Publications

A list of published materials (guides, newsletters, etc) can be found below

All published material (papers, guidelines, and datasets) are available on Zenodo

Software and dataset (Github repository)

Published papers:

1. Measurement Uncertainty Evaluation for Sensor Network Metrology

2. Automation in sensor network metrology: An overview of methods and their implementations

3. Sensor network metrology: Current state and future directions

4. Gaussian processes and sensor network calibration

5. Modelling and determining correlations in sensor networks

6. ALICE2Modelica - Automated Building Model Generation for Building Control and Simulation

7. New Approaches to Compensating for the Effect of Platinum-Rhodium Thermocouple Drift

8. End-user case studies in sensor network metrology

9. Unscented Kalman Filtering for in-situ bulk identification of district heating meter temperature offsets and service pipe insulation level detection

10. A Laplace-domain method for in situ temperature calibration in sensor networks

11. Infrastructure requirements for metrological distributed sensor networks

12. Uncertainty-awareness in explainable artificial intelligence (xAI) for sensor network metrology

13. Uncertainty Evaluation for Testing and Calibrating Mobile Sensors Only Using Short Collocation Periods

Trade journal papers:

1. From Billing Tools to Network Brains: UNLOCKING THE HIDDEN VALUE IN YOUR HEAT METERS

2. Making sensor networks trustworthy (Precision Magazine_issue_no39_march_2026)

3. (Spanish): Redes de sensores más fiables

4. (Danish): Højtemperaturmålinger baseret på sensornetværk

5. (Danish): Når varmemålerne bliver et sensornetværk (Dansk Fjernvarme, August 2026)

6. (Danish): Et sensornetværk overvåger detaljeret luftkvaliteten i Paris (Teknik og Miljø, September 2026)

Good practice guides:

1. Good practice guide for developing Agent-based sensor networks

2. Guidelines for data quality, measurement uncertainty, and traceability in sensor networks

3. Good practice guide for the machine-readable representation of information in sensor network metrology

4. Good practice guide for risk analysis of distributed sensor networks

5. Good practice in sensor network metrology

6. Guideline for comparing sensor and instrument readings in the case of unequal averaging times and short collocation periods

Newsletters:

FunSNM newsletter no. 1 - May 2024

FunSNM newsletter no. 2 - October 2024

FunSNM newsletter no. 3 - March 2025

FunSNM newsletter no. 4 - September 2025

FunSNM newsletter no. 5 - March 2026

FunSNM newsletter no. 6 - August 2026

Workshop summary report:

Workshop Summary Report

Air Quality Workshop Report file format pdf downlo