Title :
Adaptive fuzzy control of thermal comfort in smart houses
Author :
Walek, Bogdan ; Zacek, Jaroslav ; Janosek, Michal ; Farana, Radim
Author_Institution :
Dept. of Inf. & Comput., Univ. of Ostrava, Ostrava, Czech Republic
Abstract :
This paper deals with an adaptive fuzzy mechanism for heating control in smart houses. A fuzzy approach is connected with an expert system and considers various input data which can enter the system. The proposed adaptive mechanism adjusts the thermal comfort rate based on the input data and IF-THEN rules. The knowledge base of the expert system is created based on input data and it is possible to extend it to other possible input values. The proposed adaptive mechanism is demonstrated on a particular example.
Keywords :
adaptive control; control engineering computing; expert systems; fuzzy control; home automation; home computing; space heating; IF-THEN rules; adaptive fuzzy control mechanism; expert system; heating control; input data; smart houses; thermal comfort rate; Adaptation models; Expert systems; Temperature measurement; Water heating; adaptive; expert system; fuzzy; fuzzy control; smart house; thermal comfort;
Conference_Titel :
Control Conference (ICCC), 2014 15th International Carpathian
Conference_Location :
Velke Karlovice
Print_ISBN :
978-1-4799-3527-7
DOI :
10.1109/CarpathianCC.2014.6843690