FEA / Simulation Experimental Validation ANSYS Mechanical 2026 R1 Cornell ENGR2000X
FEA / Simulation Experimental Validation ANSYS Mechanical 2026 R1 Cornell ENGR2000X
Project Description: A 100 lbf pedal load was simulated on an aluminum bicycle crank arm using ANSYS Mechanical, then compared against a physical measurement of the same component under the same load. The simulation predicted peak bending stress of 13,278 psi and a tip deflection of 0.052 in, yielding a safety factor of 3.01 — meaning the part would need to see three times the load before it yields.
Before touching ANSYS, the expected stress and deflection were calculated by hand using beam bending theory — treating the crank as a cantilever. This gave ~15,400 psi and 0.067 in. These benchmarks were used later to confirm the simulation was in the right ballpark.
Geometry and material
The 3D CAD model was imported into ANSYS. Non-essential parts (pedal, spindle) were suppressed. Aluminum 6061-T6 was assigned manually (E = 10 Mpsi, ν = 0.33) — replacing ANSYS's default steel, which would give completely wrong results.
Mesh — hexahedral elements
The part was meshed with 20-node hexahedral elements (SOLID186) using the MultiZone method — more accurate than the default tetrahedral mesh for the same number of elements. Finer elements (0.1 in) were applied at the spindle holes where stress concentrations were expected. Result: 8,845 nodes, 1,626 elements, 26,535 equations solved.
Boundary conditions
The three spindle holes were fixed (zero displacement in all directions), replicating the bolt-to-bottom-bracket interface. A 100 lbf upward force was distributed over the pedal bore surface — ANSYS converted this to 509.34 psi of surface traction automatically. All other surfaces were left free (zero traction by default).
Solving
ANSYS assembled and inverted a 26,535-equation system using a Preconditioned Conjugate Gradient (PCG) solver across 4 parallel CPU cores. Convergence was reached in 175 iterations with a residual of 9.3×10⁻⁹ — well below the 1×10⁻⁸ tolerance. Total wall time: 17 seconds.
Experimental validation
The physical crank arm was loaded identically in a test rig. Tip deflection was measured with a dial gauge and compared against the ANSYS prediction. This is the same workflow used in industry to certify simulation models before they are trusted for design decisions.
Key Results