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Record W2341863302 · doi:10.1149/ma2016-01/19/1089

Fabrication of PVDF- and NMP-Free Lithium Ion Electrodes By Electrophoretic Deposition

2016· article· en· W2341863302 on OpenAlexaffabout
Marianna Uceda, Nima Parsi Benehkohal, George P. Demopoulos

Bibliographic record

VenueECS Meeting Abstracts · 2016
Typearticle
Languageen
FieldEngineering
TopicElectrophoretic Deposition in Materials Science
Canadian institutionsMcGill University
Fundersnot available
KeywordsElectrophoretic depositionMaterials scienceAnodeChemical engineeringElectrodePolyvinylidene fluorideCurrent collectorLithium (medication)NanocompositeElectrochemistryComposite materialPolymerCoatingChemistryElectrolyte

Abstract

fetched live from OpenAlex

Lithium-Ion batteries electrodes are fabricated by mixing the active (Li-ion host) and conductive material along with polyvinylidene fluoride (PVDF) and N-methyl-2-pyrrolidone (NMP) which are the binder and solvent respectively. The paste created is then doctor-bladed onto the current collector, convectively heated, and pressed. The problem with this method is that NMP is toxic and expensive and the binder has a limited solubility meaning replacing the solvent has proven difficult. Current attempts to eliminate the solvent have included finding a water soluble binder (such as Styrene Butadiene Rubber, SBR) or developing a new fabrication method. Among the new methods suggested is Electrophoretic Deposition (EPD). EPD is well suited to provide a low cost and green manufacturing technology for LIB battery electrodes thus contributing towards wider acceptance of electric vehicle transportation and renewable energy adoption. Thus EPD research can be very fertile ground in this domain. In particular, EPD systems that can produce thick electrode films using less hazardous solvents can be a major advancement. With this in mind our McGill HydroMET group has successfully used EPD recently to fabricate binder-free nanotitania/carbon anodes ( Journal of The Electrochemical Society , 162, D3013-D3018 (2015)). The performance of the EPD-deposited electrodes was further improved via sintering, this was then compared to standard PVDF-based electrodes and shown to have higher capacity retention characteristics. These encouraging results prompted research into carbon-coated lithium titanate spinel (Li 4 Ti 5 O 12 , LTO) electrodes. After screening different solvents (e.g. water, isopropanol, and several aqueous/organic hybrids) an acetonitrile and water (90/10 vol% respectively) medium was selected which made a stable suspension for both the carbon coated LTO and the conductive carbon. To improve adhesion, SBR binder was added. EPD conditions were 60V for three 15-second stages which yielded a deposit thickness of ~20 μm. In this paper an overview of this work will be presented by emphasizing the selection of EPD medium, characterization of the film, and battery performance (evaluated via galvanostatic charging/discharging cycling tests). In addition post-EPD film processing (compression or sintering) are to be discussed as a means to improve the mechanical integrity of the film.

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 score0.007
Threshold uncertainty score0.561

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 head0.004
GPT teacher head0.190
Teacher spread0.186 · 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
Published2016
Admission routes2
Has abstractyes

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