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

 

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

 

 

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 Reportfile format pdf downlo

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