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Record W4285398046 · doi:10.1149/ma2022-01115mtgabs

Formation of Mn-Zn Layered Double Hydroxide - New Insights into the Charge Storage Mechanism of Near-Neutral MnO<sub>2</sub>/Zn Batteries

2022· article· en· W4285398046 on OpenAlexaff
Ivan Stoševski, Arman Bonakdarpour, Baizeng Fang, David P. Wilkinson

Bibliographic record

VenueECS Meeting Abstracts · 2022
Typearticle
Languageen
FieldEngineering
TopicAdvanced battery technologies research
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsHydroxideZinc hydroxideElectrolyteElectrochemistryIntercalation (chemistry)ManganeseChemistryReaction mechanismAqueous solutionIonInorganic chemistryZincElectrodePhysical chemistryOrganic chemistry

Abstract

fetched live from OpenAlex

A relatively new type of aqueous battery that is based on MnO 2 /Zn chemistry in near-neutral pH electrolytes is receiving significant attention in the research community for its potential commercial applications. This chemistry offers many advantages such as relatively high cycle life [1], low cost, high natural abundance and availability of the active materials, and environmental friendliness. On the other hand, issues with the formation of parasitic Zn-layered double hydroxide (ZnLDH) creates challenges for the capacity utilization in high mass loading electrodes. Revealing the charge storage mechanism and the products of the discharge reaction would significantly help with the scaling up of this technology. At present, there is a debate on the nature of the reaction mechanism considering proton or zinc intercalation (or co-insertion of both) into the MnO 2 structure, and what structural transformations occur during charge/discharge. We present new insights on the reaction mechanism and show that novel, not reported yet, Mn-Zn based layered double hydroxide (MnZnLDH, Mn x Zn y (OH) z SO 4 · 5H 2 O) forms during the first discharge reaction (Figure 1) [2]. MnZnLDH forms through a conversion reaction that occurs between MnO 2 and Zn 2+ during the first discharge plateau and it is a structural analogue of ZnLDH. Electrochemical experiments in different aqueous/organic electrolytes with and without the presence of Zn ions have shown that protons and water play significant roles in the charge-storage mechanism, while Zn ions form species at the surface rather than intercalating in the bulk of MnO 2 structure. Excellent rechargeability was achieved for the ramsdellite (MnO 2 ) and hausmannite (Mn 3 O 4 ) phases, i.e., over 1000 [1] and 800 [3] cycles, respectively, without considering the formation of MnZnLDH. However, improving the reversibility of MnZnLDH transformation during the cycling will enhance the battery cycle life even further. References [1] I. Stoševski, A. Bonakdarpour, F. Cuadra, &amp; D. P. Wilkinson, Chem. Comm ., 2019, 55, 2082-2085. [2] I. Stoševski, A. Bonakdarpour, B. Fang, P. Lo, &amp; D. P. Wilkinson, Electrochim. Acta , 2021, 390, 138852. [3] I. Stoševski, A. Bonakdarpour, B. Fang, S. T. Voon, &amp; D. P. Wilkinson, Int. J. Energy Res. , 2021, 45, 220-230. Figure 1. Mechanism of the first discharge reaction Figure 1

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 score0.304
Threshold uncertainty score0.853

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 science0.0010.000
Research integrity0.0000.001
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 head0.016
GPT teacher head0.234
Teacher spread0.217 · 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".

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Citations0
Published2022
Admission routes1
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