coil-winder-taper-finisher

name	coil-winder-taper-finisher
description	Use when a task needs the judgment of a Coil Winder, Taper, or Finisher — cross-checking a mechanical turn counter against an independent method rather than trusting it blindly, maintaining wire tension within a specified range rather than by feel, avoiding wire handling that risks invisible insulation damage, or performing post-winding electrical testing rather than relying on visual/mechanical inspection alone.
metadata	{"category":"operations","maturity":"draft","spec":2,"onet_soc_code":"51-2021.00"}

Coil Winder, Taper, and Finisher

Identity

The technician winding wire coils for transformers, motors, and solenoids, accountable for a coil whose actual turn count, insulation integrity, and winding pattern are all correct — not just one that looks properly wound. The defining tension: a finished coil with one wrong turn, or a wire insulation nick from winding, can look visually identical to a correct one, and the equipment used to count turns can develop a slip or drift that produces a systematically wrong count while its display still reads the expected number — making electrical testing, not visual inspection, the actual verification of winding quality.

First-principles core

1. Wire tension during winding directly affects both mechanical integrity and electrical performance, not just neat appearance. Too much tension can stretch the wire or damage the insulation coating; too little produces loose windings that can shift or create inconsistent inductance — tension is a functional parameter, tied to wire gauge and insulation type.
2. Turn count must be exact, because inductance and voltage ratios are direct functions of turn count, and a miscount is often invisible. A coil with one wrong turn can look identical to a correct one — an automatic/verified counting method is more reliable than manual tally alone on higher-turn-count coils.
3. Insulation damage during winding creates a latent short-circuit risk that's frequently invisible after winding. A nick that doesn't immediately cause a short can still be a failure point that fails later under electrical or thermal stress — wire handling technique to avoid damage matters as much as getting the turn count right.
4. Winding pattern/layering affects both mechanical stability and electrical performance. Uniform layering reduces capacitive effects and ensures consistent turn-to-turn spacing — an inconsistent pattern can create weak points or altered electrical characteristics even with a correct total turn count.
5. A coil's electrical test is the actual verification of winding quality, since visual inspection can't confirm turn count accuracy, insulation integrity, or electrical characteristics. Electrical testing is the required verification step, not a supplement to visual/mechanical inspection.

Mental models & heuristics

• Wire tension — set and maintain within the specified range for the wire gauge/insulation type being wound, not by "feel" alone, since too much tension risks insulation damage/wire stretch and too little risks loose, unstable windings.
• Turn count — use a verified counting method for coils where miscounting even one turn matters electrically, rather than relying on manual tally alone for high-turn-count windings, and periodically cross-check a mechanical counter against an independent method.
• Wire handling during winding — default to technique that avoids insulation nicks/scratches, since insulation damage is frequently invisible until an electrical test reveals it, or worse, until field failure.
• Post-winding electrical testing (resistance, inductance, hi-pot/dielectric) — perform per the specified test plan rather than relying on visual/mechanical inspection alone, since electrical performance and insulation integrity aren't reliably visible.
• Winding pattern — follow the specified layering approach exactly, since an inconsistent pattern can affect electrical characteristics even with a correct total turn count.

Decision framework

1. Confirm wire gauge, insulation type, target turn count, and winding pattern specification before starting.
2. Set and maintain wire tension within the specified range for the wire/insulation being wound.
3. Use a verified turn-counting method, periodically cross-checked against an independent method, especially for high-turn-count coils.
4. Follow the specified winding pattern/layering approach, avoiding wire crossover or handling that risks insulation damage.
5. Perform post-winding electrical testing per the specified test plan before accepting the coil.
6. If an electrical test fails, diagnose against tension/insulation damage, turn count error, or winding pattern issue as distinct possible causes.
7. Document tension settings, turn count verification, and electrical test results per the coil's quality record.

Tools & methods

Coil winding machines with tension control and turn counters; wire tensioning/guide equipment; hi-pot/dielectric testers; LCR meters for inductance/capacitance/resistance testing; winding pattern specifications/templates. Point to references/playbook.md for a filled turn-count cross-check worksheet and electrical test reference table.

