue to evolve, the proper development of forecasting methods is vital.

This book is a must-read for students, industry professionals, and anyone interested in forecasting for smart control applications, demand-side response, energy markets, and renewable utilization.

 

Dettagli dell?edizione

• Editore: Springer
• Data di pubblicazione: 2023
• Lingua: Inglese
• ISBN 10: 3031278534
• ISBN 13: 9783031278532
• Rilegatura: Copertina flessibile
• Numero di pagine: 348
• Contatto del produttore: non disponibile