Lighting Load Profile Prediction Using ANFIS and Neural Network

Lighting Load Profile Prediction Using ANFIS and Neural Network

Lighting Profile Development

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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 le...