Complexity reduction in fuzzy modeling of fan-coil unit of HVAC system

摘要

In this paper, methods based on similarity analysis that can be applied to fuzzy models in order to obtain models of reduced complexity and qualitative properties depending on the purpose of the modeling exercise have been presented. The application of fuzzy modeling technique to fan-coil unit of an HVAC system has shown that the originally obtained model can be strongly reduced, allowing for qualitative interpretation, and faster computations, without deteriorating the prediction accuracy.