Hostname: page-component-8678677fb7-h96qj Total loading time: 0 Render date: 2026-10-11T16:35:50.253Z Has data issue: false hasContentIssue false

A life cycle framework for the indirect carbon mineralization of coal ash

Published online by Cambridge University Press:  29 September 2026

Shelvey Swett*
Affiliation:
Chemical and Biomolecular Engineering, University of Pennsylvania School of Engineering and Applied Science, USA
Emma Kocik Ferrer
Affiliation:
Earth and Environmental Sciences, University of Pennsylvania School of Arts & Sciences , USA
Abby Lunstrum
Affiliation:
Chemical and Biomolecular Engineering, University of Pennsylvania School of Engineering and Applied Science, USA
Aline Uwase
Affiliation:
Chemical and Biomolecular Engineering, University of Pennsylvania School of Engineering and Applied Science, USA
Greg Cooney
Affiliation:
Independent Consultant, USA
Jon Hawkings
Affiliation:
Earth and Environmental Sciences, University of Pennsylvania School of Arts & Sciences , USA
Jennifer Wilcox
Affiliation:
Chemical and Biomolecular Engineering, University of Pennsylvania School of Engineering and Applied Science, USA
*
Corresponding author: Shelvey Swett; Email: sswett@seas.upenn.edu
Rights & Permissions [Opens in a new window]

Abstract

Content of image described in text.

A holistic, transparent life cycle assessment (LCA) of coal ash as a feedstock for indirect carbon mineralization is presented, enabling the tracking of energy and material inputs and outputs with a cradle-to-gate system boundary. We analyze the carbon storage and coproduct (e.g., rare earth element and supplementary cementitious material) recovery potential of high and low carbon storage potential coal ashes. The LCA allows for the variation of grid carbon intensity; ash feedstock elemental composition, particle size distribution and moisture content; CO2 source and associated separation and compression energy; extent of reagent electrochemical regeneration; and ash transport distance. We find three plausible scenarios to achieve net removal with coal ash mineralization: (1) high efficiency reagent regeneration with a clean power system, (2) feedstock-constrained deployment with coproduct displacement via avoided emissions burden and (3) reduced chemical intensity, sacrificing some mineral revenue for lower energy and reagent use.

Information

Type
Research Article
Creative Commons
Creative Common License - CCCreative Common License - BY
This is an Open Access article, distributed under the terms of the Creative Commons Attribution licence (http://creativecommons.org/licenses/by/4.0), which permits unrestricted re-use, distribution and reproduction, provided the original article is properly cited
Copyright
© The Author(s), 2026. Published by Cambridge University Press
Figure 0

Figure 1. (A) Process schematic. (B) System boundary.Figure 1. long description.

Figure 1

Figure 2. (A) Stage-by-stage comparison of the emissions per tonne of coal ash processed for three baseline cases: a moderate pessimistic and optimistic case. Data is shown for feedstock C. (B) Individual emissions breakdowns by unit for the optimistic case for the extraction and separation stages. HCl and NaOH reagent embodied emissions dominate. Capital emissions are not included; thus, the columns total 2478 and 979 kg instead of 3370 and 2002 kg shown in (A).Figure 2. long description.

Figure 2

Figure 3. Total emissions (optimistic baseline scenario) broken down by process, capital, coproduct and negative. The four samples have negligible differences in most of the categories, with the exception of the avoided coproduct emissions during separation and negative emissions from carbonation. Samples S, C, M and D are plotted with various hatching to illustrate differences.Figure 3. long description.

Figure 3

Figure 4. Break-even plot comparing two scenarios (1) baseline, (2) including coproducts for feedstocks S and M. Note the axis break to add resolution to baseline and low reagent demand scenarios. 2025 US electric grid carbon intensity (324 g CO2e/kWh), the decarbonized grid carbon intensity (50 g CO2e/kWh) and chlor-alkali emissions intensity (115 g CO2e/kg reagent) are plotted for perspective. The filled-in yellow triangle represents an achievable range of emissions intensities that result in net-zero or negative emissions. The triangle borders are (vertical) the predicted carbon intensity of a decarbonized US electric grid, (horizontal) the carbon intensity of reagent regeneration using a decarbonized electric grid and (diagonal) the break-even line for feedstock S including coproduct consideration.Figure 4. long description.

