ISO/TS 8000-230:2026 - Data quality — Part 230: Sensor data — Guidelines for data cleansing

Published (Edition 1, 2026)

ISO/TS 8000-230:2026

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Abstract

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.

General information

Status
: Published

Publication date
: 2026-05

Stage
: International Standard published [60.60]
Edition
: 1

Number of pages
: 41
Technical Committee :
ISO/TC 184/SC 4

ICS :
25.040.40
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Life cycle

Now

Published

ISO/TS 8000-230:2026
Stage: 60.60

This standard contributes to the following Sustainable Development Goals

Good Health and Well-being

Quality Education

Gender Equality

Clean Water and Sanitation

Affordable and Clean Energy

Decent Work and Economic Growth

Industry, Innovation and Infrastructure

Reduced Inequalities

Sustainable Cities and Communities

Responsible Consumption and Production

Life Below Water

Peace, Justice and Strong Institutions

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