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Bianchi, Filippo Maria

Recurrent Neural Networks for Short-Term Load Forecasting

Bianchi, Filippo Maria - Recurrent Neural Networks for Short-Term Load Forecasting, ebook

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ISBN: 9783319703381
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Table of contents

1. Introduction
Filippo Maria Bianchi, Enrico Maiorino, Michael C. Kampffmeyer, Antonello Rizzi, Robert Jenssen

2. Properties and Training in Recurrent NeuralNetworks
Filippo Maria Bianchi, Enrico Maiorino, Michael C. Kampffmeyer, Antonello Rizzi, Robert Jenssen

3. Recurrent Neural Network Architectures
Filippo Maria Bianchi, Enrico Maiorino, Michael C. Kampffmeyer, Antonello Rizzi, Robert Jenssen

4. Other Recurrent Neural Networks Models
Filippo Maria Bianchi, Enrico Maiorino, Michael C. Kampffmeyer, Antonello Rizzi, Robert Jenssen

5. Synthetic Time Series
Filippo Maria Bianchi, Enrico Maiorino, Michael C. Kampffmeyer, Antonello Rizzi, Robert Jenssen

6. Real-World Load Time Series
Filippo Maria Bianchi, Enrico Maiorino, Michael C. Kampffmeyer, Antonello Rizzi, Robert Jenssen

7. Experiments
Filippo Maria Bianchi, Enrico Maiorino, Michael C. Kampffmeyer, Antonello Rizzi, Robert Jenssen

8. Conclusions
Filippo Maria Bianchi, Enrico Maiorino, Michael C. Kampffmeyer, Antonello Rizzi, Robert Jenssen

Keywords: Computer Science, Artificial Intelligence (incl. Robotics), System Performance and Evaluation, Power Electronics, Electrical Machines and Networks, Energy Efficiency, Performance and Reliability

Author(s)
 
 
 
 
Publisher
Springer
Publication year
2017
Language
en
Edition
1
Series
SpringerBriefs in Computer Science
Category
Information Technology, Telecommunications
Format
Ebook
eISBN (PDF)
9783319703381
Printed ISBN
978-3-319-70337-4

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