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  • Article
  • Open Access
1 Citations
2,441 Views
13 Pages

Scrap steel inspection is a critical entry point for connecting the smelting process to the industrial internet, with its security and privacy being of vital importance. Current advancements in scrap steel inspection involve collecting scattered data...

  • Article
  • Open Access
15 Citations
7,948 Views
18 Pages

The Global Societal Steel Scrap Reserves and Amounts of Losses

  • Alicia Gauffin,
  • Nils Å. I. Andersson,
  • Per Storm,
  • Anders Tilliander and
  • Pär G. Jönsson

13 September 2016

In this study a newly developed method called the Progressing and Backcasting models were used to evaluate the annual resource utilizations of steel scrap in Sweden and globally. The model results show that it is possible to assess the amounts of ste...

  • Article
  • Open Access
416 Views
25 Pages

Scrap-SAM-CLIP: Assembling Foundation Models for Typical Shape Recognition in Scrap Classification and Rating

  • Guangda Bao,
  • Wenzhi Xia,
  • Haichuan Wang,
  • Zhiyou Liao,
  • Ting Wu and
  • Yun Zhou

18 January 2026

To address the limitation of 2D methods in inferring absolute scrap dimensions from images, we propose Scrap-SAM-CLIP (SSC), a vision-language model integrating the segment anything model (SAM) and contrastive language-image pre-training in Chinese (...

  • Feature Paper
  • Article
  • Open Access
34 Citations
15,128 Views
17 Pages

Green LD (BOF) Steelmaking—Reduced CO2 Emissions via Increased Scrap Rate

  • Bernhard Voraberger,
  • Gerald Wimmer,
  • Uxia Dieguez Salgado,
  • Erich Wimmer,
  • Krzysztof Pastucha and
  • Alexander Fleischanderl

10 March 2022

The basic oxygen furnace (BOF) is the dominating primary steelmaking process. It is an autothermal process where hot metal and scrap are used as charging materials. The decarbonization and transformation of integrated BOF steelmaking will be the most...

  • Article
  • Open Access
6 Citations
4,572 Views
13 Pages

Numerical Investigation of Blast Furnace Operation with Scrap Charging

  • Zhu Liu,
  • Zi Yu,
  • Xuefeng She,
  • Huiqing Tang and
  • Qingguo Xue

13 December 2020

One approach to reduce CO2 emission in the steelmaking industry is to recycle scrap to the blast furnace/basic oxygen furnace (BF/BOF) production system. This paper performed a numerical investigation on the BF operation with scrap charging. The inve...

  • Review
  • Open Access
5 Citations
5,911 Views
23 Pages

5 February 2025

This review studies the availability of post-consumer steel scrap in Europe until 2050. We introduce the indicator potentially available domestic post-consumer scrap (PADPS), which measures the amount of (steel) scrap from obsolete products available...

  • Article
  • Open Access
4 Citations
2,156 Views
13 Pages

12 August 2024

The materials charged into a converter comprise molten iron and scrap steel. Adjusting the ratio by increasing scrap steel and decreasing molten iron is a steelmaking raw material strategy designed specifically for China’s unique circumstances,...

  • Feature Paper
  • Article
  • Open Access
17 Citations
9,489 Views
34 Pages

26 August 2020

The melting time of scrap is a factor that affects the Electrical Energy (EE) consumption of the Electric Arc Furnace (EAF) process. The EE consumption itself stands for most of the total energy consumption during the process. Three distinct represen...

  • Article
  • Open Access
12 Citations
7,852 Views
17 Pages

Scrap Steel Recycling: A Carbon Emission Reduction Index for China

  • Hao Hao,
  • Haolong Wu,
  • Fangfang Wei,
  • Zhaoran Xu and
  • Yi Xu

18 May 2024

Accurately assessing carbon emissions from recycling scrap steel is essential for reducing emissions in the steel industry, especially in China, the world’s largest crude steel producer. In this study, a carbon emission reduction index was intr...

  • Article
  • Open Access
10 Citations
6,036 Views
15 Pages

Evaluation of the Influences of Scrap Melting and Dissolution during Dynamic Linz–Donawitz (LD) Converter Modelling

  • Florian Markus Penz,
  • Johannes Schenk,
  • Rainer Ammer,
  • Gerald Klösch and
  • Krzysztof Pastucha

31 March 2019

The Linz–Donawitz (LD) converter is still the dominant process for converting hot metal into crude steel with the help of technically pure oxygen. Beside hot metal, scrap is the most important charging material which acts as an additional iron...

