Carbon capture's next top model

Creating accurate, detailed models is key to scaling up this important work. A recent paper led by the University of Pittsburgh Swanson School of Engineering examines and compares the various modeling approaches for hollow fiber membrane contactors (HFMCs), a type of carbon capture technology. The group analyzed over 150 cited studies of multiple modeling approaches to help researchers choose the technique best suited to their research.

"HFMCs are one of the leading technologies for post-combustion carbon capture, but we need modeling to better understand them," said Katherine Hornbostel, assistant professor of mechanical engineering and materials science, whose lab led the analysis. "Our analysis can guide researchers whose work is integral to meeting our climate goals and help them scale up the technology for commercial use."

A hollow fiber membrane contactor (HFMC) is a group of fibers in a bundle, with exhaust flowing on one side and a liquid solvent on the other to trap the carbon dioxide. The paper reviews state-of-the-art methods for modeling carbon capture HFMCs in one, two and three dimensions, comparing them in-depth and suggesting directions for future research.

"The ideal modeling technique varies depending on the project, but we found that 3D models are qualitatively different in the nature of information they can reveal," said Joanna Rivero, graduate student working in the Hornbostel Lab and lead author. "Though cost limits their wide use, we identify 3D modeling and scale-up modeling as areas that will greatly accelerate the progress of this technology."

Grigorios Panagakos, research engineer and teaching faculty in Carnegie Mellon University's Department of Chemical Engineering, brought his expertise in analyzing the modeling of transport phenomena to the review paper, as well.