Figure 4

Figure 5. Break-even plot comparing samples S and M to determine what system conditions must be met in order to have greater emissions removal/avoidance potential than a counterfactual scenario where fresh fly ash is used as SCM. The filled-in purple triangle represents an achievable range of emissions intensities that result in net-zero or negative emissions. The triangle borders are (vertical) the predicted carbon intensity of a decarbonized US electric grid, (horizontal) the carbon intensity of reagent regeneration using a decarbonized electric grid, and (diagonal) the break-even line for feedstock S using low-intensity operating conditions (low-concentration reagent, high-efficiency electricity), sacrificing some coproduct recovery.Figure 5. long description.

Supplementary material: File

Swett et al. supplementary material

Swett et al. supplementary material
Download Swett et al. supplementary material(File)
File 403.4 KB

Author comment: A life cycle framework for the indirect carbon mineralization of coal ash — R0/PR1

Comments

No accompanying comment.

Review: A life cycle framework for the indirect carbon mineralization of coal ash — R0/PR2

Conflict of interest statement

Reviewer declares none.

Comments

The manuscript presents a comprehensive and highly interesting life cycle assessment of indirect carbon mineralization using coal ash. The data is thorough, and the application of this framework is highly relevant and valuable for evaluating future carbon reduction and removal strategies. The authors have also proposed the potential pathways to achieve net-zero or negative emissions. However, a few issues require revision before publication. Please address the following comments.

1. In the author affiliations, please spell out the full official name of the institution currently listed as ‘Penn’ (e.g., University of Pennsylvania). This will help prevent any ambiguity for international readers.

2. Please review the process flow in the Graphical Abstract. Why is CO2 in the system boundary not directly connected to the “carbonation” step?

3. In the Introduction, the authors state, “The content of alkalinity in coal combustion products may be sufficiently small in some cases that it is beneficial to consider production of coproducts within the bounds of this life cycle assessment.” The logical connection here is not immediately clear to the reader. Please rephrase to explicitly explain why low alkalinity makes the inclusion of coproducts beneficial or necessary (e.g., is it because the carbon storage potential alone is insufficient to offset the operational/environmental costs, thus necessitating the recovery of valuable coproducts?).

4. The justification for selecting a “cradle-to-gate” system boundary should be stated more explicitly. Furthermore, the ultimate fate or end-use of the “stored” CO2 (i.e., the produced CaCO3 and MgCO3) should be discussed. Where do these solid carbonates go after the “gate,” and how does their disposal or utilization impact the overall life cycle assessment (or maybe not in the scope of this study)?

5. Please ensure that the abbreviation “ICP-MS” is fully defined at its first instance in the text. It is currently defined later in the section, but the full name (Inductively Coupled Plasma Mass Spectrometry) should appear at the first mention.

6. The “Elemental composition” subsection overlaps significantly with the preceding “Analysis methods” subsection. Please consider merging these two sections or removing the redundant information to streamline the methodology.

7. The text states, “For a 20-year plant lifetime, we note a star on the graph indicating the required reagent carbon intensity (14.67 g CO2e/kg reagent) for the predicted grid carbon intensity.” However, there does not appear to be a star visible on the referenced graph. Please either add the star to the figure or remove this statement from the text.

8. In the Results and Discussion section, the text notes, “Note the distinction between a physical carbon carrying capacity... and accounting-expanded carrying capacity with includes market displacement credits...” To improve transparency, please provide the explicit formulas or equations used to calculate both the physical and the accounting-expanded carbon carrying capacities.

9. In the Coal fly ash counterfactual section, the authors state, “In essence: if fresh coal fly ash is already displacing clinker, then the relevant benchmark is not zero emissions, but roughly 1 tonne CO2 avoided per tonne ash.” Please provide a brief explanation for this. Why is the displacement exactly or roughly 1 tonne of CO2 per tonne of ash?

10. In the Coal fly ash counterfactual section, the manuscript could benefit from further clarification on why the carbon emission reductions from coproduct displacement are restricted or not fully prioritized in this scenario. Expanding the explanation to explicitly address the trade-off between the high reagent/energy intensity required for coproduct recovery and the strict emissions threshold would greatly help the reader’s understanding.

Review: A life cycle framework for the indirect carbon mineralization of coal ash — R0/PR3

Conflict of interest statement

No

Comments

An interesting study that combines coal ash carbon mineralization with REE extraction in an LCA framework. I recommend the publication of this paper if the authors can address the following comments:

1. The authors assumes coproduct emission displacement in their framework. It would be better to further clarify the details. For example, does the coproduct replace the high-carbon mining or any specific products?

2. In the experiment, the authors uses 6.0M HCl and 5M NaOH for the extraction purposes. However, these conditions are very corrosive, especially under higher temperature. Since this manuscript discusses the process under the LCA scenario, it would be better to clarify how these experimental conditions can be scaled up.

