Cited by 1,331CO2 Reduction Techniques and CatalystsCatalysts for Methane ReformingElectrocatalysts for Energy Conversion

Electrochemical CO 2 Reduction into Chemical Feedstocks: From Mechanistic Electrocatalysis Models to System Design

Open access
Kibria, Md Golam, Edwards, Jonathan P., Gabardo, Christine M., Dinh, Cao‐Thang, Seifitokaldani, Ali, Sinton, David, Sargent, Edward H.·2019·Advanced Materials

Abstract

The electrochemical reduction of CO 2 is a promising route to convert intermittent renewable energy to storable fuels and valuable chemical feedstocks. To scale this technology for industrial implementation, a deepened understanding of how the CO 2 reduction reaction (CO 2 RR) proceeds will help converge on optimal operating parameters. Here, a techno‐economic analysis is presented with the goal of identifying maximally profitable products and the performance targets that must be met to ensure economic viability—metrics that include current density, Faradaic efficiency, energy efficiency, and stability. The latest computational understanding of the CO 2 RR is discussed along with how this can contribute to the rational design of efficient, selective, and stable electrocatalysts. Catalyst materials are classified according to their selectivity for products of interest and their potential to achieve performance targets is assessed. The recent progress and opportunities in system design for CO 2 electroreduction are described. To conclude, the remaining technological challenges are highlighted, suggesting full‐cell energy efficiency as a guiding performance metric for industrial impact.

AI snapshot

Written from the paper’s full text.

TL;DR

This review integrates technoeconomic analysis, computational mechanism models, catalyst surveys, and system design to assess electrochemical CO2 reduction to chemical feedstocks. It identifies CO, formate, ethylene, and ethanol as economically compelling targets and argues full-cell energy efficiency should guide industrial development.

Key findings

  • TEA identifies CO, formate, C2H4, and C2H5OH as the most economically compelling products; methane, methanol, ethanol, and ethylene each have a market size larger than 80 Mtons/year, while CO, formate, and propanol are promising on energy value.
  • Economic viability targets are current density >300 mA/cm2, FE 80–90% (or 90%), cell voltage <1.8 V, and stability >60,000–80,000 hours; with FE 90% and 1.8 V, production costs for several products are lower than current market price. A 2 cent electricity price increase raises CO/formate cost 25% and ethylene/ethanol cost over 33%.
  • Catalyst progress includes formate FE up to 93% on Sn(S)/Au at −0.75 V vs RHE over 40 h; CO FE >95% on Au nanoneedles at 22 mA/cm2 and 0.24 V overpotential; C2+ selectivity ~83% on Cu nanoparticles with ethylene 66% at 275 mA/cm2 and −0.54 V vs RHE; and ethanol FE 93.2% on B,N co-doped nanodiamond at −1.0 V vs RHE.
  • H cells are limited to typically under 100 mA/cm2 by CO2 solubility (34 mM at room temperature), while liquid-phase, gas-phase, and solid oxide electrolyzer architectures offer higher current densities but face tradeoffs in stability, flooding, salt formation, membrane hydration, and product selectivity.

Methods

  • Design: Review article synthesizing technoeconomic analysis, computational CO2RR mechanism literature, catalyst materials, and electrolyzer/system design.
  • Data/sample: Literature and reported performance data; TEA assumptions include CO2 cost 40 $/ton, electrolyzer cost 5000 $/m2, electricity price 2 cents/kWh, cell voltage 1.8 V, FE 90%, and current density 500 mA/cm2 for levelized cost comparison.
  • Analysis: TEA of product market/price and levelized cost; DFT/CHE/PCET and microkinetic models; catalyst classification into Groups 1–3 by intermediate binding; comparison of H-cell, liquid-phase, gas-phase, and solid oxide electrolyzers.

Limitations

  • Paper-stated: detailed CO2 electrolyzer cost analysis is needed for an accurate TEA; long-term CO2RR is not well studied, with most reports showing <100 hours; DFT cannot fully model the electrochemical interface, solvation, and electric fields; multi-carbon mechanisms and the role of residual Cu+ versus subsurface oxygen in oxide-derived Cu remain inconclusive; high ethanol selectivity is not yet achieved; full-cell EE is rarely reported.
  • Evident from the text: as a review, it presents no new primary experimental dataset, and the TEA relies on assumed costs and analogy to water electrolyzers in the absence of commercial large-scale CO2 electrolyzers.

Model-written summary. Check it against the paper before relying on it.

Integrity signals

Registry

Crossref · 10.1002/adma.201807166

Cites

260 of 260 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Claims the paper makes

0 of 253 cited sources checked · 0 supported · 0 flagged

  • Findingreasoning

    Products containing more C-H and C-C bonds such as ethylene and ethanol are more sensitive to electricity prices compared to CO and formate, assuming similar energy efficiency and selectivity.

    “Due to their higher energy requirements, products containing more C-H and C-C bonds such as ethylene and ethanol, are more sensitive to electricity prices compared to CO and formate, assuming similar energy efficiency and selectivity (Figure .1d-g).”
    Quote in the paperSubstantial claim
    • The authors state this as an assumption: For comparing sensitivity to electricity prices, energy efficiency and selectivity are similar across products.
  • Findingcitation

    The production cost for all products shows a strong dependence on Faradaic efficiency.

    “As shown in Figure 1d-g, the production cost for all products show a strong dependence on FE. [18]”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [18] source

      Not checked in the free run.

  • Findingown data

    The current density must be greater than 300 mA/cm2 for industrial application.

    “However, as highlighted in our TEA, the current density must be greater than 300 mA/cm 2 for industrial application.”
    Quote in the paperSubstantial claim
  • Findingnone given

    Gas phase electrolyzer with bipolar membrane has decreased liquid product loss.

    “decreased liquid product loss”
    Quote in the paperSubstantial claim
  • Findingnone given

    Batch H cell has a maximum current of less than 100 mA/cm2.

    “<100 mA/cm 2”
    Quote in the paperNot a substantial claim
  • May combine two claims. 83
  • Classified as probably not a substantial claim. 68
  • The quote only partly states this claim. 4
  • May combine two claims.

    Findingown data

    For ethanol and ethylene, when the electricity price increases 50% (from 4 to 6 cents/kWh), the production cost increases more than 30%, indicating that the electricity cost accounts for more than 60% of the product cost.

    “For example, in the case of ethanol and ethylene (Figure .1f, g), when the electricity price increase 50% (from 4 to 6 cents/kWh), the production cost increases more than 30%, indicating that the electricity cost accounts for more than 60% of the product cost.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingnone given

    Methane, methanol, ethanol, and ethylene each have a market size larger than 80 million tons per year.

    “In this regard, methane, methanol, ethanol, and ethylene are promising products, with each having a market size larger than 80 million tons (Mtons) per year (Figure .1a).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    In this study, the production cost significantly increases when the current density decreases from 300 to 100 mA/cm2 and only slightly decreases when the current density increases from 300 to 1000 mA/cm2.

