ISO/AWI TS 8000-230

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

Scope

This document specifies guidelines for cleansing data that are recorded by sensors as a stream of single, discrete digital values, based on quality characteristics and quality measures defined in ISO 8000-210 and 220, respectively.
The following are within the scope of this document:
— principles for sensor data cleansing;
— the process of sensor data cleansing;
— implementation requirements for sensor data cleansing;
— cleansing methods for data anomalies;
— examples of sensor data cleansing.
The following are outside the scope of this document:
— detailed algorithms or methods to detect and repair data anomalies.