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As sensor networks proliferate, ensuring trustworthy, traceable and high‑quality measurements becomes harder due to inaccessible sensors, limited calibration, andlarge data volumes. This guide provides methods for maintaining data quality, establishing SI traceability, and evaluating uncertainty, illustrated through five use cases including district heating, gas networks, manufacturing, air‑quality monitoring, and smart buildings.
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Jonathan et al. (2026) studied this question.
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