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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 OpenAlex
T. Kamiński, Shad W. Siddiqui, J. M. Álvarez

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

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.

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 score0.013
Threshold uncertainty score0.694

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 head0.007
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