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A detailed simulation product can be employed to detect anomalies within an HVAC system. Discrepancies among simulated thermal responses and genuine field measurements could indicate glitches in system operation. Anomalies can be detected by examining deviations from fault-totally free developments of residuals calculated within the dissimilarities