    “In this study, we found that the production cost significantly increases when the current density decreases from 300 to 100 mA/cm 2 (Figure .1d-g) and only slightly decreases when the current density increases from 300 to 1000 mA/cm 2.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingreasoning

    When the electricity price increases 2 cents, the electroproduction cost of CO and formate increases 25%, while that of ethylene and ethanol increases over 33%.

    “For example, when the electricity price increases 2 cents, the electroproduction cost of CO and formate increases 25%, while that of ethylene and ethanol increases over 33%.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    The paper's TEA shows that with a Faradaic efficiency of 90% and a cell voltage of 1.8 V, the production cost for several products is lower than current market price, making their production from CO2RR profitable provided these metrics are achieved.

    “Our TEA (Figure .1c) shows that with a FE of 90% and a cell voltage of 1.8V, the production cost for several products are lower than current market price, making their production from CO2RR profitable provided these metrics are achieved.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingnone given

    Liquid phase electrolyzer forms carbonate salt.

    “Carbonate salt”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Findingnone given

    Solid oxide electrolyzer produces mostly single carbon products.

    “Mostly single carbon products”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S1 (asserted), S3 (load-bearing), S4 (based).

    Findingnone given

    Solid oxide electrolyzer achieves high current densities.

    “High current”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Findingnone given

    Batch H cell stability is limited to the stability of the catalyst.

    “Stability limited to stability of catalyst”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S1 (asserted), S3 (load-bearing), S4 (based).

    Findingnone given

    Solid oxide electrolyzer has a maximum current greater than 1 A/cm2.

    “>1 A/cm 2”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    The TEA showed the key performance targets are FE (90%), cell voltage (<1.8 V), current density (>300 mA/cm2), and stability (>60,000-80,000 hours).

    “The TEA also showed the key performance targets are: FE (90%), cell voltage (<1.8 V), current density (>300 mA/cm 2 ), and stability (>60,000-80,000 hours).”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingnone given

    Gas phase electrolyzer with cation exchange membrane has a maximum current of 100 mA/cm2.

    “100 mA/cm 2”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Findingnone given

    Gas phase electrolyzer with anion exchange membrane has hydration of membrane and gas stream (catholyte-free system).

    “Hydration of membrane and gas stream (catholyte-free system)”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Findingnone given

    Gas phase electrolyzer with anion exchange membrane forms carbonate ion.

    “carbonate ion”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingnone given

    Batch H cell has a simple setup.

    “simple setup”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Findingnone given

    Batch H cell is limited to neutral or acidic electrolytes.

    “limited electrolytes (neutral or acidic)”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based). May combine two claims.

    Findingnone given

    Gas phase electrolyzer with cation exchange membrane is similar to H2O electrolyzer, making scale up easier.

    “Similarity to H2O electrolyzer makes scale up easier”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingnone given

    Liquid phase electrolyzer has complexity in system setup (pumps for electrolyte).

    “Complexity in system setup (pumps for electrolyte)”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingnone given

    Gas phase electrolyzer with bipolar membrane has a maximum current of 200 mA/cm2.

    “200 mA/cm 2”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). The quote only partly states this claim.

    Findingnone given

    Gas phase electrolyzer with anion exchange membrane has low ohmic losses.

    “Low ohmic losses”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingnone given

    Liquid phase electrolyzer (alkaline electrolyzer) has a maximum current greater than 1 A/cm2.

    “>1 A/cm 2”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingnone given

    Liquid phase electrolyzer suffers from flooding.

    “Flooding”
    Quote in the paperNot a substantial claim
  • The quote only partly states this claim.

    Findingnone given

    Gas phase electrolyzer with cation exchange membrane has low ohmic losses.

    “low ohmic losses”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Findingnone given

    Solid oxide electrolyzer has good energy efficiencies.

    “good energy”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingnone given

    Gas phase electrolyzer with cation exchange membrane has hydration of membrane.

    “hydration of membrane”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Findingnone given

    Liquid phase electrolyzer has ohmic losses.

    “Ohmic losses”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). The quote only partly states this claim.

    Findingnone given

    Gas phase electrolyzer with cation exchange membrane causes acidification of cathode.

    “acidification of”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingnone given

    Liquid phase electrolyzer allows precise control of the reaction environment.

    “Precise control of reaction environment”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingnone given

    Gas phase electrolyzer with bipolar membrane has hydration of membrane and gas stream.

    “membrane and gas stream”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S1 (asserted), S3 (load-bearing), S4 (based).

    Findingnone given

    Gas phase electrolyzer with bipolar membrane has stability.

    “Stability”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S1 (asserted), S3 (load-bearing), S4 (based).

    Findingnone given

    Gas phase electrolyzer with anion exchange membrane has stability.

    “stability”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Premisenone given

    There are three types of bond formation steps in CO2RR: oxygen hydrogenation, carbon hydrogenation, and carbon-carbon coupling.

    “There are three types of bond formation steps in CO2RR: oxygen hydrogenation (O-H), carbon hydrogenation (C-H), and carbon-carbon coupling (C-C).”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Premisenone given

    CO2RR is a reaction with multiple proton-electron transfer steps leading to carbon-based products and water.

    “CO2RR is a reaction with multiple proton-electron transfer steps leading to carbonbased products and water:”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.

    Premisenone given

    CO and formate are the simplest products of CO2RR, needing only two proton-electron pairs.

    “CO and formate are the simplest products of CO2RR, needing only two protonelectron pairs.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based). May combine two claims.

    Premisenone given

    Long-term CO2RR has not been well studied, with most reports showing a very short testing time (usually <100 hours).

    “Long-term CO2RR has not been well studied, with most of the reports showing a very short testing time (usually < 100 hours).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisenone given

    There are two proposed mechanisms for hydrogenation: the Eley-Rideal mechanism and the Langmuir-Hinshelwood mechanism.

    “There are two proposed mechanisms for hydrogenation: the Eley-Rideal mechanism, in which H2O and e -are the reactants; and the Langmuir-Hinshelwood mechanism, in which catalyst surface adsorbed hydrogen (*H) is the reactant.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisenone given

    In the PCET+CHE model, protons and electrons are paired so that their collective chemical potential is equal to half of the chemical potential of gaseous H2 at a potential of 0 V and pH 0.

    “In this model, protons and electrons are paired so that their collective chemical potential is equal to half of the chemical potential of gaseous hydrogen (H2) at a potential of 0 V and pH 0.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    CO2RR can produce up to 16 different gas and liquid products, albeit with a wide range of selectivities.

    “Based on the number of electrons transferred during the reaction, CO2RR can produce up to 16 different gas and liquid products, albeit with a wide range of selectivities.[24]”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [24] source

      Not checked in the free run.

  • May combine two claims.

    Premisereasoning

    The PCET+CHE approach is widely used to calculate reaction energy barriers of hydrogenation steps as a function of applied potential, but it does not model nonelectrochemical steps, nor can it simulate steps involving only electrons or only protons.