  • Article
  • Open Access
12 Citations
4,980 Views
16 Pages

Identification and Classification of Aluminum Scrap Grades Based on the Resnet18 Model

  • Bo Huang,
  • Jianhong Liu,
  • Qian Zhang,
  • Kang Liu,
  • Kun Li and
  • Xinyu Liao

2 November 2022

In order to reduce the elemental species produced in the recycling and melting of aluminum scrap and to improve the quality of pure aluminum and aluminum alloys, it is necessary to classify the different grades of aluminum scrap before melting. For t...

  • Article
  • Open Access
5 Citations
2,857 Views
10 Pages

Evaluation of Mass Transfer Coefficient during Scrap Melting

  • Ming Gao,
  • Jin-Tao Gao and
  • Yan-Ling Zhang

30 August 2021

Mass transfer is a critical scrap melting step. Herein, mass transfer coefficients (k) during scrap melting were calculated using laboratory-scale experiments. Correlation analysis and the entropy weight method were used to determine the effect of va...

  • Article
  • Open Access
1 Citations
2,715 Views
13 Pages

13 August 2024

Transitioning from a traditional linear economy to a circular economy occurs at the micro-level system, encompassing products and companies, which should be monitored. For metals, recycled content as an input-side indicator of recycling quantifies th...

  • Article
  • Open Access
25 Citations
6,182 Views
10 Pages

A Process for the Recovery of Gallium from Gallium Arsenide Scrap

  • Tsai-Hsin Cheng,
  • Chia-Ju Liu,
  • Tang-Yi Tsai and
  • Yun-Hwei Shen

4 December 2019

The recovery of gallium (Ga) from gallium arsenide (GaAs) scrap using a leaching-ion exchange method was investigated. The ground GaAs scrap was leached, using 2.0 N nitric acid at 30 °C for 1.0 h, and the dissolution of Ga and arsenic (As) reach...

  • Proceeding Paper
  • Open Access
2,499 Views
6 Pages

The production of Al-alloys is mainly based on electrolytic pure Al alloyed with the necessary other elements, which are added in high purity into the melt pool during smelting processes. This fact is responsible for high costs and emissions during a...

  • Article
  • Open Access
17 Citations
6,479 Views
9 Pages

Dissolution of Scrap in Hot Metal under Linz–Donawitz (LD) Steelmaking Conditions

  • Florian Markus Penz,
  • Johannes Schenk,
  • Rainer Ammer,
  • Gerald Klösch and
  • Krzysztof Pastucha

19 December 2018

One of the main charging materials of the Linz–Donawitz oxygen steelmaking process (LD) is scrap. Scrap acts as a coolant for the exothermic reactions inside the LD vessel and as an iron source in addition to hot metal. The optimization of the...

  • Review
  • Open Access
251 Citations
71,134 Views
24 Pages

8 April 2018

This work provides an overview of the aluminum (Al) recycling process, from the scrap upgrading to the melting process. Innovations and new trends regarding the Al recycling technologies are highlighted. Aluminum recycling offers advantages in terms...

  • Review
  • Open Access
164 Citations
15,431 Views
26 Pages

29 October 2016

This article provides a review of different methods for managing waste tyres. Around 1.5 billion scrap tyres make their way into the environmental cycle each year, so there is an extreme demand to manage and mitigate the environmental impact which oc...

  • Review
  • Open Access
2,024 Views
25 Pages

A Review of Heat Transfer and Numerical Modeling for Scrap Melting in Steelmaking Converters

  • Mohammed B. A. Hassan,
  • Florian Charruault,
  • Bapin Rout,
  • Frank N. H. Schrama,
  • Johannes A. M. Kuipers and
  • Yongxiang Yang

1 August 2025

Steel is an important product in many engineering sectors; however, steelmaking remains one of the largest CO2 emitters. Therefore, new governmental policies drive the steelmaking industry toward a cleaner and more sustainable operation such as the g...

