Core Concepts and Methods in Load Forecasting : With Applications in Distribution Networks
2023 ed.
Book Details
Format
Hardback or Cased Book
ISBN-10
3031278518
ISBN-13
9783031278518
Edition
2023 ed.
Publisher
Springer International Publishing AG
Imprint
Springer International Publishing AG
Country of Manufacture
GB
Country of Publication
GB
Publication Date
May 1st, 2023
Print length
331 Pages
Weight
732 grams
Dimensions
24.30 x 16.20 x 2.30 cms
Product Classification:
Probability & statisticsStochasticsElectrical engineeringPower generation & distribution
Ksh 8,100.00
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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.
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