Fully extended SCARA with aligned shoulder and elbow links illustrates a singular configuration.

What you need

Use a two-link simulator and inspect elbow angle along the full path, not just at its endpoints.

Jacobian determinant magnitude for 100 mm links. 90 degrees: 0.01 m²; 10 degrees: 0.001736 m²; 0 degrees: 0 m².
Jacobian determinant magnitude for 100 mm links. Original Academy diagram using illustrative values; not a measured hardware result.
Read the diagram as a data table
Values used in the illustration
Condition or componentm²
90 degrees0.01
10 degrees0.001736
0 degrees0

The calculation

det(J) = L₁ × L₂ × sin θ₂

For this planar position Jacobian, zero determinant indicates singularity. Determinant magnitude depends on length units and is not a universal threshold.

Worked example

Illustrative numbers. Replace them with your measured inputs.

With 0.1 m links, determinant magnitude is 0.01 m² at 90°, 0.001736 m² at 10° and zero at 0°. The shrinking value warns of a loss of motion capability as the arm straightens.

Try it step by step

  1. Compute singularity indicators along sampled paths and mark regions near straight or fully folded configurations.
  2. Inspect actual required joint speeds, since a small determinant alone does not describe every direction equally.
  3. Move task locations away from difficult configurations or replan the path before adjusting controller limits.
  4. Use a suitable condition-number or singular-value analysis for more general robots and verify physical joint constraints.

How to check the result

A feasible path must respect joint speed and acceleration limits throughout motion, including near workspace edges.

Common mistake to avoid

Do not treat a nonzero determinant as proof of a well-conditioned or collision-free pose. Numerical inversion can become unstable before the determinant reaches zero.

Reference reading

Primary references for the underlying models, APIs or application context. The worked numbers and plots above are educational calculations, not results reported by these sources.

Read our methods, limitations and safety notes.