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Record W4386114677 · doi:10.11159/mmme23.131

Gallium Recovery from Bayer Liquor Using a Chelating Resin

2023· article· en· W4386114677 on OpenAlexvenueno aff
Ioanna Giannopoulou, Eleni Konstantakopoulou, Dimitrios Panias

Bibliographic record

VenueProceedings of the World Congress on Mechanical, Chemical, and Material Engineering · 2023
Typearticle
Languageen
FieldEngineering
TopicExtraction and Separation Processes
Canadian institutionsnot available
Fundersnot available
KeywordsGalliumChelationMaterials scienceNuclear chemistryChemistryMetallurgy

Abstract

fetched live from OpenAlex

This paper investigates the recovery of gallium from the aluminate solution of Bayer process (Bayer liquors), using a synthetic chelating resin.Gallium is extensively used in modern electronics and strategic energy technologies [1,2].Today, almost 95% of the global gallium production is used in semiconductor applications, although new uses for the metal in high-tech alloys and energy technologies are constantly being discovered.The strategic importance of gallium in low-carbon technologies makes it critical to the global economy.For the Europe economy, it is considered a highly important raw material of high supply-risk and therefore, it is included in the EU list of Critical Raw Material (CRM), since 2011.The minerals of gallium are rare and of no significant economic importance to serve as primary sources of the element or its compounds.They are present usually in trace amounts in the aluminum, zinc and iron ores.Generally, gallium is produced as by-product of these ores processing or from other secondary resources, like as fly ash and electronic waste.It is estimated that about 90% of the primary gallium worldwide is produced from the aluminate solution obtained in Bayer process used for the production of alumina from bauxite [3].The gallium content in Bayer liquor is low (about 200 ppm), making ion-exchange the most efficient method to be industrially applied for its recovery [4].In this work, the recovery of gallium from the Bayer liquor was studied, using a commercial chelating resin based on the amidoxime functional group, the Puromet MTS9701 (Purolite Ltd., UK).The resin's capacity and selectivity and the kinetics of gallium recovery were experimentally investigated, while an attempt to understand the process mechanism and the factors affecting the process efficiency was also made.The process equilibrium was investigated according to Langmuir and Freudlich isotherms, while its kinetics was analyzed using the pseudo first-and second-order empirical models.Moreover, the regeneration process of resin was investigated with acidic and basic solutions and its performance in sequential cycles' operation was evaluated.According to the experimental results, the Freudlich isotherm and the pseudo second-order kinetic model were proved more accurate to describe the equilibrium and kinetics, respectively, of gallium loading on the chelating resin used.The ratio of resin to solution was the most important factor of process efficiency.Equilibrium was reached after 5 h, when more than 75% of gallium was selectively extracted from the Bayer liquor, using a resin to solution ratio equal to 50 g/L.The maximum extraction of gallium was about 80%, after 24 h.The used resin was proved to be highly selective for gallium, which was thought to be bound on the nitrogen atom of amidoxime group.The in-depth understanding of the binding mechanism between amidoxime and gallium could result in designing a more efficient process for the recovery of gallium from Bayer liquors.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.061
Threshold uncertainty score0.831

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.013
GPT teacher head0.223
Teacher spread0.210 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2023
Admission routes1
Has abstractyes

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