Name: Advanced Methods of Power Load Forecasting
SKU: 56772363
Price: 1735.00 TWD
Availability: InStock
Author: García-Díaz, J. Carlos ; Trull, Óscar
ISBN: 9783036542188

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portada Advanced Methods of Power Load Forecasting

Advanced Methods of Power Load Forecasting

Type

Physical Book

Publisher

Mdpi AG

Author

García-Díaz, J. Carlos ; Trull, Óscar

Language

English

Pages

128

Format

Hardcover

Dimensions

24.4x17x1.3 cm

Weight

0.48 kg.

ISBN13

9783036542188

Synopsis "Advanced Methods of Power Load Forecasting"

This reprint introduces advanced prediction models focused on power load forecasting. Models based on artificial intelligence and more traditional approaches are shown, demonstrating the real possibilities of use to improve prediction in this field. Models of LSTM neural networks, LSTM networks with a SESDA architecture, in even LSTM-CNN are used. On the other hand, multiple seasonal Holt-Winters models with discrete seasonality and the application of the Prophet method to demand forecasting are presented. These models are applied in different circumstances and show highly positive results. This reprint is intended for both researchers related to energy management and those related to forecasting, especially power load.

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Advanced Methods of Power Load Forecasting - García-Díaz, J. Carlos ; Trull, Óscar

Synopsis "Advanced Methods of Power Load Forecasting"

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