ISO/TS 8000-230:2026

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Data quality - Part 230: Sensor data - Guidelines for data cleansing

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ISO/TS 8000-230:2026

Data quality - Part 230: Sensor data - Guidelines for data cleansing

PUBLISH DATE 2026
ISO/TS 8000-230:2026

This document specifies guidelines to improve data quality by cleansing sensor data anomalies that affect low inherent quality characteristics.

The following are within the scope of this document:

  • principles for sensor data cleansing;
  • the process for sensor data cleansing;
  • implementation requirements for sensor data cleansing;
  • list of data anomaly detection and repair methods (see Annex B);
  • examples of sensor data cleansing (see Annex C).

The following are outside the scope of this document:

  • algorithms or detailed methods to detect and repair data anomalies;
  • the process of sensor data cleansing for real time processing.
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