February 15, 2026Equipment DataField Validation
The first round of field validation was completed for equipment status capture, exception collection, and data return flow.
Illustrated Content
Background
Equipment data collection is not only about sending values upstream.
The real validation point is whether the collection flow is stable, fields stay consistent, and abnormal states can be detected in time.
What was completed
- Verified stable return of core equipment status fields.
- Observed and recorded how abnormal states appear in the dashboard.
- Archived screenshots, findings, and issue notes into the date-based history section.
Current conclusion
The first validation round confirms that the dashboard is ready for stage-level visibility.
The next step is to refine exception categories and extend the view across more devices.
