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CNC Motion Interpolation

1950

Interpolation is the computational process within a CNC controller that generates a sequence of intermediate coordinate points to create a smooth path between programmed endpoints. The most fundamental types are linear interpolation (G01) for straight lines and circular interpolation (G02/G03) for arcs. This allows complex profiles to be machined from simple geometric commands in the G-code program.

The interpolator is the mathematical heart of a CNC controller. Without it, a machine could only move from one absolute point to another in a disjointed, ‘point-to-point’ fashion. The interpolator enables ‘contouring’, or continuous path control, which is essential for all modern machining. When the controller reads a G-code block like ‘G01 X10 Y20’, it knows the current position (e.g., X0 Y0) and the target position. The interpolator’s job is to break down this single vector into a series of very small, discrete step commands for each axis motor (e.g., X and Y). It calculates the required velocity for each axis so that they start and stop simultaneously, resulting in a perfectly straight line between the two points. The algorithm used is often a variation of a Digital Differential Analyzer (DDA) or Bresenham’s line algorithm.

For circular interpolation (G02/G03), the calculation is more complex. The G-code provides the start point (current position), the end point, and the center of the circle (or the radius). The interpolator must then calculate a series of intermediate points that lie on the specified arc. It does this by solving the circle equation incrementally, generating coordinated velocity commands for the X and Y axes that maintain the correct tangential speed and radial distance. Advanced CNC controllers feature higher-order interpolation, such as helical (combining circular motion with linear motion in a third axis), spline, or NURBS (Non-Uniform Rational B-Spline) interpolation. NURBS interpolation is particularly powerful as it allows the machine to follow complex, free-form curves defined by a single mathematical equation, resulting in smoother motion and better surface finishes than approximating the curve with many small linear segments.

UNESCO Nomenclature: 1202
– Applied mathematics

Type

Software/Algorithm

Disruption

Foundational

Usage

Widespread Use

Precursors

  • coordinate geometry (cartesian and polar systems)
  • differential equations describing motion
  • development of digital computing hardware
  • numerical analysis methods like the digital differential analyzer (DDA)

Applications

  • machining of curved surfaces and complex geometries
  • robot arm trajectory planning
  • 3d printing layer path generation
  • automated welding along non-linear seams
  • computer graphics for rendering smooth curves
  • automated inspection and scanning paths

Patents:

NA

Potential Innovations Ideas

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Related to: interpolation, cnc, linear interpolation, circular interpolation, nurbs, toolpath, controller, numerical analysis, dda, contouring.

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