Table 6 Details of G36-5wk fault scenarios.

From: Labeled Datasets for Air Handling Units Operating in Faulted and Fault-free States

Fault type

Fault intensity

Method of fault imposition

Cooling coil valve stuck position

Fully closed

Defining the leakage ratio as: \(l=\frac{\kappa \upsilon (y=0)}{\kappa \upsilon (y=1)},\) where \(\kappa \upsilon (y=0)\) and \(\kappa \upsilon (y=1)\) are the flow coefficient at the fully closed and fully open positions, respectively.

Outdoor air damper stuck position

Fully open

Supply duct leakage

20%

Implementing the mathematical expression as: \({\dot{m}}_{{EF}}+{\dot{m}}_{L}=k\sqrt{\triangle p}\), where \({\dot{m}}_{{EF}}\) is the normal operation mass flow rate, \({\dot{m}}_{L}\) is the leakage mass flow rate, k is the friction factor, and \(\triangle p\) is the pressure drop.

  1. Faults were injected continuously, but the system was in occupied mode on weekdays (Mon-Fri) from 7 a.m. to 7 p.m. only (data sampling rate: five-minute; location: Tuscaloosa, AL, USA).