    “This approach is widely used to calculate reaction energy barriers of hydrogenation steps as a function of applied potential; however, it does not model nonelectrochemical steps, nor can it simulate steps involving only electrons or only protons.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Premisenone given

    The calculated reaction energies have an uncertainty of 0.1 eV.

    “The calculated reaction energies have an uncertainty of 0.1 eV.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    Increasing *CO coverage significantly decreases *CO binding energy due to adsorbate-adsorbate lateral repulsion, and consequently improves *CO dimerization.

    “For example, when increasing *CO coverage, it has been shown that *CO binding energy significantly decreases due to the adsorbate-adsorbate lateral repulsion, [58] and consequently, *CO dimerization improves.[33]”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites [58] source

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    • cites [33] source

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  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisenone given

    The onset potential is useful in determining the catalytic activity towards a certain reaction.

    “The onset potential is useful in determining the catalytic activity towards a certain reaction.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Premisenone given

    DFT computations calculate the reaction free energy and activation energy barrier for each elementary step along a reaction pathway.

    “DFT computations calculate the reaction free energy and activation energy barrier for each elementary step along a reaction pathway.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    The Klinkova Pd catalyst was stable for over six hours and achieved a FE > 90% at -0.2 V vs RHE.

    “This catalyst was stable for over six hours and was able to achieve a FE > 90% at -0.2 V vs RHE.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [74] source

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  • May combine two claims.

    Interpretationreasoning

    Group 3 catalysts bind all previously mentioned intermediates, including *CO, and can further reduce *CO to multi-carbon products, including hydrocarbons and oxygenates.

    “Finally, Group 3 catalysts bind to all the previously mentioned intermediates, including *CO, and can further reduce the *CO intermediate to form multi-carbon products, including hydrocarbons and oxygenates.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    The most common Group 2 electrocatalyst materials include Au and Ag, which have weak binding of the *CO intermediate.

    “With their selective production of CO, the most common Group 2 electrocatalyst materials include Au and Ag, which have weak binding of the *CO intermediate.[75]”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [75] source

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  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).

    Interpretationnone given

    DFT calculations are a helpful tool for understanding CO2RR mechanisms.

    “Overall, DFT calculations are a helpful tool for understanding CO2RR mechanisms.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    Recent studies have used machine learning to explore the complex reaction network, find active bimetallic facets for CO2RR, or identify alloys for CO2RR and HER.

    “There are a few recent studies using machine learning to explore the complex reaction network, [66] find active bimetallic facets for CO2RR, [67] or identify alloys for CO2RR and HER, [68]”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites [66] source

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    • cites [67] source

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    • cites [68] source

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  • The quote only partly states this claim.

    Premisecitation

    The three-fold enhancement in formate selectivity with Sn(S)/Au was attributed to S-induced undercoordinated sites of the Sn nanoparticles.

    “which was attributed to the S-induced undercoordinated sites of the Sn nanoparticles.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [70] source

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  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationnone given

    Further advances are necessary to model the complexities of multi-carbon product formation.

    “Many improvements have been made to the predictive capability of DFT, but further advances are necessary to model the complexities of multi-carbon product formation.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisenone given

    Formate is formed through the *HCOO intermediate, which is bound to the surface via both oxygen atoms, leaving the C atom available for hydrogenation.

    “Formate is formed through the *HCOO intermediate, which is bound to the surface via both oxygen atoms, leaving the C atom available for hydrogenation.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    Previous DFT studies have shown that tensile strain improves *CO dimerization by increasing the adsorption energy of CO and consequently increasing CO surface coverage and suppresses the competing HER.

    “Previous DFT studies have shown that tensile strain improves the *CO dimerization by increasing the adsorption energy of CO and consequently increasing CO surface coverage and suppresses the competing HER.[33,62]”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites [33] source

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    • cites [62] source

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  • May combine two claims.

    Premisecitation

    The authors attained high FE (>95%) and current density (22 mA/cm2) for CO generation with very low overpotential (0.24 V) using Au nanoneedles.

    “As a result, the authors attained high FE (>95%) and current density (22 mA/cm 2 ) for CO generation with very low overpotential (0.24 V) using Au nanoneedles (Figure.4C).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [76] source

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  • May combine two claims.

    Premisecitation

    Surface water either serves as a proton donor for dehydration steps or directly reacts with the adsorbates, playing an important role in modulating the selectivity between hydrocarbons and oxygenates.

    “Surface water either serves as a proton donor for dehydration steps or directly reacts with the adsorbates, thereby playing an important role in modulating the selectivity between hydrocarbons and oxygenates.[56][57]”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [56] source

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    • cites [57] source

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  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisenone given

    Several catalysts have been explored to reduce the activation energy barrier for CO2RR.

    “Over the last few decades, several catalysts have been explored to reduce the activation energy barrier for CO2RR.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    Because the rate-determining step only involves an electron transfer, the early CO dimerization mechanism agrees with the experimental observation that ethylene formation is pH independent on the SHE scale.

    “Since this rate-determining step only involves an electron transfer, i.e. no proton transfer, the mechanism agrees with experimental observation that ethylene formation is pH independent on the Standard Hydrogen Electrode (SHE) scale.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    Liu et al. designed a catalyst that significantly boosted local electric fields, enhancing local concentration of electrolyte cations and CO2, through ultrasharp nanoneedle structuring of Au.

    “For example, Liu et al. designed a catalyst that significantly boosted local electric fields, enhancing the local concentration of electrolyte cations (Figure.4A) and CO2, through ultrasharp nanoneedle structuring of Au (Figure .4B) .[76]”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [76] source

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  • May combine two claims.

    Premisecitation

    Pd has produced formate at low overpotentials, but CO poisoning of the catalyst has limited stable operation.

    “In addition, Pd has produced formate at low overpotentials, but CO poisoning of the catalyst has limited stable operation.[73]”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [73] source

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  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Interpretationcitation

    The current understanding of the key underlying mechanism is inconclusive and requires further study.

    “However, the current understanding of the key underlying mechanism is inconclusive and requires further study.[76]”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [76] source

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  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisenone given

    A number of reports have highlighted the effect of adsorbed species on CO2RR activity to CO.

    “Apart from structural effects, a number of reports have highlighted the effect of adsorbed species on CO2RR activity to CO.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    Dinh et al. demonstrated that thermally deposited Cu nanoparticle can exhibit ~83% selectivity towards C2+ products, with ethylene (66%) the primary product at 275 mA/cm2 and -0.54 V vs RHE.

    “In a recent study, Dinh et al. demonstrated that thermally deposited Cu nanoparticle can exhibit ~83% selectivity towards C2+ products, with ethylene (66%) the primary product at 275 mA/cm 2 and -0.54 V vs RHE.[93]”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [93] source

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  • May combine two claims.

    Premisecitation

    Nitrogen defect incorporated 3D graphene exhibited superior activity compared to Ag and Au, achieving a FE of 85% at a lower overpotential of 0.47 V.

