Particle sizing for flowing colloidal suspensions using flow-differential dynamic microscopy
arXiv:2102.11094 · doi:10.1039/D0SM02255A
Abstract
Particle size is a key variable in understanding the behaviour of the particulate products that underpin much of our modern lives. Typically obtained from suspensions at rest, measuring the particle size under flowing conditions would enable advances for in-line testing during manufacture and high-throughput testing during development. However, samples are often turbid, multiply scattering light and preventing the direct use of common sizing techniques. Differential dynamic microscopy (DDM) is a powerful technique for analysing video microscopy of such samples, measuring diffusion and hence particle size without the need to resolve individual particles while free of substantial user input. However, when applying DDM to a flowing sample, diffusive dynamics are rapidly dominated by flow effects, preventing particle sizing. Here, we develop "flow-DDM", a novel analysis scheme that combines optimised imaging conditions, a drift-velocity correction and modelling of the impact of flow. Flow-DDM allows a decoupling of flow from diffusive motion that facilitates successful particle size measurements at flow speeds an order of magnitude higher than for DDM. We demonstrate the generality of the technique by applying flow-DDM to two separate microscopy methods and flow geometries.
arXiv comment9 pages, 8 figures
References in corpus (12)
- Differential Dynamic Microscopy: Probing wave vector dependent dynamics with a microscope
- Three-dimensional imaging of colloidal glasses under steady shear
- Differential Dynamic Microscopy of Bacterial Motility
- Convolutional neural networks automate detection for tracking of submicron scale particles in 2D and 3D
- Differential Dynamic Microscopy: a High-Throughput Method for Characterizing the Motility of Microorganism
- Enhanced diffusion of nonswimmers in a three-dimensional bath of motile bacteria
- Shear thickening regimes of dense non-Brownian suspensions
- A constraint-based approach to granular dispersion rheology
- Differential Dynamic Microscopy microrheology of soft materials: a tracking-free determination of the frequency-dependent loss and storage moduli
- Glassy dynamics in asymmetric binary mixtures of hard-spheres
- Correcting artifacts from finite image size in Differential Dynamic Microscopy
- An efficient scheme for sampling fast dynamics at a low average data acquisition rate
Cited by in corpus (6)
- Exploring particle dynamics in flowing complex fluids using differential dynamic microscopy
- Intermediate scattering function of a gravitactic circle swimmer
- The Hitchhiker's Guide to Differential Dynamic Microscopy
- Ab initio uncertainty quantification in scattering analysis of microscopy
- Convolutional neural networks applied to differential dynamic microscopy reduces noise when quantifying heterogeneous dynamics
- Multi-Tau Pulsed Illumination Differential Dynamic Microscopy with 80 s Resolution