3. The authors assumes two CO2 sources in the LCA. It would be better to explain how CO2 source impact the LCA results.

4. It would be better to discuss (at least qualitatively) the impacts from the moisture content in different ashes.

5. The formatting error on page 8 should be fixed.

6. I recommend that the authors move the LCI table (currently SI Table 4) to the main text. Furthermore, please provide more details for calculating the carbon steel carbon intensity and the assumption of lifetime, as indicated in equation 6.

7. Equations 2 to 5 treat calcium and magnesium as simple oxides for ideal stoichiometric calculations. In real coal ash, these elements often exist as complex amorphous glass phases or silicates, which dissolve much slower than pure oxides. Please clarify in the text that this is a simplified assumption for the theoretical maximum, and discuss how actual mineral phases might limit the extraction efficiency.

8. Please indicate the limitation of the current study, and provide specific suggestions for the future development of relevant technologies.

Review: A life cycle framework for the indirect carbon mineralization of coal ash — R0/PR4

Conflict of interest statement

No

Comments

This work is the integrated work of experimental studies and life cycle assessment, with analyzing the future technological development. While I recognize the novelty of this work, I recommend substantial revision to enhance the readability.

1. Some abbreviations are used without any explanations. Chemical formulae should not be written in an italic style.

2. Experimental section should be restructured. For example:

a. “Sourcing” sounds weird. Does it mean preparation?

b. In subsection “Sourcing coal ash,” please clearly state which coal ash corresponds to each sample name in the main text.

c. Even though many of the subsections in the Experimental section already include elemental analysis, I do not understand why the subsection entitled “Analysis methods” is presented separately.

d. In addition, the subsection titles “Extraction process” and “Separation process” should be revised, as these subsections merely describe the experimental procedures. The titles should also more clearly indicate the extraction (or separation) of A from B.

3. The section is referred to as the “LCA model” in the main text, but the first sentence describes it as a “tool. Moreover, the term “model” is used repeatedly and rather loosely throughout the manuscript, making the text hard-to-read. I strongly encourage the authors to use terminology more appropriately and consistently.

4. Figure 1 is a schematic diagram, not a system boundary. Please draw the system boundary with the following article (not that I am NOT the author of this article).

Li et al. A system boundary identification method for life cycle assessment. Int J Life Cycle Assess 19, 646–660 (2014).

5. Although Results and discussion has “Baseline scenario modeling” and “Break-even scenario modeling,” there seems no explanation regarding scenario setting in “Method” section. Regarding this, The Results and Discussion section is difficult to read because explanations of the methodology are also included in this section.

6. Equation (6) does not make sense. What is the meaning of the inequality symbol?

7. There is a citation error in the middle part of Parge 8.

8. In the subsection “Co-product displacement (substitution?)”, the definition of “total emissions” is unclear. Recent LCA studies on CCUS technologies generally require more rigorous terminology, such as cradle-to-gate. Please clarify what is included in “total emissions” in this context, referring to the system boundary figure as pointed out in Question 4.

9. Conclusion is too short. The statements made in the Conclusion section remain rather general. They could be made even without the quantitative LCA results obtained in this study. While I understand that the calculations were performed under idealized conditions, you should place greater emphasis on the specific insights obtained from the calculations.

10. In “Figure caption,” you must explain the meaning of colored areas in Figures 4 and 5.

Recommendation: A life cycle framework for the indirect carbon mineralization of coal ash — R0/PR5

Comments

Thank you for your submission to our journal. I have completed the evaluation of your manuscript. The reviewers have recommended publication after major revisions. I look forward to receiving the revised version with the following comments addressed.

Decision: A life cycle framework for the indirect carbon mineralization of coal ash — R0/PR6

Comments

No accompanying comment.

Author comment: A life cycle framework for the indirect carbon mineralization of coal ash — R1/PR7

Comments

No accompanying comment.

Review: A life cycle framework for the indirect carbon mineralization of coal ash — R1/PR8

Conflict of interest statement

Reviewer declares none.

Comments

The authors have sufficiently addressed my previous comments. I am pleased to recommend ithis manuscript for publication.

Review: A life cycle framework for the indirect carbon mineralization of coal ash — R1/PR9

Conflict of interest statement

No

Comments

Thank you for good revision, but I would like to raise one suggestion.

Please rewrite Eq. 1-5 since they are still italic.

Review: A life cycle framework for the indirect carbon mineralization of coal ash — R1/PR10

Conflict of interest statement

Reviewer declares none.

