Bianchi, Filippo Maria
Recurrent Neural Networks for Short-Term Load Forecasting
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)
- Bianchi, Filippo Maria
- Jenssen, Robert
- Kampffmeyer, Michael C.
- Maiorino, Enrico
- Rizzi, Antonello
- Publisher
- Springer
- Publication year
- 2017
- Language
- en
- Edition
- 1
- Series
- SpringerBriefs in Computer Science
- Page amount
- 9 pages
- Category
- Information Technology, Telecommunications
- Format
- Ebook
- eISBN (PDF)
- 9783319703381
- Printed ISBN
- 978-3-319-70337-4
