caa a22 4500 605470022 CHVBK 20210128100325.0 cr unu---uuuuu 210128e20150401xx s 000 0 eng 10.1007/s00500-014-1431-5 doi (NATIONALLICENCE)springer-10.1007/s00500-014-1431-5 Study on application of a neuro-fuzzy models in air conditioning systems [Elektronische Daten] [Herbert Costa, Alessandro La Neve] In this paper, we present the application of neuro-fuzzy system—ANFIS for air conditioning systems to reduce electricity consumption. The current buildings have automation systems that provide data on lighting, electrical system, air conditioning system, etc. We studied the air conditioning system, in particular, to reduce energy consumption as air conditioning has a high consumption value. Our main goal in this study is the application of neuro-fuzzy system—ANFIS with the adjustment of the rules made by a decision tree—CART algorithm in air conditioning system. We compared the results of the application of the ANFIS-CART system with the application of PID controllers and fuzzy control system for a central air conditioning. Springer-Verlag Berlin Heidelberg, 2014 Costa Herbert Department of Computer Science, Centro Universitário da FEI, São Paulo, Brazil aut La Neve Alessandro Department of Electrical Engineering, Centro Universitário da FEI, São Paulo, Brazil aut Soft Computing Springer Berlin Heidelberg 19/4(2015-04-01), 929-937 1432-7643 19:4<929 2015 19 500 https://doi.org/10.1007/s00500-014-1431-5 text/html Onlinezugriff via DOI BK010053 XK010053 XK010000 Metadata rights reserved Springer special CC-BY-NC licence nationallicence 1 research-article jats NATIONALLICENCE NATIONALLICENCE NL-springer NATIONALLICENCE 856 40 https://doi.org/10.1007/s00500-014-1431-5 text/html Onlinezugriff via DOI NATIONALLICENCE 700 1- Costa Herbert Department of Computer Science, Centro Universitário da FEI, São Paulo, Brazil aut NATIONALLICENCE 700 1- La Neve Alessandro Department of Electrical Engineering, Centro Universitário da FEI, São Paulo, Brazil aut NATIONALLICENCE 773 0- Soft Computing Springer Berlin Heidelberg 19/4(2015-04-01), 929-937 1432-7643 19:4<929 2015 19 500