Circular manufacturing and remanufacture: method
20,000 leads. A mirror of an earlier study in a new direction: the
method is unchanged (40 domains × 25 axes × 20 artefacts), the subject is new.
None tested except the results page.
1. Domains (40)
| Domain | Leads |
|---|
| battery module remanufacture | 500 |
| motor rewind | 500 |
| gearbox rebuild | 500 |
| pump refurbishment | 500 |
| valve reconditioning | 500 |
| bearing reclamation | 500 |
| electronics refurbishment | 500 |
| display repair | 500 |
| printer cartridge refill | 500 |
| toner recovery | 500 |
| photocopier rebuild | 500 |
| appliance refurbishment | 500 |
| furniture reupholstery | 500 |
| mattress recycling | 500 |
| carpet reclamation | 500 |
| textile sorting | 500 |
| clothing repair | 500 |
| shoe resoling | 500 |
| tyre retreading | 500 |
| wheel refurbishment | 500 |
| catalyst regeneration | 500 |
| activated carbon regeneration | 500 |
| ion exchange regeneration | 500 |
| solvent reclamation | 500 |
| oil re-refining | 500 |
| cutting fluid recovery | 500 |
| coolant recycling | 500 |
| pickling acid recovery | 500 |
| plating bath maintenance | 500 |
| paint recovery | 500 |
| powder reuse | 500 |
| plastic regrind | 500 |
| filament re-extrusion | 500 |
| composite reclaim | 500 |
| glass remelt | 500 |
| metal sorting | 500 |
| alloy separation | 500 |
| slag valorisation | 500 |
| ash beneficiation | 500 |
| lime recovery | 500 |
2. Axes (25)
| Axis | Leads |
|---|
| fatigue cracking | 800 |
| wear | 800 |
| corrosion | 800 |
| creep | 800 |
| thermal cycling | 800 |
| delamination | 800 |
| contamination | 800 |
| misalignment | 800 |
| loosening | 800 |
| fretting | 800 |
| erosion | 800 |
| cavitation | 800 |
| insulation breakdown | 800 |
| oxidation | 800 |
| hydrolysis | 800 |
| UV degradation | 800 |
| voiding | 800 |
| embrittlement | 800 |
| stress corrosion | 800 |
| microbial growth | 800 |
| ion migration | 800 |
| outgassing | 800 |
| permeation | 800 |
| gelation | 800 |
| crystallisation | 800 |
3. Artefacts (20)
| Artefact | Leads |
|---|
| reference drift | 1,000 |
| calibration transfer | 1,000 |
| sampling bias | 1,000 |
| a derived variable | 1,000 |
| a unit convention | 1,000 |
| detector dead time | 1,000 |
| saturation | 1,000 |
| coincident mechanisms | 1,000 |
| model freedom | 1,000 |
| a threshold artefact | 1,000 |
| baseline subtraction | 1,000 |
| truncation | 1,000 |
| averaging over heterogeneity | 1,000 |
| instrument resolution | 1,000 |
| temperature mismatch | 1,000 |
| humidity cross-sensitivity | 1,000 |
| ageing during measurement | 1,000 |
| operator protocol | 1,000 |
| a non-representative sample | 1,000 |
| an unmeasured active fraction | 1,000 |
4. How this differs from its original
The original study asked the same questions of a different field. What transfers is the failure
structure; what does not transfer is which artefact is common. That difference is the content.
5. Limits
- Balanced grid, unfiltered.
- No prior-art check.
- Only the results page has numbers.
Incoprea Research · mirrored study, 3 November 2026.
Composition and computation. No experiment performed.