Table 1 Fault profiles for the AHU data; Sim = Simulated, Exp = Experimental, Sp = Spring, Sum = Summer, F = Fall, W = Winter.
From: Building fault detection data to aid diagnostic algorithm creation and performance testing
Input Scenarios | MZVAV AHU-1 (Sim) | MZVAV AHU-2 (Exp) | MZVAV AHU-2 (Sim) | SZCAV AHU (Exp) | SZVAV AHU (Exp) | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Fault Type | Fault Intensity | Sp | Sum | F | W | Sp | Sum | Sp | Sum | W | W | Sum | |
OA Damper | Stuck | Min position | 1 | 1 | 1 | ||||||||
Fully open | 1 | 1 | |||||||||||
40% open | 1 | ||||||||||||
45% open | 1 | ||||||||||||
50% open | 1 | 1 | |||||||||||
Valve of Heating Coil | Stuck | Fully Closed | 1 | ||||||||||
50% open | 1 | 1 | |||||||||||
Fully Open | 1 | 1 | |||||||||||
Leaking | Low | 1 | 1 | 1 | |||||||||
Medium | 1 | 1 | |||||||||||
High | 1 | 1 | 1 | 1 | |||||||||
Valve of Cooling Coil | Stuck | Fully Closed | 1 | 1 | |||||||||
Fully Open | 1 | 1 | 1 | 1 | |||||||||
15% Open | 1 | ||||||||||||
50% Open | 1 | ||||||||||||
65% Open | 1 | ||||||||||||
Leaking | Low | 1 | |||||||||||
High | 1 | 1 | |||||||||||
Outdoor Air Temperature | Bias | +1 °C | 7 | 7 | 7 | 7 | |||||||
+2 °C | 7 | 7 | 7 | 7 | |||||||||
+4 °C | 7 | 7 | 7 | 7 | |||||||||
−1 °C | 7 | 7 | 7 | 7 | |||||||||
−2 °C | 7 | 7 | 7 | 7 | |||||||||
−4 °C | 7 | 7 | 7 | 7 | |||||||||
Unfaulted | 7 | 7 | 7 | 7 | 4 | 3 | 3 | 9 | 1 | 1 | 4 | ||
