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<p><b>Fault detection, isolation, and recovery</b> (<b>FDIR</b>) is a subfield of <a href="page.php?w=control_engineering">control engineering</a> which concerns itself with monitoring a system, identifying when a <a href="page.php?w=Fault_%28technology%29">fault</a> has occurred, and pinpointing the type of fault and its location.  Two approaches can be distinguished: A direct pattern recognition of sensor readings that indicate a fault and an analysis of the discrepancy between the sensor readings and expected values, derived from some model.</p><p>
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