  • Article
  • Open Access
1,842 Views
19 Pages

10 October 2023

In the coupled pickling line and tandem cold mill (PL-TCM), the hot-rolled strip needs to be trimmed on both sides of the strip before the tandem cold rolling process to ensure stable operation of the rolling process. The equipment for trimming the s...

  • Article
  • Open Access
3 Citations
2,568 Views
18 Pages

Research on the Carbon Credit Exchange Strategy for Scrap Vehicles Based on Evolutionary Game Theory

  • Quan Wu,
  • Wei Cheng,
  • Zuoxiong Zheng,
  • Guangjun Zhang,
  • Haicheng Xiao and
  • Chuan Wen

In this article, we construct a game model that uses government regulators and scrap vehicle owners as the main parties to investigate the carbon credit exchange strategy of scrap vehicles using evolutionary game theory. The results were validated us...

  • Article
  • Open Access
19 Citations
6,807 Views
17 Pages

Treatment of Scrap Tire for Rubber and Carbon Black Recovery

  • Alaa Sultan Abdulrahman and
  • Fawzi Habeeb Jabrail

In this study, a chemical dissolution treatment was used to recover rubber and carbon black (CB) from truck tire scrap, with gas oil acting as the solvent and 4-Hydroxy-TEMPO acting as the catalyst for the chemical reactions. Montmorillonite clay was...

  • Article
  • Open Access
9 Citations
5,042 Views
10 Pages

Metallurgical Quality of Cast Iron Made from Steel Scrap and Possibilities of Its Improvement

  • Peter Futas,
  • Alena Pribulova,
  • Jozef Petrik,
  • Peter Blasko,
  • Andrea Junakova and
  • Vladimir Sabik

22 December 2022

In the field of metallurgy, there are many factors that influence the final quality of cast iron. These are mainly charge materials, chemical composition and metallurgical preparation up to the final casting process. Even small deviations from metall...

  • Article
  • Open Access
5 Citations
2,968 Views
19 Pages

Influence of Oxy-Fuel Lance Parameters on the Scrap Pre-Heating Temperature in the Hot Metal Ladle

  • Shenglei Zhuang,
  • Dongping Zhan,
  • Taotao Wang,
  • Peng Li and
  • Yongkun Yang

25 April 2023

As one of the vital ways to improve the converter heat balance and increase the scrap ratio, scrap pre-heating technology has attracted much attention from researchers. The aim of this paper is to reveal the effect of the oxy-fuel lance parameters on...

  • Article
  • Open Access
5 Citations
5,503 Views
15 Pages

18 December 2018

Enormous amount of scrap is generated on the shopfloor during manufacturing. Energy needed to melt increasing quantities of scrap will be ever increasing, and so will be the loss of metal during melting. Hence, conversion of scrap directly into marke...

  • Article
  • Open Access
7 Citations
1,930 Views
13 Pages

Many micro-scraps are generated when a micro-triangular pyramid array (MTPA) is machined by the fly-cutting method. Micro-scraps are generally not removed quickly enough; therefore, these residual micro-scraps participate in the cutting process again...

  • Article
  • Open Access
4 Citations
1,971 Views
21 Pages

30 April 2024

Scrap steel represents a sustainable and recyclable resource, instrumental in diminishing carbon footprints and facilitating the eco-friendly evolution of the steel sector. However, current scrap steel recycling faces a series of challenges, such as...

  • Article
  • Open Access
261 Views
25 Pages

31 January 2026

Scrap steel is known to influence the fluid flow characteristics of the melt pool in converter steelmaking. However, few studies have considered the effects of the scrap steel charging structure. In this study, a physical model of a 1:8.8 steel&ndash...

  • Article
  • Open Access
4 Citations
2,084 Views
18 Pages

18 April 2024

Blast furnace slag, a by-product of the iron and steel production process, contains a significant amount of untapped heat resources. Currently, China is entering a period of rapid growth in scrap production, making efficient scrap utilization a new r...

  • Article
  • Open Access
3 Citations
3,033 Views
23 Pages

Effect of Surface Condition on the Results of Chemical Composition Measurements of Scrap Copper Alloys

  • Łukasz Bernat,
  • Tomasz Jurtsch,
  • Grzegorz Moryson,
  • Jan Moryson and
  • Grzegorz Wiczyński

4 February 2024

The processing of copper-bearing scrap makes it possible to reduce the costs and energy consumption of obtaining copper alloy products compared to producing them from primary raw materials. To achieve this, it is necessary to quickly and accurately d...

