Artificial neural network

Authors
Ing. Miloš Křivan
Ing. Michal Ptáček, Ph.D.
doc. Ing. Petr Toman, Ph.D.
Result type
software
Description

Deep learning multi-layer perceptron artificial neural network designed for short-term load prediction.

Internal identifier: ANN1.0

Architektura DMP
Fig. 1 – Architecture of DMP

 

Dialogové boxy pro zadání parametrů sítě
Fig. 2 – Network Parameters Dialog Boxes of MLP

 

Průběh chyby funkce sítě během jejího učení
Fig. 3 – Progress of Network Function Error of MLP

 

Identifikace typových denních diagramů
Fig. 4 – Kohonen’s Map of SOM

 

Parameters:
64-bit dll file executable under the operation system Windows 7 and higher. Savings achieved by network load prediction.

License conditions:
Non-exclusive licence is provided in terms of a licence agreement.

Acknowledgement:
Authors gratefully acknowledge financial support from the Technology Agency of the Czech Republic under project No. TK01020070.

TAČR

 

Keywords
Multi-layer perceptron; Back-propagation; Deep learning