    “In a separate study, nitrogen defect incorporated 3D graphene exhibited superior activity as compared to Ag and Au, achieving a FE of 85% at a lower overpotential of 0.47 V. [89]”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [89] source

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  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Handoko et al. reported selective reduction of CO2 to ethane and ethanol on thick OD Cu electrodes which they attributed to the stabilization of *CH3 intermediates by Cu+.

    “Handoko et al. reported selective reduction of CO2 to ethane and ethanol on thick OD Cu electrodes which they attributed to the stabilization of *CH3 intermediates by Cu + .[96]”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [96] source

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  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationnone given

    It remains unclear how such a small amount (<0.2%) of microstrain in the GB-rich Cu can significantly alter the binding energy of the reaction intermediates.

    “However, it remains unclear how such a small amount (< 0.2%) of microstrain in the GB-rich Cu can significantly alter the binding energy of the reaction intermediates.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    Atomistic modelling has revealed a deeper understanding of catalytic activity of GB on Au surfaces, including broken scaling relations and broken local spatial symmetry near the GB.

    “Atomistic modelling has revealed a deeper understanding of the catalytic activity of GB on Au surfaces, including broken scaling relations [81] and broken local spatial symmetry near the GB.[82]”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [81] source

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    • cites [82] source

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  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Interpretationnone given

    The underlying mechanism for high selectivity on OD Cu is yet to be well understood, and is often pointed to crystallite sizes and facets, strains, GBs, and rise in local pH.

    “While high selectivity towards multi-carbon products has been demonstrated on OD Cu [96] at low overpotentials, the underlying mechanism is yet to be well understood, and is often pointed to crystallite sizes and facets, strains, GBs, and rise in local pH.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    The unique catalytic activity of OD Cu has also been attributed to internal strain.

    “The unique catalytic activity of OD Cu has also been attributed to internal strain.[97]”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [97] source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    OD Cu catalyst possesses an abundance of GBs, shown to be strong CO-binding sites, enabling these catalysts to be highly active in CO reduction to multi-carbon products.

    “A number of works have reported that the OD Cu catalyst possesses an abundance of GBs, shown to be strong CO-binding sites, enabling these catalysts to be highly active in CO reduction to multi-carbon products.[91,[97][98][99]”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [91,[97][98][99]

      Not checked in the free run.

  • May combine two claims.

    Interpretationnone given

    Great progress has been made in the production of CO from CO2RR with the reported selectivity, current density and overpotential exceeding the minimum performance targets for economic viability, making it likely the first target product for large scale CO2 electrolyzers.

    “In summary, great progress has been made in the production of CO from CO2RR with the reported selectivity, current density and overpotential exceeding the minimum performance targets for economic viability, making it likely the first target product for large scale CO2 electrolyzers.”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: There exist minimum performance targets for economic viability for CO production from CO2RR.
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Analogous effects pertaining to adsorbed chloride and cyanide anions have been observed on Au electrodes.

    “Analogous effects pertaining to adsorbed chloride and cyanide anions has been observed on Au electrodes.[75,76]”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [75] source

      Not checked in the free run.

    • cites [76] source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Various studies have utilized bulk sensitive in situ XANES spectroscopy to show that Cu+ is stable during the course of CO2RR, a finding recently supported by another study using in situ soft XAS measurements.

    “Various studies [100,101] have utilized bulk sensitive in situ X-ray absorption near-edge structure (XANES) spectroscopy to show that Cu + is stable during the course of CO2RR, a finding recently supported by another study using in situ soft XAS measurements (Figure .6a,b).[102]”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites [100] source

      Not checked in the free run.

    • cites [101] source

      Not checked in the free run.

    • cites [102] source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    In contrast, other groups have reported that Cu+ is rapidly reduced and remains as Cu0 under reducing conditions.

    “In contrast to the above reports on the crucial role of Cu + , other groups have reported that Cu + is rapidly reduced and remains as Cu 0 under reducing conditions.[103]”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [103] source

      Not checked in the free run.

  • May combine two claims.

    Interpretationreasoning

    As a result, the probability of CO dimerization is increased, which is the rate determining step towards C2 products.

    “As a result, the probability of CO dimerization is increased, which is the rate determining step towards C2 products.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    In situ Raman revealed the origin of the high selectivity to be the optimum availability of the *CO intermediate and the enhanced stabilization of the Cu2O overlayer.

    “In situ Raman revealed the origin of the high selectivity to be the optimum availability of the *CO intermediate and the enhanced stabilization of the Cu2O overlayer.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [111] source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    The combination of B and N co-doping and the balance between the N content and H2 evolution potential were key for achieving high ethanol selectivity.

    “The combination of B and N co-doping and the balance between the N content and H2 evolution potential were key for achieving high ethanol selectivity.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [119] source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Lee et al. used an electrochemical co-deposition technique to create phase-blended Ag-incorporated biphasic Cu2O-Cu catalysts.

    “Lee et al. used an electrochemical co-deposition technique to create phaseblended Ag-incorporated biphasic Cu2O-Cu catalysts.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [112] source

      Not checked in the free run.

  • Classified as probably not a substantial claim. May combine two claims.

    Interpretationcitation

    On the other hand, surface sensitive techniques have been used to conclude that there is no residual Cu+ and the enhanced performance of OD Cu may result from subsurface oxygen.

    “On the other hand, surface sensitive techniques have been used to conclude that there is no residual Cu + and the enhanced performance of OD Cu may result from subsurface oxygen.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    On the catalyst surface, pure metallic phase Cu was revealed; however, the presence of subsurface oxygen was correlated with higher C2 selectivity, with the enhancement attributed to changes in the electronic structure of the Cu that enhance the binding of *CO.

    “On the catalyst surface, pure metallic phase Cu was revealed; however, the presence of subsurface oxygen was correlated with higher C2 selectivity, with the enhancement attributed to changes in the electronic structure of the Cu that enhance the binding of *CO.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [106] source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    The geometric arrangements of the Cu and Pd rather than the electronic effect were reported to be the key in tuning the product selectivity.

    “The geometric arrangements of the Cu and Pd rather than the electronic effect were reported to be the key in tuning the product selectivity.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [114] source

      Not checked in the free run.

  • Classified as probably not a substantial claim. May combine two claims.

    Premisecitation

    The Ag-Cu biphasic boundaries were thought to suppress HER and increase *CO mobility from Ag to Cu sites.

    “The Ag-Cu biphasic boundaries were thought to suppress HER and increase *CO mobility from Ag to Cu sites.[112]”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [112] source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Their DFT studies suggested that the reduction of Cu2O is favored both kinetically and energetically over CO2RR.

    “Their DFT studies suggested that the reduction of Cu2O is favored both kinetically and energetically over CO2RR.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [104] source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    In contrast, a few other DFT studies reveal that sub-surface oxygen has negligible effect on the CO2RR activity of Cu.

    “In contrast to the above reports, a few other DFT studies reveal that sub-surface oxygen has negligible effect on the CO2RR activity of Cu. [103,104]”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [103] source

      Not checked in the free run.

