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Record W4415172054 · doi:10.2118/227922-ms

Bitumen-Derived Carbon Fibers: A Low-Cost and Sustainable Alternative for Advanced Material Production

2025· article· en· W4415172054 on OpenAlexaboutno aff
T. Kamiński, Shad W. Siddiqui, J. M. Álvarez

Bibliographic record

VenueSPE Annual Technical Conference and Exhibition · 2025
Typearticle
Languageen
FieldEngineering
TopicFiber-reinforced polymer composites
Canadian institutionsnot available
Fundersnot available
KeywordsRaw materialUltimate tensile strengthFiberSynthetic fiberPolyacrylonitrileProduction (economics)SpinningAsphaltCharacterization (materials science)

Abstract

fetched live from OpenAlex

Abstract This work explores the feasibility of producing low-cost carbon fibers (CFs) from bitumen-derived precursor materials. The objective is to develop CFs with competitive mechanical properties through optimized feedstock modification, fiber spinning, and thermal treatment. This research supports Alberta’s economy by creating alternative high-value products from its abundant oil sands. It could offer a cost-effective alternative to polyacrylonitrile (PAN)-based CFs, addressing material availability and cost challenges in industries such as automotive, aerospace, and energy. Raw and modified bitumen fractions were investigated as precursor materials for CF production. The approach included: (i) feedstock modification to improve fiber properties; (ii) advancements in spinning techniques to control fiber morphology and diameter; and (iii) development of optimized thermal treatment protocols for stabilization and carbonization. These steps were implemented iteratively to enhance mechanical performance while maintaining cost efficiency. Characterization of the resulting CFs involved mechanical strength and microstructural analysis to assess their feasibility as a competitive alternative to PAN-based CFs. This study demonstrates that CFs with tensile strength exceeding 1500 MPa, modulus over 250 GPa, strain around 1%, and diameters below 20 µm can be produced from bitumen-derived precursors with minimal chemical modification and no additives. Results suggest that bitumen-derived CFs could provide a cost-effective alternative to traditional CFs, broadening their application potential. Upscaling production capability from kilogram-per-week to kilogram-per-day quantities is currently underway, advancing towards industrial feasibility. Further refinement of formulation and processing techniques is ongoing to enhance consistency and scalability. This research contributes to the state of knowledge by demonstrating the viability of bitumen-based CFs with high mechanical performance. Unlike most prior research that relies on extensive precursor modification or additives, the presented approach achieves competitive properties from lower value starting materials, with minimal processing. These findings offer a promising pathway for the petroleum industry to valorize these asphaltene-rich, bitumen type feedstocks, creating new high-value non-combustion products.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.002
Threshold uncertainty score0.007

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.001

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 head0.007
GPT teacher head0.235
Teacher spread0.228 · 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 source (direct Gemma or distilled Codex), 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
Published2025
Admission routes1
Has abstractyes

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