Evidence map›Paper›PMID 41078814›Full record

ReviewACS omega2025

Manganese Alloy ProductionA Review of the SAF Process and Emerging Technologies.

Nyasha Matsanga, Merete Tangstad, Michel Wa Kalenga, Willie Nheta

Abstract readReview
In one paragraph

Review in ACS omega, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Nyasha MatsangaMineral Processing and Technology Research Centre, Department of Metallurgy, University of Johannesburg, P.O. Box 17011, Doornfontein 2028, South Africa.ORCID https://orcid.org/0000-0001-6991-495X
Merete TangstadDepartment of Materials Science and Engineering, Norwegian University of Science and Technology, 7491 Trondheim, Norway.
Michel Wa KalengaMineral Processing and Technology Research Centre, Department of Metallurgy, University of Johannesburg, P.O. Box 17011, Doornfontein 2028, South Africa.
Willie NhetaMineral Processing and Technology Research Centre, Department of Metallurgy, University of Johannesburg, P.O. Box 17011, Doornfontein 2028, South Africa.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Manganese alloys are essential to the steel-making industry, where they are primarily produced in submerged arc furnaces (SAFs) using a mixture of manganese ores, slags, and carbon-based reductants. However, this production process is one of the leading sources of greenhouse gas emissions, contributing to global warming and conflict with the International Energy Agency's Sustainable Development Goals targeting net-zero emissions by 2050. This review critically examines the key process variables, including slag composition, reductant type, raw material properties, particle size, and operating temperature, and their influence on environmental performance. Emerging technologies aimed at decarbonizing Mn-alloy production are evaluated in terms of technical maturity and scalability. Among these, biocarbon substitution, particularly the use of charcoal in place of coke, has demonstrated the highest commercial readiness, with several facilities operating at full scale. Hydrogen-based reduction and plasma arc furnaces offer promising long-term solutions but require substantial infrastructure development. Integrated approaches such as the Duplex FeMn-DRI, HAlMan, and AlloyStream processes show potential for circular resource utilization, though most remain at the pilot scale. Overall, biocarbon-based methods currently represent the most viable pathway for near-term decarbonization, while continued innovation and investment are essential to advance other technologies toward industrial implementation.

Identifiers

PMID41078814
PMCPMC12509015

What OpenQuestion holds

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LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.