Measurement Discrepancy
A statistical distortion occurs when multiple objects occupy the detection zone of an automated counter simultaneously. This coincidence error leads to an undercount of individual particles and an artificial inflation of mean diameter values. Precision in rapid optical testing relies on maintaining a low sample concentration to prevent these overlapping events.
Counting Mechanism
Sensors designed for single particle detection rely on a discrete signal pulse for each object that crosses the light path. If the density of the isopropanol slurry or the airflow is too high, two fibers might pass the aperture together. The machine records a single large pulse rather than two distinct signals.
Such a failure shifts the resulting distribution curve toward the coarser end of the scale. This phenomenon is common in laser-based particle sizing systems where the sensing volume is fixed.
Concentration Limit
Maintaining a dilute suspension ensures that the probability of two fibers entering the beam at the same time remains below a critical threshold. Dilution requirements vary by instrument model but typically demand a specific ratio of fiber mass to carrier fluid volume.
Statistical Impact
Heavy loading of the sensing zone skews the coefficient of variation and produces an inaccurate profile of the wool lot. Results obtained under high coincidence conditions fail to reflect the true fineness of the delivery. Corrective software algorithms often attempt to compensate for these events, but physical dilution remains the primary method for ensuring data integrity.
Most modern protocols require a retest if the detected concentration exceeds established safety margins.