Data and Acceptance Planning

Motor Test Data and Acceptance Planning Guide

Define the record, calculation, exception, report and verification chain before selecting a motor test system, so acceptance follows named evidence rather than a photograph or a single demonstration.

This guide does not publish universal accuracy, repeatability, FAT or SAT claims. Those remain tied to the approved project method and records.

Original Weiheng motor end-of-line test equipment used to illustrate data and acceptance planning
Original Weiheng equipment photograph showing an integrated production test station and data workflow.

Direct Answer

How should motor test data and acceptance be planned?

Plan motor test data by linking every requirement to DUT identity, setup, command sequence, timestamped raw channels, calculation definitions, versions, decision outputs, exceptions, reports and an agreed verification stage. Separate design review, supplier verification, factory review, site review and final handover. For each applicable stage, define the available DUT and utilities, method, condition, tolerance, evidence, witness, punch-list, retest and sign-off owner.

Data Record

Eight field groups that keep motor test evidence traceable.

Field groupWhat the record should preserve
DUT identityModel, variant, drawing and revision, serial or sample ID, included controller and feedback, fixture and setup revision.
Test contextRequirement ID, procedure and revision, operator or automation source, date/time, site, environment and relevant preconditions.
Command and sequenceCommanded state, setpoints, ramps, dwell, cycle, direction, repeats, limits, recipe and software version.
Raw measurementsChannel name, plane/location, timestamp, unit, range context, status and original recorded value.
Processing and calculationsFormula, constants, synchronization, filtering, interpolation, averaging, invalid-data rules and calculation version.
Decision outputsCurves, maps, limits, pass/fail, engineering observations, comparison references and the decision each output supports.
Exceptions and retestsAlarm, interruption, missing channel, invalid condition, deviation, disposition, retest link and retained original record.
Report and exportHuman-readable report, raw and processed export, file naming, language, template version, database link and retention.

Verification Stages

Keep design review, factory review, site review and handover separate.

StagePlanning boundary
Requirement and design reviewConfirm the DUT, method, data definitions, interfaces, responsibilities, open items and intended evidence before release.
Supplier internal verificationCheck configured functions and records against the agreed design baseline; this is not buyer acceptance unless contractually defined.
Factory review or FATIf applicable, define available DUT, utilities, conditions, witness, method, tolerance, record, exceptions and shipment-release decision.
Site review or SATIf applicable, define installed interfaces, site utilities, production context, method, evidence, punch-list and sign-off responsibilities.
Final handoverConfirm documents, software/configuration, records, training, open items, changes, backups and the contractual acceptance owner.

Acceptance Challenge

Questions to ask before approving the evidence plan.

  • Can every reported value be traced to a DUT, setup, sequence, raw channel, formula and software or method version?
  • Are torque, speed, power, electrical and thermal channels defined by location, units, timing and calculation meaning rather than by label alone?
  • Are invalid runs, missing data, alarms, interruptions, manual edits and retests retained and linked instead of silently replaced?
  • Do report limits and pass/fail rules identify the requirement revision, condition, tolerance source and owner?
  • Are factory review, site review and final acceptance separated with their own available DUT, utilities, method, evidence and sign-off responsibility?
  • Do photographs, component datasheets and generic demonstrations remain supporting context rather than proof of complete-system performance or acceptance?

Weiheng Data Traceability Plan v1.0

Preserve a reviewable path from the reported result back to the source run.

A report is not traceable when the underlying run, raw channels, processing version, exceptions or approval state can be silently replaced. Weiheng records released methods and permissions separately from execution, processing and approval so each result can be followed backward to source evidence and forward to its decision.

Lineage layerMinimum controlled record
Released methodRequirement ID, method/recipe ID, revision, owner, approval state and effective date
System configurationBench, fixture, controller, firmware, software, channel passport and permission baseline
Source evidenceImmutable raw-channel reference, timestamps, units, quality flags, event markers and original run identity
ProcessingCalculation version, formula, filters, resampling, exclusions, generated dataset and report-template version
Change and exceptionOld/new value, reason, user, time, affected requirements, override, invalid run, deviation and linked retest

Open the combined Thermal, Durability and Data Traceability Plan v1.0.

Weiheng FAT/SAT and Measurement Acceptance Matrix v1.0

Assign every requirement to one method, condition, evidence record, owner, and sign-off stage.

R&D characterization, EOL screening, FAT, SAT and production release answer different questions. A controlled acceptance row names the DUT and boundary, method and condition, measurement chain, tolerance and uncertainty decision rule, evidence, responsibility, exception route and authorized sign-off. Silence is not compliance, and remote commissioning does not automatically replace SAT.

StageRequired evidence focusBoundary
R&D characterizationDeclared DUT, operating conditions and synchronized evidenceCharacterization only; not every-unit release
EOL screeningReleased sequence, unit identity, result, exception and dispositionRoutine release method; not full design validation
FATFactory configuration, agreed samples/utilities, methods, evidence, deviations, punch list and witnessFactory scope only; not buyer-site installation
SAT / commissioningDelivered configuration, site utilities/interfaces, agreed runs, training, open items and sign-offSite scope only; excluded requirements remain excluded
Production releaseApproved routine method, trained roles, reference checks, permissions, backup, change control and escalationControlled baseline; not permanent capability after uncontrolled change

Open the printable FAT/SAT and Measurement Acceptance Decision Matrix v1.0.

Related Planning

Connect data requirements to the equipment and RFQ.

Use the Motor End-of-Line Test System for production recipes, pass/fail and traceability context. Use the Motor Test Bench RFQ Checklist to assign requirement IDs, statuses and supplier responses. For system architecture, continue to the Custom Motor Test Bench Configuration Guide; for pump projects, use the Pump Motor Test Plan and RFQ Checklist.

FAQ

Motor Test Data and Acceptance Questions

What motor test data should a test system record?

Record DUT and setup identity, requirement and method revision, commands and sequence, timestamped raw channels, calculation definitions, curves or limits, exceptions and retests, software or recipe version, reports, exports and sign-off context. Exact fields remain project-specific.

Why should raw and calculated data be separated?

Raw data preserves the original measurement record. Calculated data depends on formulas, constants, synchronization, filters and software versions. Keeping them linked but distinct makes reviews, corrections and comparisons traceable.

How should invalid motor test runs be handled?

Retain the original record, identify why it is invalid, record alarms or missing conditions, assign a disposition, and link any retest. Do not silently overwrite the failed or interrupted run.

Are FAT and SAT the same as final acceptance?

Not necessarily. They are distinct verification stages when included in the contract. Each needs its own scope, available DUT and utilities, method, tolerance, evidence, witness, punch-list, retest and sign-off responsibilities.

Can acceptance criteria be finalized after equipment delivery?

Some details may remain open early, but the decision logic, responsibilities and resolution stages should be visible before award. Leaving all criteria until delivery creates avoidable scope and evidence disputes.

Does a test-system photograph prove accuracy or acceptance?

No. A photograph can support visible physical integration. Accuracy, repeatability, functionality, standards and acceptance require agreed definitions, methods and project-specific records.

Content owner: Weiheng Engineering

Method version: 1.1

Technical reviewer: Julia — Robot Motor Test Systems

Published: August 13, 2026

Last reviewed: November 3, 2026

Corrections: Report a technical correction.

Request a Proposal

Define the evidence your motor test system must produce.

Share the DUT, test decision, required channels and calculations, report and export needs, exception rules, site context, target country, and planned verification or acceptance stages.

Do not upload drawings here yet. After receiving your RFQ, Weiheng can reply with an email address for specifications and drawings.