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Data Quality Advisory - Time Series Data

This Advisory provides an overview of the relevant standards and industry best practices and offers general guidance and recommendations on data quality assessment, monitoring and control as applied to marine and offshore applications.

Four areas are identified as the focus of this Advisory:

  • Overview of international data quality assessment standards;
  • Data quality assessment approaches;
  • Recommended framework for data quality assessment, monitoring and control;
  • Review of typical data quality capabilities available in commercial products.

This Advisory focuses on marine and offshore applications and looks primarily at how to apply data quality standards to time-series data generated by onboard sensors, measurement instruments, and automation systems (referred to as Internet of Things).


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