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Optimization Strategies for Process Parameters in CNC Centerless Grinding

2025-07-21 Visits: 48

1. Impact of Process Parameters on Quality

The machining outcome of a CNC centerless grinding machine depends on the synergy of multiple parameters, including:

  1. Wheel Speed: Typically 30–50 m/s; excessive speed causes burns, while low speed reduces efficiency.

  2. Regulating Wheel Angle: 1°–5° adjusts feed rate; a larger angle increases feed but worsens roughness.

  3. Depth of Cut: Rough grinding: 0.02–0.1 mm; fine grinding: 0.005–0.02 mm.

2. Principles of Wheel Selection

  1. Material Compatibility:

    • Ordinary steel: White alumina (WA) wheels.

    • Hard alloys: CBN or diamond wheels.

  2. Grit Size:

    • Rough grinding: 46#–80# grit.

    • Fine grinding: 120#–240# grit, achieving surface roughness Ra ≤ 0.2 µm.

3. Critical Role of Coolant

  1. Cooling: Prevents thermal deformation; synthetic coolants with extreme pressure additives are recommended.

  2. Chip Removal: High-pressure flushing (0.5–1 MPa) prevents wheel clogging.

4. Parameter Optimization Methods

  1. Orthogonal Experiments: L9(3^4) design to analyze parameter weights.

  2. AI Predictive Models: Neural networks trained on historical data recommend optimal parameter sets.


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