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Algorithm Testing

Test data points on a cylinder with simulated form error.

Test data points on a cylinder with simulated form error.

The Dimensional Metrology Group (683.01) provides algorithm testing for least-squares fitting of elemental geometries used in coordinate metrology. Specifically, the geometries for which testing is available include lines (2d and 3d data), planes, circles (2d and 3d data), spheres, cylinders, and cones. Testing is modeled after the ASME B89.4.10-2000 standard, Methods for Performance Evaluation of Coordinate Measuring System Software.

The testing process works by NIST supplying data sets to the customer to be run through the software under test. The data sets mimic actual CMM measurements and are designed with imposed, simulated form and measurement errors described in the Standard above. The fit results are then compared with NIST reference fits, and a performance evaluation summarizing the differences is then generated.

Each algorithm calibration includes a NIST calibration report that provides the measured error and uncertainty for each elemental geometry.

Data Set Downloads

There are also 240 data sets along with their reference fits available from NIST at no cost for aid in development or for unofficial, self-testing needs.


The Algorithm Testing System computes in a precision much greater than the double precision normally used in scientific computing. In fact, 60 digits of working precision are used to compute the reference fits. Because of this, the uncertainty in the least-squares reference fits is limited only by the accuracy of the input. For ASME B89.4.10 default test data sets, which are theoretically exact (i.e., data values are assumed to have infinite trailing zeros) the expanded uncertainty U (k = 2) is much less than 10-14 m for distances and 10-15 radians for angles.

Other Special Tests in the Dimensional Metrology Group >>

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Physical Measurement Laboratory (PML)
Engineering Physics Division

Dimensional Metrology Group (683.01)
Dr. Craig M. Shakarji, Mathematician
301-975-3545 Telephone

General Information:
James R. Bowie, Secretary
301-975-3468 Telephone
301-975-5360 Facsimile

100 Bureau Drive, M/S 8211
Gaithersburg, Maryland 20899-8211