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Operational intelligence for modern water treatment plants.

Practical articles on Web-SCADA, AIoT, AI Predictor, compliance data and cost optimization.

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Wastewater historian: recording, missing data and recovery checks

A historian stores operational records over time.
Choosing the right historian strategy for water treatment operations | X-IRIS Web-SCADA and AIoT water operations
Choosing the right historian strategy for water treatment operations | X-IRIS Web-SCADA and AIoT water operations

A historian stores operational records over time. Design it around incident review, reporting and data analysis, with explicit rules for what is retained and how missing or revised records are handled.

Choose records from operational questions

An explanation of a pump stop may need equipment state, mode, alarms and work history as well as flow. Laboratory records need sample context. Define the sources required for the decisions the facility wants to support.

Agree recording rules for each signal group

Separate read frequency, storage frequency and change-triggered recording. Select them according to the phenomena to observe and device capability. Test whether short events or small changes needed for analysis are retained.

Preserve gaps and explain aggregation

Missing readings should remain identifiable. Keep original records when producing interpolated or converted data. Agree timezone, shift boundaries and aggregation methods; show valid-data coverage when presenting daily or monthly figures.

Verify backup and recovery

Estimate storage from actual record rates, events, indexes and backups. Agree retention with the owner. Test restoration in a suitable environment and compare records and timestamps. Verify local buffering and replay limits on the selected architecture.

Records to check

Assessment records for this topic
Record groupEvidence to review
MeasurementsValues, units, time and quality
Equipment and eventsState changes and acknowledgements
Manual or lab recordsSource, revisions and approver

Prepare an assessment with X-IRIS

Bring a signal inventory, representative recording rates, reporting periods and backup or recovery requirements. Review the implementation roadmap and request an assessment to agree a scope that can be tested.

Author: X-IRIS Editorial Team
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