    • cites [104] source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Only <1% of the original 18O content remained after only ∼10 min of reaction at -1.0 V vs RHE, indicating that residual oxides are unstable in OD Cu catalysts.

    “Only <1 % of the original 18 O content remained after only ∼10 min of reaction at -1.0 V vs RHE, indicating that residual oxides are unstable in OD Cu catalysts.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [105] source

      Not checked in the free run.

  • Classified as probably not a substantial claim. May combine two claims.

    Premisecitation

    Based on the XPS analysis, the authors reasoned the high activity to the presence of N-sp3 C active sites as well as high overpotential for HER on NDD catalyst.

    “Based on the XPS analysis, the authors reasoned the high activity to the presence of N-sp 3 C active sites as well as high overpotential for HER on NDD catalyst.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [120] source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Kim et al. performed a systematic study on bimetallic Cu-Au nanoparticle monolayers and concluded that synergistic electronic and geometric effects govern the binding energies of the key intermediates along the alcohol pathway.

    “Kim et al. performed a systematic study on bimetallic Cu-Au nanoparticle monolayers and concluded that synergistic electronic and geometric effects govern the binding energies of the key intermediates along the alcohol pathway.[117]”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [117] source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Xu et al. found that the incorporation of Au not only stabilizes Cu nanoparticles, but also lowers the overpotential for CO2RR.

    “In addition, Xu et al. found that the incorporation of Au not only stabilizes Cu nanoparticles, but also lowers the overpotential for CO2RR.[115]”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [115] source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Jia et al. reported an electrodeposited Cu-Au alloy (Cu63.9Au36.1), which exhibited an alcohol selectivity of 28% in contrast to 5% on the bulk Cu catalyst.

    “Jia et al. reported an electrodeposited Cu-Au alloy (Cu63.9Au36.1),which exhibited an alcohol selectivity of 28% in contrast to 5% on the bulk Cu catalyst.[116]”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [116] source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Hoang et al. created an electrodeposited Cu-Ag alloy, containing 6% Ag, which demonstrated a FE for C2H4 and C2H5OH of nearly 55% and 26%, respectively, at a cathode potential of -0.7 V vs RHE.

    “In one report, Hoang et al. created an electrodeposited Cu-Ag alloy, containing 6% Ag, which demonstrated a FE for C2H4 and C2H5OH of nearly 55% and 26%, respectively, at a cathode potential of -0.7 V vs RHE.[111]”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [111] source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationreasoning

    Thus, it remains inconclusive whether residual surface oxide and/or subsurface oxygen are responsible for the enhanced catalytic activity of OD Cu catalyst.

    “Thus, it remains inconclusive whether residual surface oxide and/or subsurface oxygen are responsible for the enhanced catalytic activity of OD Cu catalyst.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Dufek et al. extended the lifetime of their syngas (CO and H2) producing cell with an AEM by maintaining a high anode pH.

    “For example, Dufek et al. extended the lifetime of their syngas (CO and H2) producing cell with an AEM, by maintaining a high anode pH.[123]”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [123] source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationnone given

    In gas phase electrolyzers, liquid products can accumulate in the gas diffusion electrodes and hamper gas diffusion.

    “However, liquid products can accumulate in the gas diffusion electrodes and hamper gas diffusion.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    Haas et al. generated CO at 50 mA/cm2 for over 1000 h by forcing CO2 through their gas diffusion electrode, but did not operate at higher current densities without sacrificing selectivity.

    “Recently, Haas et al. generated CO at 50 mA/cm 2 for over 1000 h by forcing the CO2 through their gas diffusion electrode; however, they did not operate at higher current densities without sacrificing selectivity.[92]”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [92] source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Komatsu et al. reasoned that differences in proton availability led to C2H4 as the major product with a CEM and HCOOH as the major product with an AEM under otherwise similar conditions.

    “For instance, Komatsu et al. reasoned that differences in proton availability led to C2H4 as the major product with a CEM and HCOOH as the major product with an AEM under otherwise similar conditions.[159]”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [159] source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Buffer layers between catalyst and membrane may not be effective for long run timescales, increase cell resistance, and negate attractive features of gas phase electrolyzers.

    “however, these layers may not be effective for long run timescales, increase the resistance of the cell, and negate some of the most attractive features of gas phase electrolyzers.[157]”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [157] source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Interpretationnone given

    Gas phase electrolyzers have lower ohmic losses than liquid phase electrolyzers.

    “Gas phase electrolyzers have several advantages over their liquid phase counterparts as they involve less electrolyte pumps and flow fields, can be pressurized easily, and have lower ohmic losses.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    Successful extraction of liquid products from the gas diffusion electrodes can maintain stability and has the potential to produce a stream of concentrated liquid products.

    “The successful extraction of the liquid products from the gas diffusion electrodes can maintain stability and has the potential to produce a stream of concentrated liquid products.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    Elimination of catholyte in gas phase electrolyzers removes the possibility of electrolyte flooding the gas diffusion electrode, electrolyte impurity deposition onto the catalysts, and generation of bicarbonate/carbonate salts.

    “Also, the elimination of catholyte removes the possibility of electrolyte flooding the gas diffusion electrode, electrolyte impurity deposition onto the catalysts, and the generation of bicarbonate/carbonate salts, thereby removing multiple sources of instability.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Interpretationnone given

    Gas phase electrolyzers can be pressurized easily.

    “Gas phase electrolyzers have several advantages over their liquid phase counterparts as they involve less electrolyte pumps and flow fields, can be pressurized easily, and have lower ohmic losses.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    Bicarbonate/carbonate formation and salt precipitation reduce electrolyte conductivity, alter electrolyte pH, and block gas diffusion electrode/membrane pores.

    “In addition to increasing ohmic resistance of electrolytes through bubble production, forcing CO2 in alkaline electrolytes can lead to bicarbonate/carbonate formation and salt precipitation, which reduce electrolyte conductivity, alter electrolyte pH, and block gas diffusion electrode/membrane pores.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    Lee et al. observed a significant improvement in their formate FE and stable multi-day production when using a gas phase system compared to a liquid phase electrolyzer.

    “For example, Lee et al. observed a significant improvement in their formate FE and stable multi-day production when using a gas phase system compared to a liquid phase electrolyzer.[145]”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [145] source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    AEMs functionalized with imidazolium have been used to produce CO or syngas at moderate (50 mA/cm2) and high current densities ≥100 mA/cm2, operating with high stability for hours, days, and even months.

    “For instance, AEMs functionalized with imidazolium have been used to produce CO or syngas at moderate (50 mA/cm 2 ) and high current densities ≥100 mA/cm 2 , operating with high stability for hours, [163] days, [164] and even months.[165]”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites [163] source

      Not checked in the free run.

    • cites [164] source

      Not checked in the free run.

    • cites [165] source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Jeanty et al. exploited minor flooding of the gas diffusion electrode to clean off accumulated salt precipitate, allowing them to produce CO for over 600 h.

