[en] A major objective of the study is prescribing instrument performance through analyzing on-line signals on instrument channels, deciding calibration period, reducing unnecessary maintenance, decreasing equipment damage. Through using neural networks for sensor signal validation method and SPRT for statistical performance evaluation method which is one of the most important issues in system performance analysis on instrument channels, detect drift and fault of instrument, deciding calibration period, a better system maintenance for instrument calibrations will be discussed