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Polyaniline–Copper Composite: A Non-precious Metal Cathode Catalyst for Low-Temperature Fuel Cells

2021· article· en· W3127688636 on OpenAlexaff
Jayesh M. Sonawane, Deepak Pant, Prakash C. Ghosh, Samuel B. Adeloju

Bibliographic record

VenueEnergy & Fuels · 2021
Typearticle
Languageen
FieldMaterials Science
TopicConducting polymers and applications
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsPolyanilineCopperPrecious metalCathodeComposite numberCatalysisMaterials scienceMetalChemical engineeringElectrical conductorFuel cellsMetallurgyComposite materialChemistryOrganic chemistryPolymer

Abstract

fetched live from OpenAlex

Platinum has been used extensively in low-temperature fuel cells (LTFCs), including polymer electrolyte fuel cells and microbial fuel cells (MFCs). Still, its replacement with low-cost alternatives has been a matter of considerable conjecture for some time. This study investigates the possible use of an electrochemically synthesized CP/PANi-Cu cathode as a low-cost replacement for a Pt cathode in MFCs and LTFCs. Thorough and detailed characterization and evaluation of the CP/PANi-Cu cathode was undertaken by electrochemical and advanced surface analytical methods, including scanning electron microscopy (SEM), XPS, FTIR, 4-D X-ray microscopy, and 3D profilometry. Direct comparison of the proposed cathode with a CP/Pt cathode is used to justify its adequacy as a replacement for a platinum cathode. The PANi-Cu coating had a uniform nano-fibrous structure, which enhanced its performance as a cathode. In particular, the incorporation of copper into the coating enhanced its ORR activity. By comparison, the optimum CP/PANi-Cu cathode achieved a 170% higher j0apparent of 0.088 ± 0.003 mA cm–2 than obtained with a standard CP/Pt cathode with a Pt loading of 0.5 mg cm–2. Even when a higher Pt loading of 1.5 mg cm–2 was used, the CP/PANi-Cu cathode performance was still slightly better. The superiority of the CP/PANi-Cu cathode was also reflected in the obtained Rct value of 1.456 Ω cm–2 compared with 3.95 and 1.485 Ω cm–2 obtained with the CP/Pt cathode, which has a Pt loading of 0.5 and 1.5 mg cm–2, respectively. The results obtained by SEM, XPS, FTIR, 4D X-ray microscopy, and 3D profilometry confirmed the unique nature, composition, and presence of copper in the CP/PANi-Cu composite. The results of this study clearly demonstrate that the proposed CP/PANi-Cu cathode can be adopted as a suitable low-cost replacement for a Pt cathode in LTFCs.

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 score0.015
Threshold uncertainty score0.880

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 head0.012
GPT teacher head0.250
Teacher spread0.239 · 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

Citations12
Published2021
Admission routes1
Has abstractyes

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