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Research

Experimental platform · PR-SEN-001

Environmental sensing and calibration

Calibration and verification requirements for pH, EC, temperature, level, light and rotation measurements.

MarkdownJSONRevised 2026-07-26
In brief

Calibration and verification requirements for pH, EC, temperature, level, light and rotation measurements.

FlavoRotor prototype sensing and control architecture
Sensing architecture.Original project diagram showing the intended data path.
Physical FlavoRotor sensor and electronics assembly
Prototype sensor assembly.Internal build evidence; measurement traceability depends on the published calibration record.

Measurement principle

A sensor reading becomes research data only when its identity, calibration, range, sampling interval, temperature conditions and failure rules are recorded.

Minimum calibration plan

SensorCalibration/verificationFrequency trigger
pHtwo- or three-point buffers bracketing operation; slope and offset retainedbefore a trial, after cleaning, on drift or according to electrode stability
ECcertified conductivity standard near operating range; temperature compensation checkedbefore a trial and after probe maintenance
Solution temperaturecomparison with traceable reference in stirred bathbefore deployment and on replacement
Levelmeasured-volume additions across working rangeafter geometry or sensor position changes
PPFDreference quantum sensor/spectroradiometer mappingafter light, optics or geometry changes
Rotationencoder or video reference across commanded speedsafter drive or load changes

pH electrode model

SEN-1
E=E02.303RTFpHE=E^0-\frac{2.303RT}{F}\,\mathrm{pH}
Ideal Nernst response of a hydrogen-ion-sensitive electrode; practical slope and offset are fitted during calibration.

ExplanationThe ideal electrode voltage changes linearly with pH. Real sensors still require measured slope and offset calibration.

Calibration record

calibration_id, sensor_id, sensor_model, serial_number,
reference_standard, reference_lot, reference_value,
measured_value, solution_temperature, fitted_slope,
fitted_offset, residual, operator, timestamp, firmware_version

Fault rules

Out-of-range, non-finite, implausibly fast-changing or stale measurements disable automatic correction. The system logs the rejected value and the reason; it does not silently replace it with a plausible number.

Traceability

Calibration records identify reference material, method, environmental conditions, corrections and uncertainty.

Article bibliography

Sources used on this page