TY - GEN
T1 - Hybrid modeling with physical and JIT model for building thermal load prediction and optimal energy saving control
AU - Iino, Yutaka
AU - Murai, Masahiko
AU - Murayama, Dai
AU - Motoyama, Ichiro
AU - Kuzusaka, Satoshi
AU - Ueta, Kenji
PY - 2009/12/1
Y1 - 2009/12/1
N2 - Energy conservation in building fields is one of the key issues in environmental point of view as well as that of industrial, transportation and residential fields. The half of the total energy consumption in a building is occupied by HVAC (Heating, Ventilating and Air Conditioning) systems. In order to realize energy conservation of HVAC system, this paper focuses on its operation optimizations, and a hybrid modeling technique with physical and Just-in-Time (JIT) model is introduced for building thermal load prediction. The load prediction is necessary to optimize operation of HVAC system in real-time. The proposed method is evaluated with real operation data of an existing building, and the improvement of load prediction performance is illustrated.
AB - Energy conservation in building fields is one of the key issues in environmental point of view as well as that of industrial, transportation and residential fields. The half of the total energy consumption in a building is occupied by HVAC (Heating, Ventilating and Air Conditioning) systems. In order to realize energy conservation of HVAC system, this paper focuses on its operation optimizations, and a hybrid modeling technique with physical and Just-in-Time (JIT) model is introduced for building thermal load prediction. The load prediction is necessary to optimize operation of HVAC system in real-time. The proposed method is evaluated with real operation data of an existing building, and the improvement of load prediction performance is illustrated.
KW - Energy management
KW - HVAC
KW - Just in Time (JIT) model
KW - Physical model
KW - Thermal load prediction
UR - http://www.scopus.com/inward/record.url?scp=77951114598&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=77951114598&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:77951114598
SN - 9784907764333
T3 - ICCAS-SICE 2009 - ICROS-SICE International Joint Conference 2009, Proceedings
SP - 2008
EP - 2011
BT - ICCAS-SICE 2009 - ICROS-SICE International Joint Conference 2009, Proceedings
T2 - ICROS-SICE International Joint Conference 2009, ICCAS-SICE 2009
Y2 - 18 August 2009 through 21 August 2009
ER -
