David Danaci

Dr. David Danaci

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Research Focus & Metrics

Academic Career Length

13Years (2014-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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23 September 2019 in Molecular Systems Design & Engineering
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Journal Article
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DDDavid Danaci
David Danaci
MBMai Bui
Mai Bui
NDNiall Mac Dowell
Niall Mac Dowell
CPCamille Petit
Camille Petit
Metal–organic frameworks (MOFs) have taken the materials science world by storm, with potentials of near infinite possibilities and the panacea for adsorption-based carbon capture. Yet, no pilot-scale (or larger-scale) study exists on MOFs for carbon capture. Beyond material scalability issues, this clear gap between the scientific and engineering literature relates to the absence of suitable and accessible assessment of MOFs in an adsorption process. Here, we have developed a simple adsorbent screening tool with process economics to evaluate adsorbents for post-combustion capture, while also considering factors relevant to industry. Specifically, we have assessed the 25 adsorbents (22 MOFs, 2 zeolites, 1 activated carbon) against performance constraints – i.e. CO2 purity and recovery – and cost. We have considered four different CO2 capture scenarios to represent a range of CO2 inlet concentrations. The cost is compared to that of amine-based solvents for which a corresponding model was developed. Using the model developed, we have conceptually assessed the materials properties and process parameters influencing the purity, recovery and cost in order to design the ‘best’ adsorbent. We have also set-up a tool for readers to screen their own adsorbent. In this contribution, we show that minimal N2 adsorption and moderate enthalpies of adsorption are key in obtaining good process performance and reducing cost. This stands in contrast to the popular approaches of maximizing CO2 capacity or surface area. Of the 22 MOFs evaluated, UTSA-16 shows the best performance and lowest cost for post-combustion capture, having performance in-line with the benchmark, i.e. zeolite 13X. Mg-MOF-74 performs poorly. The cost of using the adsorbents remains overall higher than that of an amine-based absorption process. Ultimately, this study provides specific directions for material scientists to design adsorbents and assess their performance at the process scale. This works intends to bridge the gap between scientific and engineering studies to accelerate CO2 capture adsorbents development. The approach can be extended to other molecular separations.

9 July 2021 in Environmental Science & Technology
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Journal Article
Closed access
DDDavid Danaci
David Danaci
MBMai Bui
Mai Bui
CPCamille Petit
Camille Petit
NDNiall Mac Dowell
Niall Mac Dowell

20 January 2021 in Frontiers in Chemical Engineering
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Journal Article
Open access
DDDavid Danaci
David Danaci
PWPaul A. Webley
Paul A. Webley
CPCamille Petit
Camille Petit
Techno-economic analyses (TEAs) of CO2 capture technologies have risen in popularity, due to growing interest in meeting CO2 emissions reduction targets. Adsorption processes are one of the technologies proposed for CO2 capture, and although difficult, standardization of TEAs for adsorption should be attempted. The reason is that TEAs are often referred to as input data to other forms of modeling, to guide policy, and to act as summaries for those unfamiliar with adsorption processes. Herein, we discuss the aspects that should be considered when conducting TEAs for CO2 adsorption processes, and we present the implications of choices made at the TEA stage and offer guidance on best practice. our aim is to make TEAs of adsorption processes widely accessible to the adsorption community, and more generally to communities engaged in the evaluation of CCS technologies.

1 November 2015 in Chemical Engineering Journal
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Journal Article
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DDDavid Danaci
David Danaci
RSRanjeet Singh
Ranjeet Singh
PXPenny Xiao
Penny Xiao
PWPaul A. Webley
Paul A. Webley

27 February 2014 in The Journal of Chemical Physics
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Jin ShangJin Shang
Jin Shang
GLGang Li
Gang Li
RSRanjeet Singh
Ranjeet Singh
PXPenny Xiao
Penny Xiao
DDDavid Danaci
David Danaci
PWPaul A. Webley
Paul A. Webley
The crucial role of dispersion force in correctly describing the adsorption of some typical small-size gas molecules (e.g., CO2, N2, and CH4) in ion-exchanged chabazites has been investigated at different levels of theory, including the standard density functional theory calculation using the Perdew, Burke, and Ernzerhof (PBE) exchange-correlation functional and van der Waals density functional theory (vdWDFT) calculations using different exchange-correlation models – vdW_DF2, optB86b, optB88, and optPBE. Our results show that the usage of different vdWDFT functionals does not significantly change the adsorption configuration or the profile of static charge rearrangement of the gas–chabazite complexes, in comparison with the results obtained using the PBE. The calculated values of adsorption enthalpy using different functionals are compared with our experimental results. We conclude that the incorporation of dispersion interaction is imperative to correctly predict the trend of adsorption enthalpy values, in terms of different gas molecules and Cs+ cation densities in the adsorbents, even though the absolute values of adsorption enthalpy are overestimated by approximate 10 kJ/mol compared with experiments.

3 November 2014 in RSC Advances
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Journal Article
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TRT. Remy
T. Remy
EGE. Gobechiya
E. Gobechiya
DDDavid Danaci
David Danaci
SPS. A. Peter
S. A. Peter
PXP. Xiao
P. Xiao
JDJ. F. M. Denayer
J. F. M. Denayer
Kinetic separation of CO2from CH4over rubidium or cesium-exchanged ZK-5 (KFI) zeolites for upgrade of biogas to renewable fuels.