  • Article
  • Open Access
4 Citations
2,474 Views
16 Pages

B and N Co-Doped Wood Scrap Charcoal for Decorated Supercapacitor with High Conductivity

  • Gaojun Chen,
  • Yudong Li,
  • Enshan Han,
  • Ziqiang Zhang,
  • Xiaohui Yang,
  • Desheng Zhou and
  • Yanzhen He

7 May 2023

The optimization of supercapacitive properties in carbon materials derived from cheap and sustainable wood scraps exhibits great application potential. Herein, in support of interfacial groups, polyaniline nanospheres were in situ constructed in the...

  • Article
  • Open Access
5 Citations
1,877 Views
19 Pages

Microstructure and Mechanical Properties of AlSi10MnMg Alloy with Increased Content of Recycled Scrap

  • Jaroslaw Piatkowski,
  • Katarzyna Nowinska,
  • Tomasz Matula,
  • Grzegorz Siwiec,
  • Michal Szucki and
  • Beata Oleksiak

1 March 2025

Increasing the share of circulating scrap in produced castings is not only due to optimizing production costs, but also the need to protect the environment realized by reducing production energy intensity, generating less waste, mitigating greenhouse...

  • Article
  • Open Access
9 Citations
15,374 Views
25 Pages

Reducing the Scrap Rate on a Production Process Using Lean Six Sigma Methodology

  • Ioana-Cătălina Enache,
  • Oana Roxana Chivu,
  • Ana-Maria Rugescu,
  • Elena Ionita and
  • Ionut Valentin Radu

21 April 2023

The aim of this case study is to implement the Lean Six Sigma methodology to reduce the scrap rate of the edge-bending process of a metal door case used in the assembly process of refrigeration appliances. This study was initiated because the assembl...

  • Article
  • Open Access
8 Citations
8,121 Views
13 Pages

4 September 2014

The upgrade recycling of cast-iron scrap chips towards β-FeSi2 thermoelectric materials is proposed as an eco-friendly and cost-effective production process. By using scrap waste from the machining process of cast-iron components, the material cost t...

  • Communication
  • Open Access
2,437 Views
9 Pages

Precise and Accurate Assessment of the Copper Scrap Composition by the X-Ray Fluorescence Spectrometry

  • Jacek Anyszkiewicz,
  • Sonia Kasierot,
  • Tadeusz Gorewoda and
  • Justyna Kostrzewa

This paper evaluates the possibility of analyzing the composition of high-quality copper scrap with X-ray fluorescence spectrometry (XRF) instead of electrogravimetry combined with flame atomic absorption spectroscopy (EG+FAAS) method. The evaluation...

  • Review
  • Open Access
39 Citations
11,140 Views
20 Pages

Technologies of Recycling REEs and Iron from NdFeB Scrap

  • Fusheng Xiao,
  • Wentao Hu,
  • Jianqi Zhao and
  • Hongmin Zhu

16 April 2023

In recent years, under the background of global low-carbon development, the production of NdFeB magnets has increased dramatically. With the end of magnet life, a large number of discarded products will be produced in the future. At the same time, 6&...

  • Article
  • Open Access
20 Citations
5,242 Views
22 Pages

Diffusive Steel Scrap Melting in Carbon-Saturated Hot Metal—Phenomenological Investigation at the Solid–Liquid Interface

  • Florian Markus Penz,
  • Johannes Schenk,
  • Rainer Ammer,
  • Gerald Klösch,
  • Krzysztof Pastucha and
  • Michael Reischl

25 April 2019

The oxygen steelmaking process in a Linz-Donawitz (LD) converter is responsible for more than 70% of annual crude steel production. Optimization of the process control and numerical simulation of the LD converter are some of the current challenges in...

  • Feature Paper
  • Article
  • Open Access
15 Citations
3,906 Views
17 Pages

24 July 2021

The implementation of scrap recovery activities has been shown to improve the financial performance of many firms, and this kind of circular economy (CE) is particularly evident in industries with green manufacturing (GM). In this paper, we consider...

