naa a22 4500 510797288 CHVBK 20180411083341.0 cr unu---uuuuu 180411e20131201xx s 000 0 eng 10.1007/s11277-013-1259-9 doi (NATIONALLICENCE)springer-10.1007/s11277-013-1259-9 Effective and Comfortable Power Control Model Using Kalman Filter for Building Energy Management [Elektronische Daten] [Safdar Ali, Do-Hyeun Kim] In building environment energy management is a big problem in recent years. Several methods and proposals exist in the literature for energy management, but the trade-off between occupants comfort level and energy usage is still a major challenge and remained unresolved. In this paper, we propose power control model for comfortable and energy saving using fuzzy controller and Kalman filter. We have given focus in two directions simultaneously: first is to maximize the occupants comfort level and second is to control the usage of the power. To achieve these tasks, first we implement fuzzy logic to control the environment and second, we predict the consume power using Kalman filter. The parameters we consider are temperature, illumination and air quality. At the end of the paper we compare the power consumption results in case of prediction and with no prediction. The results proved the effectiveness of the proposed technique in obtaining the solution for the aforementioned problems. Springer Science+Business Media New York, 2013 Energy management in buildings nationallicence Comfort index nationallicence Energy savings Kalman filter nationallicence Fuzzy logic nationallicence Ali Safdar Department of Computer Engineering, Jeju National University, Jeju City, Republic of South Korea aut Kim Do-Hyeun Department of Computer Engineering, Jeju National University, Jeju City, Republic of South Korea aut Wireless Personal Communications Springer US; http://www.springer-ny.com 73/4(2013-12-01), 1439-1453 0929-6212 73:4<1439 2013 73 11277 https://doi.org/10.1007/s11277-013-1259-9 text/html Onlinezugriff via DOI 1 research-article jats NATIONALLICENCE 856 40 https://doi.org/10.1007/s11277-013-1259-9 text/html Onlinezugriff via DOI NATIONALLICENCE 700 1- Ali Safdar Department of Computer Engineering, Jeju National University, Jeju City, Republic of South Korea aut NATIONALLICENCE 700 1- Kim Do-Hyeun Department of Computer Engineering, Jeju National University, Jeju City, Republic of South Korea aut NATIONALLICENCE 773 0- Wireless Personal Communications Springer US; http://www.springer-ny.com 73/4(2013-12-01), 1439-1453 0929-6212 73:4<1439 2013 73 11277 Metadata rights reserved Springer special CC-BY-NC licence nationallicence BK010053 XK010053 XK010000 NATIONALLICENCE NATIONALLICENCE NL-springer