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Describes a condition monitoring scheme based on first principle models. It involves estimating the values of model parameters expected to change in the event of a fault. Demonstrates its ability to detect the presence of valve leakage and waterside coil fouling within the cooling coil subsystem of an air handling unit.

KEYWORDS: year 1996, Monitoring, heating, ventilation, air conditioning, models