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Record W4412943508 · doi:10.1515/9783111383446-001

11 Conversion of glycerolglycerol and bio-renewable carbon to acrylic acidacrylic acid

2025· book-chapter· en· W4412943508 on OpenAlexaff
Mohammad Jaber Darabi Mahboub, Jian‐He Xu, Gregory S. Patience, Jean‐Luc Dubois

Bibliographic record

Venuenot available
Typebook-chapter
Languageen
FieldEngineering
TopicCatalysis for Biomass Conversion
Canadian institutionsPolytechnique Montréal
Fundersnot available
KeywordsAcrylic acidRenewable energyPulp and paper industryMaterials scienceCarbon fibersChemistryComposite materialEngineeringElectrical engineeringPolymer

Abstract

fetched live from OpenAlex

Acrylic acid (AA) is an extraordinary compound that serves as a monomer for adhesives and sealants, plastic additives, surface coatings and paint, absorbents in diapers and personal care products, and water treatment. Annual worldwide production surpassed 6–7 million tons as of 2022–2023, valued at $12–13 billion, and is growing at a rate close to 4–6% per year (between 2023 and 2030). Propylene’s propylene partial oxidation to AA is the predominant process, as there is no real competitive alternative. In this gas-phase process, oxygen partially oxidizes propylene to acrolein above 300 °C, which in turn is oxidized in tandem to AA, where propylene is derived from petroleum. Society and governments motivate industry and academia to develop innovative technologies to reduce the environmental footprint related to AA synthesis. A biobased feedstock is a compelling alternative to propylene to approach a carbon-neutral AA process. Glycerol, a coproduct from biodiesel and oleochemistry derived from vegetable oil and animal fat, which dehydrates to acrolein at 300 °C, is one such bio-feedstock. However, crude glycerol crude glycerol (also called glycerin glycerine ) contains salts (such as NaCl), fatty acids (FA) and their salts, methanol, as well as various non-glyceric organic matter that add distillation costs. Consequently, many companies choose to combust it for its fuel value, while a few convert it to epichlorohydrin rather than refining it, and larger companies react it to methanol. BioMCN produces methanol from glycerol, and Solvay and others produce epichlorohydrin. Furthermore, excluding AA, there was insufficient market demand for glycerol, which made this product of low value for industry; therefore, its prices dropped from $0.43 kg −1 in 2003 to $0.18 kg −1 and $0.02 kg −1 for refined and crude glycerol, respectively, in 2010 [ 1 ]. By the mid-2010s, glycerol prices began to stabilize but remained low due to continued biodiesel biodiesel production. In the late 2010s and early 2020s, technological advances in refining glycerol into higher-value products, such as epichlorohydrin and propylene glycol, helped stabilize the market for refined glycerol. During the COVID-19 pandemic, disruptions in supply chains and the economic slowdown affected the glycerol market. Industrial activity slowed, reducing demand for both crude and refined glycerol. However, the demand for pharmaceutical-grade glycerol (used in hand sanitizer) increased, temporarily raising prices in those specific sectors. By 2021–2023, glycerol prices began to see modest increases due to growing 2 demand for sustainable chemicals and bio-based products and increased consumption in pharmaceutical, food, and personal care sectors. Therefore, the price of crude glycerol and refined glycerol has remained around $0.1–$0.2 kg −1 and 0.7–1.5 kg −1 , respectively. Here, we discuss commercial and potential processes to produce AA.

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: none
Teacher disagreement score0.011
Threshold uncertainty score0.036

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0110.009

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 head0.006
GPT teacher head0.183
Teacher spread0.177 · 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".

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Citations0
Published2025
Admission routes1
Has abstractno

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