Dimensional measurement of surfaces and their sampling

The number of the discrete samples for the dimensional measurement of machined surfaces and their coordinates is investigated. Counter to intuition, there need not be quadratically more samples than in the case for sampling lines or curves. To justify this novel scheme, accuracy is defined as the discrepancy of a finite point set. Then, from number theory, a particular sequence of numbers is used to compute the sampling coordinates, resulting in a number that is linear in 1D, at the same level of accuracy that is achieved by a 2D uniform distribution. Finally, experimental results of the measurement of machined surfaces modeled as random processes are compiled. coordinate measurement, optical scanning, surface roughness, lowdiscrepancy point sets

[1]  C. R. Liu,et al.  Review of dimensioning and tolerancing: representation and processing , 1991, Comput. Aided Des..

[2]  J. A. Soons,et al.  Modeling the errors of multi-axis machines : a general methodology , 1992 .

[3]  B A Cipra The breaking of a mathematical curse. , 1991, Science.

[4]  J. Hammersley MONTE CARLO METHODS FOR SOLVING MULTIVARIABLE PROBLEMS , 1960 .

[5]  P. Lancaster Curve and surface fitting , 1986 .

[6]  E. G. Thwaite,et al.  Temperature perturbation effects in a high precision CMM , 1991 .

[7]  K. J. Stout,et al.  Atlas of Machined Surfaces , 1990 .

[8]  M. Cox The Least Squares Solution of Overdetermined Linear Equations Having Band or Augmented Band Structure , 1981 .

[9]  D. T. Lee,et al.  Out-of-Roundness Problem Revisited , 1991, IEEE Trans. Pattern Anal. Mach. Intell..

[10]  H. Wozniakowski Average case complexity of multivariate integration , 1991 .

[11]  Sheldon M. Ross,et al.  Stochastic Processes , 2018, Gauge Integral Structures for Stochastic Calculus and Quantum Electrodynamics.

[12]  N. P. Juster,et al.  Modelling and representation of dimensions and tolerances: a survey , 1992, Comput. Aided Des..

[13]  M. S. Shunmugam,et al.  Criteria for Computer-Aided Form Evaluation , 1991 .

[14]  Lauwerens Kuipers,et al.  Uniform distribution of sequences , 1974 .

[15]  I︠u︡. A. Shreĭder THIS DISTANCE: , 2019, Brother Bullet.

[16]  Gerald Farin,et al.  Curves and surfaces for computer aided geometric design , 1990 .

[17]  Utpal Roy,et al.  Establishment of a pair of concentric circles with the minimum radial separation for assessing roundness error , 1992, Comput. Aided Des..

[18]  M. S. Shunmugam,et al.  New approach for evaluating form errors of engineering surfaces , 1987 .

[19]  K. F. Roth On irregularities of distribution , 1954 .