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Management of Data Accuracy

Data, whether it is monitored from the field or retrieved from some other system, needs to have appropriate precision and accuracy. In particular, distribution automation functions require more accurate data than system operators who merely need to get an estimate of conditions. This data accuracy requirement implies that (to the appropriate degree for the functions using the data):

·       The source of the data must be precise, with accurate CTs and PTs, appropriately scaled analog-to-digital conversions, appropriate resolution of the digital values (8-bits, 12 bits, or more bits to represent the analog value), and appropriately precise calculations of derived values (e.g. var, VA, kW).

·       The data sources must be accurately calibrated.

·       The data must be converted correctly to engineering units or other measurement units.

·       Data should be validated for reasonableness, if not for more precise checks. For instance, within IEDs, certain checks for consistency could be used to detect inconsistent data, while at the control center State Estimation at both the transmission and the distribution levels could be used.

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