    “Jeanty et al. exploited minor flooding of the gas diffusion electrode to clean off salt precipitate that had accumulated over time, allowing them to produce CO for over 600 h.[144]”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [144] source

      Not checked in the free run.

  • May combine two claims.

    Interpretationnone given

    Liquid electrolyte is a source of instability in liquid phase electrolyzers due to impurity deposition on the catalyst and potential penetration of liquid electrolyte into the gas diffusion electrode (flooding).

    “While having a liquid electrolyte can be beneficial, it is also a source of instability in the system due to impurity deposition on the catalyst and the potential penetration of liquid electrolyte into the gas diffusion electrode, or flooding, which is a common failure mode.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Another study found the highest FEHCOOH at an optimal loading of 50 wt% Nafion.

    “whereas another study found the highest FEHCOOH at an optimal loading of 50 wt% Nafion.[182,183]”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [182] source

      Not checked in the free run.

    • cites [183] source

      Not checked in the free run.

  • May combine two claims.

    Interpretationnone given

    To achieve high catalyst utilization, catalyst particles must be connected both ionically and electrically, making catalyst deposition critical to performance.

    “To achieve high catalyst utilization, the catalyst particles must be connected both ionically and electrically, making catalyst deposition critical to performance.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    In Li et al.'s BPM system, the cell voltage was extremely stable over the run time, but FECO decreased significantly after the first hour due to cathode acidification.

    “Although the cell voltage was extremely stable over the run time, the FECO decreased significantly after the first hour due to cathode acidification.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [171] source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Solid oxide electrolyzers combine electrocatalysis with high temperatures (>600°C) to generate C1 gas products like CO or CH4, at high current densities, typically on the order of A/cm2, from CO2 and H2O/H2 feedstocks.

    “Solid oxide electrolyzers combine electrocatalysis with high temperatures (>600°C) to generate C1 gas products like CO or CH4, at high current densities, typically on the order of A/cm 2 , from CO2 and H2O/H2 (proton source) feedstocks.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    Increasing the PTFE content of the microporous layer can prevent flooding but comes at the expense of electrical conductivity and gas permeability.

    “To prevent flooding, especially in liquid phase electrolyzers, the PTFE content of the microporous layer can be increased at the expense of electrical conductivity and gas permeability.[178]”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [178] source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Formation of C2H4 is largely independent of pH, unlike formation of CH4 which is pH dependent.

    “With respect to C2H4, formation is largely independent of pH, [204] unlike the formation of CH4 which is pH dependent.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [204] source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    When generating CO on Ag catalysts in liquid phase electrolyzers, alkaline conditions have resulted in reduced overpotentials and HER.

    “For example, when generating CO on Ag catalysts in liquid phase electrolyzers, alkaline conditions have resulted in reduced overpotentials [131,200] and HER, [201]”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites [131] source

      Not checked in the free run.

    • cites [200] source

      Not checked in the free run.

    • cites [201] source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    There is a distinction between bulk electrolyte pH and local cathode pH, as reduction reactions drive up the local pH at the electrode surface.

    “There is a distinction between bulk electrolyte pH and local cathode pH, as reduction reactions drive up the local pH at the electrode surface.[199]”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [199] source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.

    Interpretationnone given

    It remains a challenge to operate gas phase electrolyzers at higher current densities (>200 mA/cm2) with high product selectivity, and multi-carbon products remain elusive.

    “While gas phase electrolyzers show promise for CO2RR, it remains a challenge to operate them at higher current densities (>200 mA/cm 2 ) with high product selectivity, and multi-carbon products remain elusive.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    Wang et al. added 11% PTFE to their Nafion-based ink and their current density and product selectivity both increased by approximately 25% due to the more porous catalyst layer structure improving gas diffusion and increasing surface area.

    “Wang et al. added 11% PTFE to their Nafion-based ink and their current density and product selectivity both increased by approximately 25% due to the more porous catalyst layer structure improving gas diffusion and increasing surface area.[184]”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [184] source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Interpretationcitation

    Physical vapor deposition methods used in the semiconductor industry, such as evaporation and sputtering, are amenable to large scale production and can controllably deposit sub-micron thicknesses of catalyst materials.

    “Moreover, physical vapor deposition methods used in the semiconductor industry, such as evaporation and sputtering as used by Dinh et al. for CO2RR, [93] are amenable to large scale production and can controllably deposit sub-micron thicknesses of catalyst materials.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [93] source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Supporting carbon materials in fuel cells allow for significantly reduced catalyst loadings and improved performance.

    “Supporting carbon materials in fuel cells allow for significantly reduced catalyst loadings and improved performance.[181]”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [181] source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    When an ionomer like Nafion is used as a binder, it improves catalyst utilization through increased ionic connection, but comes at the expense of elevated water content in pores owing to the hydrophilic nature of Nafion.

    “When an ionomer like Nafion is used as a binder, it improves catalyst utilization through increased ionic connection, but comes at the expense of elevated water content in pores owing to the hydrophilic nature of Nafion.[181]”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [181] source

      Not checked in the free run.

  • May combine two claims.

    Interpretationreasoning

    In general, alkaline conditions, only accessible through flow cell operation, benefit the formation of the products of interest through reduced overpotentials, reduced HER, and/or improved selectivity.

    “In general, alkaline conditions, only accessible through flow cell operation, benefit the formation of the products of interest through reduced overpotentials, reduced HER, and/or improved selectivity.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    The extreme temperature requirement and limited product range restrict more widespread use of solid oxide electrolyzers.

    “Although this configuration operates at low cell voltages and high current densities with high stability, the extreme temperature requirement and limited product range restrict more widespread use.[174][175][176][177]”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites [174] source

      Not checked in the free run.

    • cites [175] source

      Not checked in the free run.

    • cites [176] source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Verma et al. suggested that weakly solvated anions, such as Cl-, interact directly with the electrode surface and can destabilize the *CO2- intermediate, unlike smaller, more-hydrated anions which are located further away.

    “They suggested that weakly solvated anions, such as Cl -, interact directly with the electrode surface and can destabilize the *CO2 - intermediate, unlike smaller, more-hydrated, anions which are located further away (Figure .11).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [190] source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    For catalysts producing CO (Au, Ag, etc.) or formate (Sn, Pb, etc.), elevated pressures do not greatly influence selectivity, but reduce cathodic overpotentials.

    “For catalysts producing CO (Au, Ag, etc.) or formate (Sn, Pb, etc.), elevated pressures do not greatly influence selectivity, [139,143,202,220,221,[223][224][225][226] but reduce cathodic overpotentials.[131,143,221,224,225]”
    Quote in the paperNot a substantial claim0 of 5 sources checked
    • cites [139] source

      Not checked in the free run.

    • cites [143] source

      Not checked in the free run.

    • cites [202] source

      Not checked in the free run.

    • cites [131] source

      Not checked in the free run.

    • cites [221] source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Improved C2H4 selectivity with increasing temperature is attributed to reduced activation energies and enhanced surface diffusion of adsorbed intermediates.

