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evo-reflow-thermal-analysis

Processes thermocouple CSV data, MES logs, and test defect data to compute preheat ramp rates, TAL, peak temperatures, conveyor speed compliance, and best-run selection per board family.

tasks-evolved/manufacturing-equipment-maintenance/environment/skills/evo-reflow-thermal-analysis/SKILL.md

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Repository last updated
Sep 10, 2026
License
Apache-2.0

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# evo-reflow-thermal-analysis

## Purpose
All CSV data loading, merging, time-series computation, and compliance checks.

## Key Functions
- `load_thermocouple_data()` - Load TC CSV
- `load_mes_log()` - Load MES CSV  
- `load_test_defects()` - Load defects CSV
- `calculate_ramp_rates(tc_df)` - Compute dT/dt per interval
- `get_max_preheat_ramp_by_run(tc_df, preheat_max_c=150.0)` - Max ramp in preheat zone using largest_mass TC
- `calculate_tal_by_run(tc_df, mes_df)` - TAL using largest_mass TC and per-run liquidus
- `check_peak_temp_compliance(tc_df, mes_df, peak_margin_c=20.0)` - Peak temp check
- `check_conveyor_speed_compliance(mes_df)` - Min speed feasibility