Dimensioning the heating system for residential buildings using neural networks

This paper is focused on the development of a neural solution to the residential buildings' heating design. Basically it is about a large and complex design formula which we propose to compute employing a Multilayer Perceptron. The experimental results presented in the fourth section prove neur...

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Bibliographic Details
Published in11th Symposium on Neural Network Applications in Electrical Engineering pp. 265 - 267
Main Authors Lacrama, D. L., Pintea, F. A., Karnyanszky, M. T.
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.09.2012
Subjects
Floors
Heating Systems Design
Neural Networks
Space heating
Thermal resistance
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Summary:This paper is focused on the development of a neural solution to the residential buildings' heating design. Basically it is about a large and complex design formula which we propose to compute employing a Multilayer Perceptron. The experimental results presented in the fourth section prove neural network can be a good design tool in this area.
ISBN:9781467315692
1467315699
DOI:10.1109/NEUREL.2012.6420032