{"product_id":"core-concepts-and-methods-in-load-forecasting-with-applications-in-distribution-networks-9783031278518","title":"Core Concepts and Methods in Load Forecasting: With Applications in Distribution Networks","description":"\u003cb\u003eBook Synopsis\u003c\/b\u003e\u003cbr\u003e\u003cp\u003eThis comprehensive open access book enables readers to discover the essential techniques for load forecasting in electricity networks, particularly for active distribution networks.\u003c\/p\u003e\u003cp\u003eFrom 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.\u003c\/p\u003e\u003cp\u003e \u003c\/p\u003eThis 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.\u003cp\u003e\u003c\/p\u003e  \u003cp\u003e \u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eTable of Contents\u003c\/b\u003e\u003cbr\u003e\u003cp\u003eChapter 1. Introduction.- Chapter 2. Primer on Distribution Electricity Networks.- Chapter 3. Primer on Statistics and Probability.- Chapter 4. Primer on Machine Learning.- Chapter 5. Time Series Forecasting: Core Concepts and Definitions.- Chapter 6. Load Data: Preparation, Analysis and Feature Generation.- Chapter 7. Verification and Evaluation of Load Forecast Models.- Chapter 8. Load Forecasting Model Training and Selection.- Chapter 9. Benchmark and Statistical Point Forecast Methods.- Chapter 10. Machine Learning Point Forecasts Methods.- Chapter 11. Probabilistic Forecast Methods.- Chapter 12. Load Forecast Process.- Chapter 13. Advanced and Additional Topics.- Chapter 14. Case Study: Low Voltage Demand Forecasts.- Chapter 15. Selected Applications and Examples.- Appendix.\u003c\/p\u003e","brand":"Springer International Publishing AG","offers":[{"title":"Default Title","offer_id":51771991949655,"sku":"9783031278518","price":40.49,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0817\/1739\/5799\/files\/9783031278518.jpg?v=1758729841","url":"https:\/\/bookcurl.com\/products\/core-concepts-and-methods-in-load-forecasting-with-applications-in-distribution-networks-9783031278518","provider":"Book Curl","version":"1.0","type":"link"}