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Core Concepts and Methods in Load Forecasting

von Marcus Voss, Stephen Haben und William Holderbaum
Hardcover - 9783031278518
42,79 €
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Softcover - 9783031278549
42,79 €

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Weitere Formate

Softcover - 9783031278549
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Beschreibung

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.

 


With Applications in Distribution Networks

With Applications in Distribution Networks

Details

Verlag Springer International Publishing
Ersterscheinung 01. Mai 2023
Maße 23.5 cm x 15.5 cm
Gewicht 751 Gramm
Format Hardcover
ISBN-13 9783031278518
Seiten 331

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