Force Technology logo
  • About us
  • Contact
Choose language
  • /Danish
  • /Norwegian
Menu
  • Services
    • Services
      • 3D print and additive manufacturing
      • Acoustics, noise, and sound quality
      • Aerodynamics
      • Audit
      • Calibration
      • Corrosion control
      • Electronic product compliance and testing
      • Emissions, energy and resources
      • Monitoring
      • Materials
      • IoT for business and society
      • Integrity management
      • Inspection
      • Hydrodynamics
      • Non-destructive testing (NDT)
      • Photonics and light
      • Simulations and CFD
      • Structural engineering & analysis
      • Testing of products and structures
      • Welding technology
  • Testing facilities
    • Testing facilities
      • 3D print and additive manufacturing
      • Acoustics, noise and sound quality facilities
      • Aerodynamics
      • Calibration facilities and laboratories
      • Corrosion protection
      • Emissions, energy and resources
      • Hydrodynamics
      • IoT labs and hubs
      • Knowledge centers
      • Materials
      • Photonics and light
      • Products and structures testing
      • Simulations and CFD
      • Welding technology
  • Key topics
    • Key topics
      • Digitalisation
      • Green transition
      • Health
  • Industries
    • Industries
      • Biotech, pharma and medical devices
      • Carbon capture, Utilisation, and Storage - CCUS
      • Power-to-X
      • Space technology
      • Wind energy
      • Oil and gas
      • Maritime
      • Infrastructure
      • Service sector
      • Manufacturing
      • Energy
  • Innovation
    • Innovation
      • Technological innovation
      • What is an RTO/GTS?
      • Clusters, networking and partnerships
      • Research and development projects
      • Standardisation
  • Knowledge and courses
    • Knowledge and courses
      • Courses and training
      • Events and webinars
      • Networks and clubs
      • Articles
      • Cases
      • Webinars
      • On-demand webinars
      • Newsmails
Articles / Best practices for IoT data validation

White paper: Best practices for IoT data validation

  • LinkedIn
  • Twitter
  • Facebook

This white paper gives an overview of the best practices to validate IoT data and ensure fit-for-purpose data quality.

The importance of data validation cannot be understated. In the McKinsey report “The Internet-of-Things catching up to an accelerating opportunity”, Nov 2021, it is stated: ”We estimate the total IoT value captured by the end of 2020 to be $1.6 trillion.” This value creation is contingent upon the validity and quality of the IoT data that under-pins the data driven decisions.

Get guidance and inspiration for your work with data quality

In this white paper, we will present best practice IoT data validation including processes and tools. The body of knowledge presented here is collected and/or developed by FORCE Technology in collaboration with the Alexandra Institute, under the Nordic IoT Centre. It aims at giving guidance and inspiration to those who want to improve the data quality of IoT systems or discover how they can determine the quality of their IoT data.

Understand how you can improve data validity and quality through working with data validation

Data validation refers to the process of ensuring the proper level of accuracy and quality of data making the data fit-for-purpose. The described data validation process is primarily focused on validation of data from IoT systems but will naturally be applicable to other types of data as well. This is because IoT systems rarely deal with only “IoT data”, which by most is seen as time-series measurements.

Data validation is an iterative process that aims at ensuring a suitable level of data quality for a system or an application. Defining the data quality requirements and the prioritisation of activities in the iterative data validation process, are key to substantially improve the validity and quality of the data with minimum effort.

Download white paper
 
Printboard at the IdemoLab at FORCE Technology used to IoT

IoT for business and society

/Service category

IoT is the core technology of digital transformation, turning products, facilites and things into digital assets.
 
Mads Johansen

For more information, contact

Mads Johansen

Specialist

T: +45 42 62 75 31
Contact Mads
*
*
*
*
*
*
*
I accept that FORCE Technology collects my data.
Please do not write any personal or sensitive information in the message field. Read our Data Protection Policy.
FORCE Technology logo
  • Get news and updates
  • Follow us on LinkedIn

FORCE Technology, Park Alle 345, DK-2605 Brøndby, Denmark T: +45 43 25 00 00 F: +45 43 25 00 10 VAT: DK55117314

Privacy and cookie policy © Copyright 2014 FORCE Technology, all rights reserved