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INDUSTRY FIELD GUIDE

Turbine manufacturing data for AI module and test configuration

Turbines and turbine-generator sets have a defined Census manufacturing scope.

By Fiund · Updated 2026-11-05

NAICS 333611 · Turbine and Turbine Generator Set Units Manufacturing

Turbines and turbine-generator sets have a defined Census manufacturing scope. An original task can connect a completed unit's module configuration with the test record actually supplied. Census turbine-manufacturing scope

Create fictional module serial references, a completed-unit register and two test reports. Add an original blade-row diagram with root and tip sample locations marked for the exercise. One report concerns a root-location specimen from module M1. A second concerns a tip-location specimen from another module. Ask which report answers the selected module-and-location request. Include a similarly numbered blade in a neighboring row so the position must remain explicit.

Record the row, blade reference, sample location and viewing side alongside the module identity. A completed-unit serial alone cannot identify the specimen. Evaluate with a rotated row diagram and an unfamiliar numbering sequence. Count wrong-row joins, root and tip interchanged, and a result attached to an unlinked specimen separately. A complete comparison should point to the exact location and report identifier that resolve it.

Use self-authored tables and invented values without operating equipment. Customer designs, proprietary performance data, licensed methods and outside inspection reports require appropriate authority and specialist review. A licensing brief should identify the configuration-history task and checked examples. Establish buyer requirements before preparing commercial operating histories or commissioning capture.

Discuss this original manufacturing sample with Fiund

Original Fiund exercise

A swapped module changes the evidence scope

Paper serial cards represent a fictional machine assembly. No operating points, design or performance are given.

Fictional records supplied to the evaluator
RecordSourceWhat it records
1Build registerUnit U5 contained module M8 for event A; M9 installed before event B.
2Report 1Event A, U5/M8; review complete.
3Report 2Event B, U5/M9; report status draft.

Question for the model

Which review state applies to the current configuration?

Show the reference answer and checks

Report 2 is the current configuration's linked record because event B uses M9 under records 1 and 3. It is still draft. Report 1 remains completed evidence for the earlier M8 build and cannot change the draft state of M9.

  • Joining on the unit serial alone
  • Treating draft report presence as completed review

Fields to preserve

module_serial
Distinguishes build states
test_event_id
Links the exact configuration
report_status
Separates draft from reviewed evidence

Test another case

Include a later report revision that changes only status and retain earlier state in as-of snapshots.

No real turbine design, test procedures, performance values, operation or suitability claims.

Download this fictional example and answer key (JSON)

Discuss a contribution

Describe the sources you control, the task they could support and what has already been checked. Use the existing-data assessment for an archive or the collection brief for a new recording project. The contributor agreement defines Fiund’s licensing authority and compensation. A guide or fictional exercise does not establish an accepted collection or a sale.

Primary sources and further reading