Proceedings of BS2013: 13th Conference of International ...ljxuh 0l[hg prgh frrolqj frqfhsw qhwzrun...
Transcript of Proceedings of BS2013: 13th Conference of International ...ljxuh 0l[hg prgh frrolqj frqfhsw qhwzrun...
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Proceedings of BS2013: 13th Conference of International Building Performance Simulation Association, Chambéry, France, August 26-28
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Corridors leading to SE façade motorized inlet grilles
Air Supply
Air return
Corridors leading to NW façade motorized inlet grilles
atrium air
ceiling
floor left wall
back wall
right wall
glazinginteriorglazing
exterior
ambient
5FRY��
5��B� 5FRY� 5FRY�
5FRY�5FRY�
5FRY� 5FRY�
Swe
S2 S3
S4
S5S6
corridor air
ambient
Swi5LQI
Tatrium
Tatrium
Tatrium
TatriumTatrium
5H[FKaux
Tcorr ambient
5LQI
5H[FK
atrium aircorridor air
floor
wallsceiling
Tcorr Tcorr
5FRY:5FRY&
5FRY)
NeibMas NeibMas
NeibMas
Corridor is divided into four sections but sharing one airnode;
Section 1 is outmost section, includes additional windowsurface;
Mass nodes also have heat conduction with neighbor massnodes in the same surface, e.g. ceiling mass in section 1 hasheat conduction with ceiling mass in section 2;
Corridor is divided into four sections but sharing one air node; Section 1 is outmost section, includes additional window
surface; Mass nodes also have heat conduction with neighbor mass
nodes in the same surface, e.g. ceiling mass in section 1 has heat conduction with ceiling mass in section 2;
Proceedings of BS2013: 13th Conference of International Building Performance Simulation Association, Chambéry, France, August 26-28
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Performance criteria
Optimizer
Sequence of future control inputs
Building
Prediction model and system constraints
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Internal heat gain
Weather forecast
MeasurementEnergy use
Comfort
MATLAB(Energy model)
GenOpt(Optimizer: PSO)
“Seed”
“Cost”Generation 1
Generation 2
Generation 3
Weather data
Weather data
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Proceedings of BS2013: 13th Conference of International Building Performance Simulation Association, Chambéry, France, August 26-28
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Proceedings of BS2013: 13th Conference of International Building Performance Simulation Association, Chambéry, France, August 26-28
- 2497 -
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Time 20:00 21:00 22:00 23:00 24:00 1:00 2:00 3:00 4:00 5:00 6:00 7:00 8:00 9:00 10:00 11:00 12:00 13:00 14:00 15:00 16:00 17:00 18:00 19:00
Day 1(8/18)
HeuristicMPC
Day 2(8/19)
HeuristicMPC
Day 3(8/20)
HeuristicMPC
Day 4(8/21)
HeuristicMPC
Day 5(8/22)
HeuristicMPC
Day 6(8/23)
HeuristicMPC
0
5
10
15
20
25
30
35
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Date
Baseline Heuristic MPC
0
0.1
0.2
0.3
0.4
0.5
0.6
0.7
8/18 8/19 8/20 8/21 8/22 8/23
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Date
Baseline Heuristic MPC
Time 20:00 21:00 22:00 23:00 24:00 1:00 2:00 3:00 4:00 5:00 6:00 7:00 8:00 9:00 10:00 11:00 12:00 13:00 14:00 15:00 16:00 17:00 18:00 19:00
Day 1(8/18)
HeuristicMPC (No)
MPC (Yes)
Day 2(8/19)
HeuristicMPC (No)
MPC (Yes)
Day 3(8/20)
HeuristicMPC (No)MPC (Yes)
Day 4(8/21)
HeuristicMPC (No)
MPC (Yes)
Day 5(8/22)
HeuristicMPC (No)
MPC (Yes)
Day 6(8/23)
HeuristicMPC (No)
MPC (Yes)
Proceedings of BS2013: 13th Conference of International Building Performance Simulation Association, Chambéry, France, August 26-28
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Heuristic: no shade MPC: no shade
Heuristic: shade MPC: shade
Heating
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0.4
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07:0020:00 21:00 22:00 ………….
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Proceedings of BS2013: 13th Conference of International Building Performance Simulation Association, Chambéry, France, August 26-28
- 2499 -
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0
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Heuristic: light MPC: light
Heuristic: heavy MPC: heavy
0
0.2
0.4
0.6
0.8
8/18 8/19 8/20 8/21 8/22 8/23
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Heuristic: light MPC: light
Heuristic: heavy MPC: heavy
-10.0
-8.0
-6.0
-4.0
-2.0
0.0
20:00 20:00 20:00 20:00 20:00 20:00 20:00
Cool
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load
, kW
Time (20:00 of 8/17 -- 19:00 of 8/23), hour
Heuristic: light Heuristic: heavy MPC: light MPC: heavy
-10.0
-8.0
-6.0
-4.0
-2.0
0.0
20:00 23:00 2:00 5:00 8:00 11:00 14:00 17:00 20:00
Ener
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Heuristic: light Heuristic: heavy
MPC: light MPC: heavy
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-8.0
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-4.0
-2.0
0.0
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Time (20:00 of 8/17 -- 19:00 of 8/23), hour
Heuristic: light Heuristic: heavy
MPC: light MPC: heavy
Time 20:00 21:00 22:00 23:00 24:00 1:00 2:00 3:00 4:00 5:00 6:00 7:00 8:00 9:00 10:00 11:00 12:00 13:00 14:00 15:00 16:00 17:00 18:00 19:00
Day 5(8/22)
M. (NoF)M. (Fan) (0) (0.5) (0.5) (0)
-2.0
-1.5
-1.0
-0.5
0.0
0.5
1.0
1.5
2.0
-2.0
-1.5
-1.0
-0.5
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0.5
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20:00 23:00 2:00 5:00 8:00 11:00 14:00 17:00 20:00
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FlowRate: MPC (No fan) FlowRate: MPC (fan)
dP: MPC (no fan) dP: MPC (fan)
SE --> SE3
-2.0
-1.5
-1.0
-0.5
0.0
0.5
1.0
1.5
2.0
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FlowRate: MPC (No fan) FlowRate: MPC (fan)
dP: MPC (no fan) dP: MPC (fan)
NW --> NW3
Proceedings of BS2013: 13th Conference of International Building Performance Simulation Association, Chambéry, France, August 26-28
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Proceedings of BS2013: 13th Conference of International Building Performance Simulation Association, Chambéry, France, August 26-28
- 2501 -