Journal of Sustainable Metallurgy最新文献

Efficient Extraction of Valuable Metals from Spent LiNi0.5Co0.2Mn0.3O2 Cathode via an Ammonium Hydrogen Sulfate Leaching Process 硫酸氢铵浸出法从废LiNi0.5Co0.2Mn0.3O2阴极中高效提取有价金属

3区材料科学

Journal of Sustainable Metallurgy Pub Date : 2026-01-05 DOI: 10.1007/s40831-025-01379-7

Liumei Teng, Jiangqi Liu, Huichen Zhou, Xiao Zhan Jin, Chaozhong Guo, Weizao Liu, Qingcai Liu, Chen Yang

引用次数: 0

Study on the Effect of Humic Acid on Foam Formation in Bayer Process Decomposition Tanks 腐植酸对拜耳法分解槽泡沫形成影响的研究

3区材料科学

Journal of Sustainable Metallurgy Pub Date : 2026-01-04 DOI: 10.1007/s40831-025-01394-8

Lei Xu, Wenmi Chen, Shang Fan, Y C Zhang, Gao-jie Liang, Jian Zhou

引用次数: 0

Image-Segmentation-Guided Fragmentized Steel Scrap Tramp Material Characterization. 图像分割引导的碎片化废钢材料表征。

IF 3.5 3区材料科学

Journal of Sustainable Metallurgy Pub Date : 2026-01-01 Epub Date: 2026-06-24 DOI: 10.1007/s40831-026-01569-x

Yijun Quan, Sanjay Singhal, Zushu Li, Giovanni Montana

{"title":"Image-Segmentation-Guided Fragmentized Steel Scrap Tramp Material Characterization.","authors":"Yijun Quan, Sanjay Singhal, Zushu Li, Giovanni Montana","doi":"10.1007/s40831-026-01569-x","DOIUrl":"10.1007/s40831-026-01569-x","url":null,"abstract":"Abstract: As the British steel industry transitions to a scrap-based electric arc furnace route for steelmaking, steel scrap quality is becoming increasingly important. The chemical composition of fragmentized scrap, particularly the weight percentage of elements such as copper, strongly governs its suitability for high-quality steelmaking. However, existing chemical characterization techniques are too expensive and operationally impractical to deploy across the entire scrap stream, leaving composition estimates vulnerable to fluctuations in tramp element distributions introduced by unwanted residuals. To enable fast, cost-effective assessment, this work uses copper as an exemplar and investigates image-based classification for tramp element composition estimation for fragmentized scrap. Using commercial-grade scrap, an image dataset was manually curated to capture diverse mixtures of steel and copper fragments, with corresponding weight measurements and segmentation annotations collected for each sample image. A neural network was then trained using image segmentation, with the predicted segmentation maps provided as input to a classifier, achieving <math><mrow><mn>86.67</mn> <mo>%</mo></mrow> </math> accuracy in assigning images to the correct copper composition class and demonstrating the feasibility of computer vision methods for tramp element composition analysis in scrap quality monitoring.Graphical abstract: ","PeriodicalId":17160,"journal":{"name":"Journal of Sustainable Metallurgy","volume":"12 4","pages":"4399-4408"},"PeriodicalIF":3.5,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13396115/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148584623","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Characterization of Off-Gases from an Inert Electrode Aluminum Electrolysis Cell. 惰性电极铝电解槽废气特性研究。

IF 3.2 3区材料科学

Journal of Sustainable Metallurgy Pub Date : 2026-01-01 Epub Date: 2025-12-04 DOI: 10.1007/s40831-025-01348-0

Samuel Senanu, Gudmundur Gunnarsson, Daniel Gunnarsson, Ole Kjos, Heiko Gaertner, Rauan Meirbekova, Jon Hjaltalin Magnusson

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引用次数: 0

Kinetic Analysis of Magnetite Reduction by Hydrogen in Temperature-Programmed System: Toward Green Ironmaking 程控温度系统中氢还原磁铁矿的动力学分析：走向绿色炼铁

3区材料科学

Journal of Sustainable Metallurgy Pub Date : 2025-12-06 DOI: 10.1007/s40831-025-01354-2

Xuyang Lu, Qiang Xu, Haopeng Kang, Jian Shi, Bin Chen, Liejin Guo

引用次数: 0

Vanadium Extraction by NaCl and Na2CO3 Composite Calcination from Titanium Tetrachloride Vanadium-Containing Refining Tailings NaCl - Na2CO3复合煅烧提钒四氯化钛含钒精制尾矿

3区材料科学

Journal of Sustainable Metallurgy Pub Date : 2025-11-20 DOI: 10.1007/s40831-025-01340-8

Qilin Yang, Chun‐Yu Chen, Zhuo Chen, M. H. Gu, Zhang Jun, Dianchun Ju, Weitong Du

引用次数: 0

Efficient Recovery of Ruthenium from Spent Zirconia-Supported Ruthenium Catalysts by Sodium Bisulfate Roasting Method 硫酸氢钠焙烧法从废氧化锆负载钌催化剂中高效回收钌

3区材料科学

Journal of Sustainable Metallurgy Pub Date : 2025-10-23 DOI: 10.1007/s40831-025-01309-7

Duchao Zhang, Shihao Fan, Bing Fan, Xiaoyun Jia, Yongmi Wang, Lin Chen, Weifeng Liu, Zhiping Xie

引用次数: 0

Mechanism and Properties of Carbon-Free Bonded Dry Vibration Mix Based on CaSO4–Mg(OH)2·2MgSO4 基于CaSO4-Mg (OH)2·2MgSO4的无碳键合干振动混合料的机理与性能

3区材料科学

Journal of Sustainable Metallurgy Pub Date : 2025-09-19 DOI: 10.1007/s40831-025-01249-2

Shizhou Zhao, Ao Huang, Huazhi Gu, Yongshun Zou

引用次数: 0

Circular Hydrometallurgy to Overcome the Limitations of Conventional Extractive Metallurgy 循环湿法冶金克服传统萃取冶金的局限性

3区材料科学

Journal of Sustainable Metallurgy Pub Date : 2025-09-11 DOI: 10.1007/s40831-025-01247-4

Rishitha Kalupahana, Nimila Dushyantha, Amila Sandaruwan Ratnayake

引用次数: 5

Extraction for Separation of Zn and Cu in Cyanide Gold Extraction Wastewater by Hydrophobic Deep Eutectic Solvent 疏水深度共熔溶剂萃取分离氰化提金废水中的锌和铜

3区材料科学

Journal of Sustainable Metallurgy Pub Date : 2025-09-09 DOI: 10.1007/s40831-025-01252-7

Zeyu Wang, Yonghui Song, Ning Yin, Jiajun Shi, Sonja Lang, Yixin Wang

引用次数: 1