    “This improved C2H4 selectivity is attributed to reduced activation energies [240] and enhanced surface diffusion of adsorbed intermediates.[242]”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [240] source

      Not checked in the free run.

    • cites [242] source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    While the dominant products of CO2RR do not change significantly with temperature on most catalysts, studies on Cu have demonstrated that hydrocarbon selectivity tends to shift from CH4 to C2H4 as temperature increases.

    “While the dominant products of CO2RR do not change significantly with temperature on most catalysts, [240] studies on Cu have demonstrated that hydrocarbon selectivity tends to shift from CH4 to C2H4 as temperature increases.[242,[245][246][247]”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites [240] source

      Not checked in the free run.

    • cites [242] source

      Not checked in the free run.

    • cites [245] source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Larger, less hydrated cations adsorb easier on the catalyst surface, making the potential at the outer Helmholtz plane more positive and thereby reducing the concentration of H+ ions and impeding the formation of H2 and CH4.

    “The larger, less hydrated, cations adsorb easier on the catalyst surface making the potential at the outer Helmholtz plane more positive and thereby reducing the concentration of H + ions and impeding the formation of H2 and CH4.[205,209,211,212,214]”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites [205] source

      Not checked in the free run.

    • cites [209] source

      Not checked in the free run.

    • cites [211] source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Singh et al. claimed that larger cations provide stronger buffering abilities, maintain a lower pH and keep the local dissolved CO2 concentration higher.

    “Alternatively, Singh et al. have recently claimed that larger cations provide stronger buffering abilities, maintain a lower pH and keep the local dissolved CO2 concentration higher (Figure .11).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [215] source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Interpretationnone given

    More expensive electrolytes, such as CsHCO3, may be too costly to justify large scale implementation.

    “and more expensive electrolytes, such as CsHCO3, may be too costly to justify large scale implementation.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    Higher CO2 concentrations reduce polarization losses, which preferentially improves selectivity towards C2H4 over CH4 and H2.

    “The higher CO2 concentrations reduce polarization losses, which preferentially improves selectivity towards C2H4 over CH4 and H2.[215]”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [215] source

      Not checked in the free run.

  • May combine two claims.

    Interpretationnone given

    Pressurization can reduce bubble size in the liquid electrolyte when operating at high current densities, minimizing bubble-induced blockages of electrode active area and ohmic losses.

    “In addition to minimizing HER, tuning selectivity, and/or minimizing overpotentials, pressurization can reduce bubble size in the liquid electrolyte when operating at high current densities, minimizing the bubble-induced blockages of electrode active area and ohmic losses.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    Varela et al. demonstrated that while both Cl- and Br- can be used to suppress HER and improve the selectivity towards CO, I- can enhance hydrocarbon formation by donating more electronic charge to the Cu surface and facilitating charge transfer.

    “Studying the effects of different halides, Varela et al. demonstrated that while both Cl -and Br -can be used to suppress HER and improve the selectivity towards CO, I - can enhance hydrocarbon formation by donating more electronic charge to the Cu surface and facilitating charge transfer.[217]”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [217] source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Dufek et al. found a four-fold improvement in FECO and a corresponding decrease in HER when operating at elevated pressures of 20 atm in flow cells.

    “On the other hand, even with the mass transport benefits afforded by gas diffusion electrodes in flow cells, Dufek et al. found a four-fold improvement in FECO and a corresponding decrease in HER when operating at elevated pressures of 20 atm.[139,220]”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [139] source

      Not checked in the free run.

    • cites [220] source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Larger cation concentrations can greatly reduce charge transfer resistances by helping to stabilize the *CO2- anion radical and leading to higher current densities at the same applied potentials.

    “Moreover, larger cation concentrations can greatly reduce charge transfer resistances by helping to stabilize the *CO2 -anion radical and leading to higher current densities at the same applied potentials.[190,210,211]”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites [190] source

      Not checked in the free run.

    • cites [210] source

      Not checked in the free run.

    • cites [211] source

      Not checked in the free run.

  • May combine two claims.

    Interpretationreasoning

    Elevated temperatures offer promising routes to increase conductivity and improve reaction kinetics.

    “Elevated temperatures offer promising routes to increase conductivity and improve reaction kinetics.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationnone given

    Given the dominance of electrical energy input cost on the technoeconomic potential of CO2RR, energy efficiency is of particular importance for the field.

    “Given the dominance of electrical energy input cost on the technoeconomic potential of CO2RR, energy efficiency is of particular importance for the field.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based). May combine two claims.

    Premisenone given

    By departing from traditional H cell configurations and implementing liquid/gas phase electrolyzers, a number of groups have demonstrated high current density (>100 mA/cm2) CO2 conversion, a necessary condition for industrial applicability.

    “By departing from traditional H cell configurations and the implementing liquid/gas phase electrolyzers, a number of groups have demonstrated high current density (>100 mA/cm 2 ) CO2 conversion -a necessary condition for industrial applicability.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    The maximum operating temperature of the membrane is typically 90 °C and should not be exceeded so as to avoid reduced proton mobility through the membrane and flooding due to increased water crossover from the anode.

    “The maximum operating temperature of the membrane, is typically 90 °C and should not be exceeded so as to avoid reduced proton mobility through the membrane, [154] as well as flooding due to increased water crossover from the anode.[145,250]”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites [154] source

      Not checked in the free run.

    • cites [145] source

      Not checked in the free run.

    • cites [250] source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.

    Interpretationnone given

    Reduced CO2 solubility and evaporation are challenges at elevated temperatures, but pressurization and gas phase electrolyzers can overcome these issues.

    “Reduced CO2 solubility and evaporation are challenges at elevated temperatures, but pressurization and gas phase electrolyzers can overcome these issues.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationnone given

    While high FE towards CO, HCOOH and C2H4 (~70%) have been demonstrated, high selectivity towards C2H5OH is yet to be achieved.

    “While high FE towards CO, HCOOH and C2H4 (~70%) have been demonstrated, high selectivity towards C2H5OH is yet to be achieved.”
    Quote in the paperNot a substantial claim
136 of 136
  • The authors state this as an assumption.

    For comparing sensitivity to electricity prices, energy efficiency and selectivity are similar across products.

    “assuming similar energy efficiency and selectivity”
  • The authors state this as an assumption.

    A similar stability bar (60,000-80,000 hours) from industrial water electrolyzers applies to CO2 electrolyzers.

    “and a similar bar will be applied to CO2 electrolyzers.[19]”
  • The authors state this as an assumption.

    The analogy between CO2 and water electrolyzers is valid for estimating CO2 electrolyzer cost.

    “We leverage the analogy between CO2 and water electrolyzers for an initial estimate of CO2 electrolyzer cost, in the absence of commercial CO2 electrolyzers operating at large scales.”
  • The paper relies on this without support.

    Accurate electrochemical models are too complex for high-throughput computational screening of the large parameter space of CO2RR variables.

    “The complexity of accurate electrochemical models does not allow for highthroughput computational screening of the large parameter space of CO2RR variables.”
  • The paper relies on this without support.

