학술논문

Prediction of building thermal performance using fuzzy decision support system
Document Type
Conference
Source
Proceedings of 1995 IEEE International Conference on Fuzzy Systems. Fuzzy systems Fuzzy Systems, 1995. International Joint Conference of the Fourth IEEE International Conference on Fuzzy Systems and The Second International Fuzzy Engineering Symposium., Proceedings of 1995 IEEE Int. 1:225-232 vol.1 1995
Subject
Computing and Processing
Fuzzy systems
Decision support systems
Control systems
Heating
Fuzzy logic
Decision making
Temperature control
Telecommunication control
Air conditioning
Solar radiation
Language
Abstract
An approach to predicting building thermal performance by means of a fuzzy decision support system (FDSS) is proposed in this paper. The following factors are considered for prediction purposes: indoor and outdoor air temperatures, solar radiation, internal gains, wind speed, time (hour and date). A decomposition of a building heat flow into seven (7) components is proposed and respective partial knowledge bases are created for the prediction of the building performance or the control and diagnostics of heating, ventilating and air conditioning (HVAC) systems. The simulation results show that the presented method seems to be promising.ETX