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A combined passive/active fault detection and isolation approach is presented based on the use of data-driven models to detect faults, and Active Functional Testing (AFT) to isolate them in air handling units (AHU). A model developed in Modelica allows for simulation of the dynamic behavior of the system under different operating conditions. Four case studies are presented for the supply air temperature...
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