water diffusion in cement
inspired by Fei Yang's "Dark-field X-ray imaging of unsaturated water transport in porous materials"
the relevant signals
- transmission \(A\)
- dark field \(B\)
- log ratio \(R = \log(A) / \log(B)\)
theoretical introduction
-
Lynch et al.
\[
B \propto \mu_d = \frac{3\pi}{\lambda^2}f |\Delta n|^2 d
\begin{cases}
D' & \text{if } D' \leqslant 1\\[2ex]
\!\begin{align}
D' - \sqrt{D'^2 - 1}\\
(1 + D'^{-2}/2) \\
+ (D'^{-1} + D'^{-3} / 4) \\
\log\left(\frac{D' + \sqrt{D'^2 - 1}}{D' - \sqrt{D'^2 - 1}}\right)
\end{align} & \text{otherwise}
\end{cases}
\]
- dark field as a function of sphere diameter and photon energy
sum over the spectrum
\[
R(\energy) = \frac{\log B}{\log A} = \frac{\mu_d}{2k\beta}
\]
\[
R = C\frac{\sum_\energy w(\energy)|\Delta n(\energy)|^2 \energy u(\energy)}{\sum_\energy w(\energy) \energy \beta}
\]
expect large increase in contrast
\[
R = C\frac{\sum_\energy w(\energy)|\Delta n(\energy)|^2 \energy u(\energy)}{\sum_\energy w(\energy) \energy \beta}
\]
- \(u\) depends on the diameter of the pores
- \(\Delta n\) includes \(\delta\)
protocol
- dry cement cylinder at 120 °C for one hour
- isolate sides with water-proof tape
- put the base in contact with water
- repeated radiographs with 20 phase steps x 0.2 s for about two hours
results: absorption
results: ratio \(R\)
first shot
after one hour
contrast-to-noise ratio
contrast-to-noise ratio
quantitative diffusion
thresholding \(\rightarrow\) fraction of wet pixels