New nanotechnology-based approaches are increasingly being investigated for enhanced oil recovery (EOR), with a particular focus on heavy oil reservoirs. Typically, the addition of a polymer to an injection fluid advances the sweep efficiency and mobility ratio of the fluid and leads to a higher crude oil recovery rate. However, harsh reservoir conditions, including high formation salinity and temperature, can limit the performance of such polymer fluids. Recently, nanofluids, that is, dispersions of nanoparticles (NPs) in a base fluid, have been recommended as EOR fluids; however, such nanofluids are unstable, even under ambient conditions. In this work, a combination of ZrO2 NPs and the polyacrylamide (PAM) polymer (ZrO2 NPs–PAM) was used to formulate a novel nanopolymer injection solution for EOR applications to overcome the limitations of simple PAM solutions by the in situ reservoir conditions including high temperature and salinity. A series of measurements were comprehended at controlled pH values to measure the stability and rheological properties of NPs–PAM combinations at different temperatures, salinities, NP concentrations, and shear rates. It is depicted from the results that a higher salinity decreased the viscosity of the polymer formulation. However, ZrO2 NPs–PAM combinations reduced the effect of increased salinity on viscosity, which is essential for EOR applications. Furthermore, at low and medium shear rates, which are more relevant to the flow scenarios in oil reservoirs, ZrO2 NPs–PAM exhibited a higher viscosity than the PAM solution at the same pH and salinity. In contrast, at higher shear rates, the viscosity of ZrO2 NPs–PAM was less than that of the sole PAM solution. Mechanistically, an increased shear rate endorsed the adsorption of polymer molecules onto the surface of NPs, foremost to a lesser polymer concentration in the solution. Moreover, although ZrO2 nanodispersion was unstable at all NPs and salt concentrations, ZrO2 NPs–PAM was stable over an extensive range of salinities and temperatures. The results suggested that ZrO2 NPs–PAM is more suitable than the sole polymer or NP solutions for EOR projects.
Carbon dioxide geo-sequestration (CGS) into sediments in the form of (gas) hydrates is one proposed method for reducing anthropogenic carbon dioxide emissions to the atmosphere and, thus reducing global warming and climate change. However, there is a serious lack of understanding of how such CO2 hydrate forms and exists in sediments. We thus imaged CO2 hydrate distribution in sandstone, and investigated the hydrate morphology and cluster characteristics via x-ray micro-computed tomography in 3D in-situ. A substantial amount of gas hydrate (∼17% saturation) was observed, and the stochastically distributed hydrate clusters followed power-law relations with respect to their size distributions and surface area-volume relationships. The layer-
... Show MoreAutomated detection of Dubas palm infestation by image processing techniques has practical significance as it can improve agricultural efficiency, increase crop yield and quality, protect the environment, and provide data-driven insights. It also reduces the human effort required for pest control and enhances sustainability. In this study, we aimed to automate the detection of Dubas bug infestation in palm trees using deep learning with transfer learning residual neural networks. Based on four models: InceptionResNetV2, ResNet18, ResNet50, and ResNet101, the data used in this study were obtained by drone photography, many images were taken, and then the infected area was extracted. Using two types of data, 185 infected images and 185 health
... Show MoreAxial spondyloarthritis (axSpA) is a chronic rheumatic inflammatory disease affecting mainly the spine and sacroiliac joints. Since the copper-to-zinc ratio (Cu/Zn) indicates an inflammatory response, the change in ratio is expected to correlate with axSpA. This study compared levels of Cu/Zn in the serum of axSpA patients. Serum samples were obtained from 53 patients with axSpA divided according to biological treatment into cohorts A and B, and 28 healthy control as cohort C. Serum levels of Cu and Zn were determined first by a fully automated chemistry analyzer TC-Matrix Plus, then the ratio was obtained. The elevated serum Cu concentration means of cohort B (189.32 ± 13.808 µg/dL) compared to cohort A (168.85 ± 7.244 µg/dL) a
... Show More