Methods of correcting on-line analyzer measurements of the content of a first component, e.g., water, in a multiple-component fluid, e.g., petroleum, are provided. The first component content measurements in a flowing multiple-component fluid may be taken using an on-line analyzer. Mixture density measurements that correspond to the first component content measurements may also be taken using a densitometer. Next, an offset value for each first component content measurement may be calculated based on the following equations:
if the first component content measurement is ≦ a predetermined content set point, offset=slope correction factor×(the corresponding mixture density measurement−a calibration density); and (a)
if the first component content measurement is > the predetermined content set point, offset=the offset value calculated at the predetermined content set point. (b)
The first component content measurements may then be corrected based on the respective offset values.