Advancing calibration techniques for accurate micro and nanoflow measurements

The lack of established protocols and standards for calibrating flow measuring instruments operating in the microflow range raises concerns about the reliability and precision of such measurements results. This work focuses on developing and improving innovative calibration methodologies to enhance the accuracy of microflow and nanoflow measurements. The gravimetric method already implemented at IPQ from 120 μL/h to 2000 mL/h was used and improved for low flow rates down to 10 μL/h. Additionally, three other optical methods were developed to calibrate micro/nano flows in a non-intrusive way: the interferometric, pending drop and front track. The methodology best suited for each specific flow instrument (e.g., syringe pumps and flow meters) and each for measurement range, with the lowest uncertainty, was successfully identified during this work. Also, it was possible to increase the measuring range of the Portuguese Institute for Quality–Volume and Flow Laboratory (IPQ-LVC) down to 5 nL/min (0.3 μL/h) with a 3% target uncertainty ( k = 2). This was not only achieved but improved further with the interferometric method, where measurements were performed down to 1.6 nL/min (0.1 μL/h) with 2% uncertainty ( k = 2). Furthermore, this method was external validated by a comparison performed under the EURAMET project 1508. The methodologies here described were the basis of the development of EURAMET guide cg 27 - Guidelines for the Calibration of Drug Delivery Devices and Infusion Device Analysers. This document provides standardized procedures for testing microflow and nanoflow instruments aiming to improve the accuracy and comparability of measurement results.

Authors

Institutions

Publication Details

Journal
Frontiers in Nanotechnology
Published
2025-06-11
DOI
https://doi.org/10.3389/fnano.2025.1600426
Primary Topic
Scientific Measurement and Uncertainty Evaluation
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Advancing calibration techniques for accurate micro and nanoflow measurements

Elsa Batista, Rui F. Martins, Isabel Godinho, Vânia Silvério
4 links
Frontiers in Nanotechnology
Scientific Measurement and Uncertainty Evaluation
article

Advancing calibration techniques for accurate micro and nanoflow measurements

Elsa Batista, Rui F. Martins, Isabel Godinho, Vânia Silvério
article en

Abstract

The lack of established protocols and standards for calibrating flow measuring instruments operating in the microflow range raises concerns about the reliability and precision of such measurements results. This work focuses on developing and improving innovative calibration methodologies to enhance the accuracy of microflow and nanoflow measurements. The gravimetric method already implemented at IPQ from 120 μL/h to 2000 mL/h was used and improved for low flow rates down to 10 μL/h. Additionally, three other optical methods were developed to calibrate micro/nano flows in a non-intrusive way: the interferometric, pending drop and front track. The methodology best suited for each specific flow instrument (e.g., syringe pumps and flow meters) and each for measurement range, with the lowest uncertainty, was successfully identified during this work. Also, it was possible to increase the measuring range of the Portuguese Institute for Quality–Volume and Flow Laboratory (IPQ-LVC) down to 5 nL/min (0.3 μL/h) with a 3% target uncertainty ( k = 2). This was not only achieved but improved further with the interferometric method, where measurements were performed down to 1.6 nL/min (0.1 μL/h) with 2% uncertainty ( k = 2). Furthermore, this method was external validated by a comparison performed under the EURAMET project 1508. The methodologies here described were the basis of the development of EURAMET guide cg 27 - Guidelines for the Calibration of Drug Delivery Devices and Infusion Device Analysers. This document provides standardized procedures for testing microflow and nanoflow instruments aiming to improve the accuracy and comparability of measurement results.

Frontiers in NanotechnologyVol. 7
University of Lisbon (PT), Universidade Politécnica de Lisboa (PT), Instituto de Engenharia de Sistemas e Computadores Microsistemas e Nanotecnologias (PT), Instituto Português Da Qualidade (PT), Universidade Nova de Lisboa (PT)
European Association of National Metrology Institutes, European Commission, European Metrology Programme for Innovation and Research
Openalex Percentile: Top 87%
Scientific Measurement and Uncertainty Evaluation
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.