| Power and power profile | Melting onset, penetration and energy available during start, steady state and finish. | Ejection, burn-through, deep terminal penetration, crater or an unstable keyhole. | Commanded and verified output, ramp timing, modulation definition and program revision. |
| Forward speed | Interaction time and nominal energy per unit of seam distance. | Slow travel can increase heat spread; fast travel can leave intermittent fusion. | Speed, acceleration, path length, corner behavior and real motion trace. |
| Spot and beam profile | Power density, seam width and how the melt pool is driven. | A small intense spot may cut a tab; a broad spot may fail to engage the interface. | Measured workplane spot, beam profile, optic, fiber and calibration method. |
| Focus and standoff | Where peak intensity sits relative to the top surface and hidden interface. | Part-height drift can move a stable coupon outside the process window. | Focus offset, datum, height tolerance, sensor result and protective-window condition. |
| Wobble / oscillation | Energy distribution, seam width, melt flow and material mixing. | Excessive dwell or mixing, wider heat spread, changed fade-out and pores. | Pattern, amplitude, frequency, phase, direction, forward speed and actual path logic. |
| Beam offset | Which metal melts first and how much dissimilar material enters the fusion zone. | Too much or too little Cu-Al mixing, edge miss or weak joined area. | Offset from the measured interface, vision datum and tolerance. |
| Clamp, gap and support | Contact heat flow, interface location and stack stability. | Sudden collapse, local ejection, missed interface or crushed cell-adjacent features. | Force/position trace, gap, flatness, support and fixture revision. |
| Surface and shielding | Initial coupling, contamination, oxidation, plume behavior and optic protection. | Variable onset, pores, residue, discoloration or optical contamination. | Plating, oxide/cleaning state, gas/nozzle, flow, extraction and lot identity. |