Civil Engineering Reference
In-Depth Information
3.6 Occupancy Patterns Prediction
After the learning process is complete, the final step is simulate the ECM and
analyse the predicted states sequences for the building, accordingly to
!
2
PEC
¼
X
#spaces
#states
X
P
si
;
k
1
;
000
DP
si
;
k
ð
13
Þ
i
¼
1
k
¼
0
where P
si
;
k
represents the power used in state k of space i, DP
si
;
k
represents the
time duration of the state k, and PEC is the predicted energy consumption of the
building.
3.7 Algorithms
After the methodology description, the modelling and estimation algorithms are
described in Algorithms 1 and 2, respectively.
