Lighting Load Profile Prediction Using ANFIS and Neural Network

Name: Lighting Load Profile Prediction Using ANFIS and Neural Network
Brand: LAP Lambert Academic Publishing
SKU: 9783659892868
Price: 310.65 RON
Availability: InStock

Lighting Profile Development

Autor: Tiisetso Mafolo, Olawale Popoola

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Legare: Carte broșată

Editura: LAP Lambert Academic Publishing

Disponibilitate: În depozitul extern

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310.65 lei

Lighting Load pattern in residential buildings varies from home to home due to non-linearity in usag...

Informații despre carte

Autor

Tiisetso Mafolo, Olawale Popoola

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2016

Pagini

176

EAN

9783659892868

ISBN

3659892866

Enbook ID

13709165

Editura

LAP Lambert Academic Publishing

Greutate

278

Dimensiuni

150 x 220 x 11

Descriere completă

Lighting Load pattern in residential buildings varies from home to home due to non-linearity in usage patterns at specific time of use. The uncertainty associated with lighting usage which may be linked to behavioral issue needs a better understanding and analysis (variable factors included) approach instead of assumption for improved lighting demand profile development and prediction. Neural Network and Adaptive Neuro Fuzzy Inference System (ANFIS) are the proposed methodologies applied in this book. The characteristics variables considered are active occupancy, natural lighting and income level. The resultant outputs achieved using the two techniques separately showed that ANFIS prediction are much closer to the actual values as compared to neural network for most of the time of use within the 24 hour period due to its reasoning capability. However,the combined effect of the two methodologies gives a better optimal prediction value in comparison with the actual value over the 24-hour interval period.

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Lighting Load Profile Prediction Using ANFIS and Neural Network

Lighting Profile Development

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Descriere completă

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