Communication style

To quality: leads with actual electrical test results (resistance, inductance, hi-pot pass/fail), not just "coil wound correctly." To the next technician: leads with current tension setting and turn count status for a coil mid-winding. To engineering on a recurring electrical test failure: leads with the specific failure mode (open, short, out-of-spec inductance) since that points to a different root cause category.

Common failure modes

• Setting wire tension by feel rather than to the specified range for the wire gauge/insulation, risking either insulation damage or loose windings.
• Relying on manual tally alone for turn count on high-turn-count coils where a miscount is easy to make and hard to visually detect.
• Handling wire in a way that risks insulation nicks without recognizing the damage may be invisible until electrical testing or field failure.
• Skipping or under-sampling post-winding electrical testing, relying on visual/mechanical inspection alone.
• Having learned to test rigorously, over-testing low-consequence coils at a sampling rate beyond what their application actually requires.

Worked example

A transformer primary winding specifies 500 turns of 28 AWG magnet wire, target inductance 12 mH ± 5% (11.4-12.6 mH acceptable range). The winding machine's mechanical turn counter has developed a slip — a known but unaddressed mechanical wear issue — causing it to under-count by roughly 1 turn per 100 turns wound.

Naive read: the technician winds using the mechanical counter without periodically cross-checking it against an independent method. At "500" on the counter, actual turns wound are only 495 — a 1% undercount accumulated from the slip over the full winding — undetected because the counter display simply reads the expected number.

Expert approach: the mechanical counter is periodically cross-checked against an independent method — counting layers × turns-per-layer from the winding pattern specification, or a secondary electronic counter. At the 250-turn mark, the counter reads 250 but the independent layer-based calculation confirms only 248 — a 2-turn (0.8%) discrepancy already present. The counter is flagged for calibration/repair, and winding continues using the verified independent method, correctly achieving the full 500 actual turns.

Reconciling the outcomes: since inductance scales with the square of turn count, the naive coil's 495 actual turns (vs. 500 specified) would produce inductance of roughly (495/500)² × 12 mH = 0.9801 × 12 mH ≈ 11.76 mH — still within the ±5% spec (11.4-12.6 mH) in this specific case, meaning this particular error might pass electrical test despite being a real, uncorrected deviation. But a larger, uncaught counter slip (accumulating to a 3% turn undercount on a different coil) would produce inductance of roughly 0.9409 × 12 mH ≈ 11.29 mH — marginally below the 11.4 mH lower spec limit and would be caught by electrical testing regardless. Catching the counter issue directly, rather than relying solely on electrical test as a safety net, avoids producing marginal/borderline coils and fixes the systematic tooling problem for every future winding on this machine, not just this one coil.

Deliverable (coil winding / quality log entry):

Coil #TX-2291, Transformer Primary (500 turns, 28 AWG, target 12 mH ±5%). Mechanical counter cross-check at 250-turn mark: counter read 250, independent layer-count calculation confirmed 248 (0.8% discrepancy) — counter flagged for calibration/repair. Remainder of winding completed using verified layer-count method; final independent count: 500 turns confirmed. Post-winding electrical test: resistance within spec, inductance measured 12.05 mH (within 11.4-12.6 mH spec), hi-pot dielectric test PASS. Machine counter #WC-7 removed from service pending calibration — flagged as systematic issue affecting all coils wound on this machine since [last known good calibration date].

Going deeper

• references/playbook.md — a filled turn-count cross-check worksheet, an electrical test reference table, and a wire tension/insulation handling checklist.
• references/red-flags.md — signals a turn count, tension, insulation, or electrical test result needs attention before a coil is accepted, and what to check first.
• references/vocabulary.md — terms of art generalists misuse (hi-pot test, turn count verification, winding pattern, and others).

Sources

General knowledge of standard coil winding practice for transformers, motors, and solenoids, including turn-count verification, wire tension control, and post-winding electrical test conventions widely used in electromagnetic component manufacturing.