Evidence map›Paper›PMID 42355026›Full record

ArticleMaterials (Basel, Switzerland)2026

Optimization of Roasting Process and Thermal Parameter Adaptability for Guisha Limonite Pelletizing.

Yanjing Bai, Xiaolei Zhou, Xiaotian Ma

Abstract read
In one paragraph

Article in Materials (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

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3 · Its place in the literature

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0 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

3 authors.

Yanjing BaiFaculty of Metallurgical and Energy Engineering, Kunming University of Science and Technology, Kunming 650093, China.
Xiaolei ZhouFaculty of Metallurgical and Energy Engineering, Kunming University of Science and Technology, Kunming 650093, China.ORCID 0000-0001-5952-2549
Xiaotian MaFaculty of Metallurgical and Energy Engineering, Kunming University of Science and Technology, Kunming 650093, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Driven by the urgent demand of the steel industry for utilizing low-grade, high-crystal-water iron ores, this study focuses on the thermal decrepitation problem in Guisha limonite pellet preparation caused by goethite dehydroxylation. Different from previous studies that mainly focused on single factors or single performance indicators, this work establishes a multi-factor experimental framework that simultaneously considers bentonite dosage, preheating temperature, and pellet size. This framework enables the strength-decrepitation trade-off of Guisha limonite pellets to be evaluated quantitatively rather than empirically. This work systematically investigated bentonite addition (0.8-1.6 wt%), preheating temperature (600-800 °C), and pellet diameter (9-13 mm). These factors were evaluated in terms of thermal cracking mass ratio and compressive strength. Their interactive effects on thermal cracking behavior and mechanical properties were quantitatively revealed. A target-oriented dual-window process control strategy was then proposed. The results show that thermal cracking intensifies with increasing preheating temperature and decreases with increasing bentonite content; compressive strength peaks at 1.2 wt% bentonite (approx. 1456 N). On this basis, a Min-Max normalization and weighted scoring method was adopted. A quantitative decision-making model was established for strength-prioritized and safety-prioritized objectives. The model identified two optimal process control windows at 1.2 wt% and 1.4 wt% bentonite. An optimized thermal regime-preheating at 700 °C, roasting at 1250 °C, and slow furnace cooling-was established. This regime provides directly referable process parameters. It also offers a decision-making framework for pellet production of similar ores.

Indexed as

compressive strengthlimonitepreheating temperaturethermal decrepitation

Identifiers

PMID42355026
PMCPMC13302529

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