Measuring defects - Forecasting a roll's points during fabric inspection
Partway through a roll, the inspector has a running count of its points. A forecast adds the points the roll is likely to end with, as a range, so a roll that may end over the buyer's limit gets a closer look before it is graded.

What gets forecast
For each roll, ConductVision Textile is designed to forecast the points the roll is likely to end with, as a range, and the chance it ends over your buyer's limit.
Your inspector reads the forecast and decides the roll's grade.
Two example forecasts
These are the two teaching cases on our fabric inspection data page, read against a buyer's limit of 40 points per 100 square metres. They show how to read a range, not forecasts of the example roll.
Example data
Range below the limit
20 to 30 points per 100 square metres
The range stays below the buyer's limit. Continue inspection and confirm the final grade.
Range crosses the limit
30 to 50 points per 100 square metres
The range includes results on both sides of the buyer's limit. Review the fabric before deciding the grade.
How mills track defects over time
A mill can track its defects over time on control charts. A c chart follows the number of defects, and a u chart follows defects per unit, "the average number of nonconformities per unit of product" 1. Both count defects, while points also weigh each defect by its size.
One study charted the defects from 10 circular knitting machines on u charts, by machine and by defect type, so a rise could be traced to one machine or one kind of defect 2. Another inspected a weaving mill's greige fabric for three weeks after weaving and ranked its defects with a Pareto analysis, which puts the most frequent first 3.
Points per 100 square yards, or per 100 square metres, already put rolls of different lengths and widths on one scale.
What ConductVision Textile adds
ConductVision Textile is designed to flag each defect with its place on the roll, its size, its points and a still image. Your inspector names the defect and confirms or dismisses it.
For each roll it is designed to give the running points, as a total and over the area inspected, the forecast, and the roll inspection report.
Sources
- 1NIST/SEMATECH e-Handbook of Statistical Methods, What are Attributes Control Charts?
- 2C. Unal and A. O. Agirgan, Statistical analysis of circular knitted fabric defects with control charts, Tekstil ve Muhendis 25(111), 246-253 (2018)
- 3D. M. Ala and Y. Ikiz, A statistical investigation for determining fabric defects that occur during weaving production, Pamukkale University Journal of Engineering Sciences 21(7), 282-287 (2015)
Pilot - How a pilot starts
We start with recorded video of your inspection frame and agree with your team on one fabric to test. The pilot runs for a set time, and before it starts we agree on what counts as success. For each defect it marks, ConductVision saves a still image and its place on the roll on your network for your inspector to check.
- You bring
- Recorded video of fabric running over your inspection frame
- We set up
- One fabric, and the limit you grade it against
- You get
- Marked defects, running points and a final points forecast for each roll, and a results report checked against what we agreed
One question to start with
Which buyer's limit would you forecast against first?
Related pages
- Fabric inspection reportWhat each roll's report holds
- Defect sizeHow a defect's length sets its points
- Four-point systemHow fabric inspection points work, with a calculator
- Fabric inspection data, explainedA worked example roll, from defects to points and forecasts
- Fabric defect libraryWoven, knit and yarn defects, and how they are measured