    Limited industrial use of formate is the key hindrance for its widespread industrial production via CO2RR.

    “Although it has the highest energy value (Figure .1b), limited industrial use of formate (Figure .1a) has been the key hindrance for its widespread industrial production via CO2RR.”
  • The paper relies on this without support.

    There exist minimum performance targets for economic viability for CO production from CO2RR.

    “exceeding the minimum performance targets for economic viability”
  • The paper relies on this without support.

    Reported performance of Cu and carbon-based catalysts for multi-carbon products is well below performance targets for economic viability, especially in current density and energy efficiency.

    “While significant progress has been made in synthesizing Cu and carbon-based catalysts for multi-carbon products, to date the reported performance is well below the performance targets to ensure economic viability, especially with respect to current density and EE.”
  • The paper relies on this without support.

    Developing and demonstrating novel CO2RR catalyst materials increasingly relies upon parallel innovation in system design to optimize the reaction environment.

    “Developing and demonstrating novel CO2RR catalyst materials increasingly relies upon parallel innovation in system design to optimize the reaction environment (i.e., electrolyte, temperature, pressure).”
  • The paper relies on this without support.

    Most CO2RR performance testing has been conducted in traditional H cell reactors.

    “Many CO2RR studies have focused on catalyst development and optimization, with most of the performance testing conducted in traditional H cell reactors.”
  • The paper relies on this without support.

    The stability of traditional H cell systems is generally on the order of tens of hours.

    “The stability of these systems is generally on the order of tens of hours.”
  • The paper relies on this without support.

    Flow cell designs for CO2 electrolyzers are inspired by water electrolyzers, which have scaled efficiently to meet commercial demands.

    “Inspiration for these flow cell designs come from water electrolyzers, a similar electrochemical technology to CO2 electrolyzers that have scaled efficiently to meet commercial demands.”
  • The paper relies on this without support.

    Few comprehensive studies have been performed to optimize each component of the gas diffusion layer for CO2RR applications.

    “and while they share similar functions in CO2 electrolyzers, few comprehensive studies have been performed to optimize each component of the gas diffusion layer for CO2RR applications.”
  • The paper relies on this without support.

    Anion effects are less studied than cation effects in CO2RR.

    “Anion effects are less studied than cation effects.”
  • The paper relies on this without support.

    Most developments in the field to date can be categorized as either catalyst or systems contributions.

    “While most developments in the field to date can be categorized as either catalyst or systems contributions, many of the coming breakthroughs will be integrated, coordinated efforts with bespoke system architectures that realize and demonstrate materials innovation.”
  • The paper relies on this without support.

    Full cell EE performance are rarely reported while component metrics such as FE are emphasized.

    “However, full cell EE performance are rarely reported while component metrics such as FE are emphasized.”
  • The paper relies on this without support.

    CO2RR is often performed in a different environment than the optimal OER conditions.

    “In addition, CO2RR is often performed in a different environment than the optimal OER conditions, introducing increased membrane resistances or other full cell kinetic and polarization losses, which are not typically captured in reported metrics.”
16 of 16

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • Microkinetic models are needed to use DFT-calculated activation energy barriers to determine reaction rates, catalytic activity, product distribution, and current density under real experimental conditions.

    “Microkinetic models are needed to use the DFT-calculated activation energy barriers to determine the reaction rates, the catalytic activity, the product distribution, and the current density under real experimental conditions.312”

    From Technologies and perspectives for achieving carbon neutrality (2021) · cites this paper as [312]

  • Electrochemical CO2 reduction reaction enables conversion of intermittent renewable electricity from sunlight and wind into storable fuels and useful chemical products and is an important approach for CO2 conversion and utilization to meet C neutrality.

    “The electrochemical CO2 reduction reaction (CO2RR), enabling the conversion of intermittent renewable electricity from sunlight and wind into storable fuels and useful chemical products, is an important approach for CO2 conversion and utilization to meet the requirement of C neutrality.13,311,312”

    From Technologies and perspectives for achieving carbon neutrality (2021) · cites this paper as [312]

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

Each contradiction between two passages listed here was confirmed by an independent check.

  • Ethanol selectivity described as not yet achieved despite a reported 93.2% FE

    Minor

    The conclusion says high ethanol selectivity has yet to be achieved, but the paper earlier reports an ethanol Faradaic efficiency of 93.2%.

  • Solid oxide operating temperature reverses between text and table

    Minor

    The text describes solid oxide electrolyzers as operating above 600°C, whereas Table 1 lists their operating temperature as below 600°C.

  • CO pathway color differs between text and figure caption

    Minor

    The mechanism discussion identifies the CO pathway as orange, while the Figure 2 caption identifies it as yellow.

3 of 3

Cites

Flagged first, then by citations

Research works printed but not linked: 4

  1. IPCC, 2015, Climate Change 2014: Synthesis Report. Contribution of Working Groups I, II, and III to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change
  2. United Nations Framework Convention on Climate Change (UNFCCC), 2015, The Paris Agreement
  3. R. C.Weast CRC Handbook of Chemistry and Physics 70th Edition CRC Press Inc. Boca Raton FL USA1989.
  4. EG&G Technical Services, 2004, Fuel Cell Handbook

Cited by

Sorted by citations

Authors
Kibria, M. G., Edwards, J. P., Gabardo, C. M., Dinh, C., Seifitokaldani, A., Sinton, D., & Sargent, E. H.
Affiliations
  • University of Calgary (CA)
  • University of Toronto (CA)
Corresponding author
Sargent, Edward H.
Venue
Advanced Materials
Publisher
Wiley
Published
2019-05-16
Volume
31
Issue
31
Pages
e1807166-e1807166
ISSN
  • 0935-9648 (ISSN-L)
  • 1521-4095
OpenAlex
W2944826525
Cited by
1,331
References
260
Citations by year
2026: 150 · 2025: 222 · 2024: 235 · 2023: 238 · 2022: 176 · 2021: 175 · 2020: 115 · 2019: 20
FWCI
4.72
Type
journal article
Language
en
Open access
Locations
  • Advanced Materials (publishedVersion)
  • PubMed (publishedVersion)
  • TSpace (University of Toronto) (submittedVersion)
Funders
  • Natural Sciences and Engineering Research Council of Canada
  • Canadian Institute for Advanced Research
  • Fonds de Recherche du Québec - Nature et Technologies
  • Canada Research Chairs
Topics
  • Physical Sciences › Energy › Renewable Energy, Sustainability and the Environment › CO2 Reduction Techniques and Catalysts
  • Physical Sciences › Chemical Engineering › Catalysis › Catalysts for Methane Reforming
  • Physical Sciences › Energy › Renewable Energy, Sustainability and the Environment › Electrocatalysts for Energy Conversion
Keywords
electrochemical CO2 reduction, chemical feedstocks, techno-economic analysis, electrocatalyst design, reaction mechanism, Faradaic efficiency, energy efficiency, catalyst stability, product selectivity, renewable energy storage

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-10.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-10.

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