A method of controlling an occupant microclimate system includes determining vehicle environmental conditions, determining occupant personal parameters, predicting a multiple of occupant thermal comfort values based upon at least the environmental conditions, cabin temperature data, and occupant personal parameters. The predicting is performed using a multiple of different machine learning algorithm relationships to provide the multiple of occupant thermal comfort values, evaluating the multiple of occupant thermal comfort values using a voting classifier to provide an estimated occupant thermal comfort, and regulating at least one thermal effector based upon the estimated occupant thermal comfort.
MACHINE LEARNING ALGORITHM FOR CONTROLLING THERMAL COMFORT
2023-03-30
Patent
Elektronische Ressource
Englisch
IPC: | B60H ARRANGEMENTS OR ADAPTATIONS OF HEATING, COOLING, VENTILATING, OR OTHER AIR-TREATING DEVICES SPECIALLY FOR PASSENGER OR GOODS SPACES OF VEHICLES , Anordnung oder Einbau der Heizung, Kühlung, Lüftung oder anderer Luftbehandlungsvorrichtungen für die Fahrzeugräume für Reisende oder Fracht / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen |
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