A non-gradient based algorithm for the determination of surface tension from a pendant drop: Application to low Bond number drop shapes

Nicolas J. Alvarez, Lynn M. Walker, Shelley L. Anna

Research output: Contribution to journalArticlepeer-review

67 Scopus citations

Abstract

The pendant drop method is one of the most widely used techniques to measure the surface tension between gas-liquid and liquid-liquid interfaces. The method consists of fitting the Young-Laplace equation to the digitized shape of a drop suspended from the end of a capillary tube. The first use of digital computers to solve this problem utilized nonlinear least squares fitting and since then numerous subroutines and algorithms have been reported for improving efficiency and accuracy. However, current algorithms which rely on gradient based methods have difficulty converging for almost spherical drop shapes (i.e. low Bond numbers). We present a non-gradient based algorithm based on the Nelder-Mead simplex method to solve the least squares problem. The main advantage of using a non-gradient based fitting routine is that it is robust against poor initial guesses and works for almost spherical bubble shapes. We have tested the algorithm against theoretical and experimental drop shapes to demonstrate both the efficiency and the accuracy of the fitting routine for a wide range of Bond numbers. Our study shows that this algorithm allows for surface tension measurements corresponding to Bond numbers previously shown to be ill suited for pendant drop measurements.

Original languageEnglish (US)
Pages (from-to)557-562
Number of pages6
JournalJournal of Colloid And Interface Science
Volume333
Issue number2
DOIs
StatePublished - May 15 2009
Externally publishedYes

Bibliographical note

Funding Information:
This research was partially supported by the National Science Foundation under Grant No. CBET-0730727. N.J.A. is grateful for the support of a National Science Foundation Graduate Research Fellowship.

Keywords

  • Bond number
  • Drop shape technique
  • Interfacial tension
  • Nelder-Mead algorithm
  • Numerical optimization
  • Pendant drop
  • Surface tension

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