EAN: 9783031278549

CORE CONCEPTS AND METHODS IN LOAD FORECASTING -...

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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