Comments

This paper presents a highly comprehensive LCA on utilizing coal fly ash for indirect carbon mineralization and REE recovery. The methodology effectively encompasses a variety of scenarios, and the break-even analysis provides highly valuable guidance for decision-makers regarding future research and development directions. I believe the manuscript makes a significant contribution to the field and recommend it for publication following minor revisions.

1. In the Introduction, it would be beneficial to briefly introduce the existing methods for REE recovery. Furthermore, please explain why the REE recovery method or recovery rate was not included as an adaptable variable in your LCA model. This is particularly relevant given your own statement in the Methods section: “Studies on REE recovery from coal fly ash find limited extraction of REE due to encapsulation in this amorphous silicate phase (Hower et al. 2013a, 2013b; King et al. 2013; Kolker et al. 2017). Alkalinity encapsulated in this phase may be resistant to recovery”. Please clarify why a fixed experimental recovery pathway was chosen over variable extraction efficiencies, as addressing this would strengthen the paper’s rationale.

2. The functional unit is defined as “1 tonne of ash processed”. However, coal ash from different sources varies significantly in elemental composition and rare earth element content. Consequently, processing 1 tonne of varying ashes will inherently result in large differences in energy and reagent consumption relative to the outputs (e.g., feedstocks with lower REE content inherently require proportionally more energy to recover the same amount of valuable product). Please elaborate on how this functional unit ensures a fair and balanced comparison across different ash sources and operational scenarios.

3. In the “Case study: Coal fly ash counterfactual scenario,” the analysis assumes that using fresh coal fly ash as a feedstock for carbon mineralization diverts it away from its traditional use as a Supplementary Cementitious Material (SCM). Therefore, the process is evaluated on whether it can outperform the existing clinker displacement benefit. However, the Graphical Abstract clearly depicts SCM (metal-depleted silicate) as a coproduct of the extraction process, alongside the final carbonation products (CaCO3, MgCO3). The text also explicitly mentions that the solid silicates exiting the system are in turn used as SCMs. Since the production of SCM and carbon mineralization do not appear to be mutually exclusive in your proposed pathway, please clarify this apparent conflict and explain why the counterfactual analysis frames them as an either/or scenario.

Recommendation: A life cycle framework for the indirect carbon mineralization of coal ash — R1/PR11

Comments

Dear authors, thank you for submitting to Cambridge Prisms: Carbon Technologies. I have obtained the reviewers' comments, and they feel that minor revisions are still required before it can be accepted. Please refer to the following comments and make suitable modifications.

Decision: A life cycle framework for the indirect carbon mineralization of coal ash — R1/PR12

Comments

No accompanying comment.

Author comment: A life cycle framework for the indirect carbon mineralization of coal ash — R2/PR13

Comments

No accompanying comment.

Review: A life cycle framework for the indirect carbon mineralization of coal ash — R2/PR14

Conflict of interest statement

Reviewer declares none.

Comments

I thank the authors for their careful and thorough responses. The revisions address my earlier concerns well, and I consider the manuscript close to publishable. One point remains, relating to my previous comment 2 (Reviewer 3-2). The two-by-two matrix added to the Supporting Information (p. 1, following the description of the coal ash samples) currently gives only the definitions of the four quadrants; the feedstocks themselves are not placed in the table, so the reader cannot see which ash falls where. It would be helpful to assign D, C, M and S to their respective quadrants, together with the values on which the assignment is based. The response also states that the rationale for the functional unit “has been clarified in the revised manuscript”, but I was not able to locate any corresponding change in the R2 manuscript.

Recommendation: A life cycle framework for the indirect carbon mineralization of coal ash — R2/PR15

Comments

Dear authors, thank you for submitting your revised manuscript to CAT. One of the reviewers has a remaining minor comment, and I sincerely request that you revise your manuscript accordingly. After this modification, I recommend the acceptance of your manuscript without further review.

Decision: A life cycle framework for the indirect carbon mineralization of coal ash — R2/PR16

Comments

No accompanying comment.

Author comment: A life cycle framework for the indirect carbon mineralization of coal ash — R3/PR17

Comments

No accompanying comment.

Recommendation: A life cycle framework for the indirect carbon mineralization of coal ash — R3/PR18

Comments

Dear authors, thank you for submitting your revised manuscript. After reviewing the modifications you have made, I am pleased to recommend your manuscript for pulication.

Decision: A life cycle framework for the indirect carbon mineralization of coal ash — R3/PR19

Comments

No accompanying comment.