Dayeong Kim, Young-Rim Choi, Ye-Na Lee, Sung Ok Chang
Nurses' Shared Subjectivity on Person-Centered Care for Behavioral and Psychological Symptoms of Dementia in Nursing Homes
The journal of nursing research : JNR
finding optimal balance endusers comfort lifestyle preferences cost heating ventilation air conditioning hvac system requires intelligent decision making control paper proposes heating control method hvac based dynamic programming method first selects suitable modeling approach controlled building among three machine learning modeling techniques means statistical performance metrics control hvac system described constrained optimization problem action controller given solving optimization problem dynamic programming paper variable thermal energy storage building introduced solve problem dynamic programming difficult obtain historical state building due requirement aftereffect room temperature remaining start hours primary air unit selected describe system state theoretical analysis trial error results trnsyspython cosimulation show proposed method maintain better indoor thermal environment less energy consumption compared carefully reviewed expert rules compared expert rule set baseline20 c keeps room temperature minimum comfort level proposed control algorithm save energy reduce emissions 351 acceptable comfort violation