  • Article
  • Open Access
18 Citations
8,913 Views
9 Pages

22 June 2017

WC soft scrap, including Co used as a binder, thermally oxidized at 600 °C, was subjected to grinding with NaOH in a mechanochemical reaction, followed by water leaching to establish an effective recycling process. Na2WO4 was synthesized through a me...

  • Article
  • Open Access
15 Citations
3,459 Views
34 Pages

Waste to Hydrogen: Elaboration of Hydroreactive Materials from Magnesium-Aluminum Scrap

  • Olesya A. Buryakovskaya,
  • Anna I. Kurbatova,
  • Mikhail S. Vlaskin,
  • George E. Valyano,
  • Anatoly V. Grigorenko,
  • Grayr N. Ambaryan and
  • Aleksandr O. Dudoladov

10 April 2022

Ball-milled hydroreactive powders of Mg-Al scrap with 20 wt.% additive (Wood’s alloy, KCl, and their mixture) and with no additives were manufactured. Their hydrogen yields and reaction rates in a 3.5 wt.% NaCl aqueous solution at 15–35 &...

  • Article
  • Open Access
2 Citations
2,100 Views
16 Pages

Impact of Scrap Impurities on AlSi7Cu0.5Mg Alloy Flowability Using Established Testing Methods

  • Robert Kleinhans,
  • Constantin Jugert,
  • Manuel Pintore and
  • Wolfram Volk

10 December 2024

In view of the increasing demand for secondary aluminum, which is intended to partially replace the very energy- and resource-intensive primary aluminum production, effective treatment methods can maintain the high quality level of light metal castin...

  • Article
  • Open Access
4 Citations
2,605 Views
13 Pages

The Influence of Foundry Scrap Returns on Chemical Composition and Microstructure Development of AlSi9Cu3 Alloy

  • Jan Šmalc,
  • Maja Vončina,
  • Primož Mrvar,
  • Tilen Balaško,
  • Vladimír Krutiš and
  • Mitja Petrič

3 May 2023

Recycling is now, more than ever, an important part of any foundry process due to the high cost of energy. The basis of the work presented here is a study of the addition of foundry scrap returns to the melt in order to reduce material and energy cos...

  • Article
  • Open Access
8 Citations
3,263 Views
19 Pages

Development of a Fast Modeling Approach for the Prediction of Scrap Preheating in Continuously Charged Metallurgical Recycling Processes

  • Christian Schubert,
  • Dominik Büschgens,
  • Moritz Eickhoff,
  • Thomas Echterhof and
  • Herbert Pfeifer

12 August 2021

Improving the overall energy efficiency of processes is necessary to reduce costs, lower the specific energy consumption and thereby reduce the direct or indirect emission of gases that contribute to climate change. In many metallurgical processes, a...

  • Article
  • Open Access
9 Citations
1,664 Views
11 Pages

1 August 2011

This paper is concerned with determination of optimal lot size for an economic production quantity model with scrap and random breakdown occurring in backorder replenishing period. In most real-life manufacturing systems, generation of defective item...

  • Article
  • Open Access
1 Citations
2,120 Views
12 Pages

Effect of Impregnation and Graphitization on EDM Performance of Graphite Blocks Using Recycled Graphite Scrap

  • Sang-Hye Lee,
  • Dong-Pyo Jeon,
  • Hyun-Yong Lee,
  • Dong-Gu Lee and
  • Jae-Seung Roh

4 December 2023

In the present study, graphite scrap powder from machining of commercial graphite blocks for electrical discharge machining (EDM) applications was recycled as a filler material for manufacturing graphite blocks, and its suitability for use as EDM ele...

  • Article
  • Open Access
6 Citations
3,996 Views
13 Pages

Operating in unstable and competitive globalized markets, management of today’s transnational enterprises continually searches for different alternatives to maintain product quality, streamline production activities, and reduce overall operating cost...

  • Article
  • Open Access
2 Citations
1,225 Views
10 Pages

26 July 2024

This study investigated the migration patterns of oxygen in the deoxidation process of Ti-48Al alloy scrap using electromagnetic levitation (EML) technology. Scanning electron microscopy (SEM), X-ray diffraction (XRD), and X-ray photoelectron spectro...

  • Article
  • Open Access
32 Citations
17,242 Views
23 Pages

Tracking Flows of End-of-Life Battery Materials and Manufacturing Scrap

  • Linda Gaines,
  • Jingyi Zhang,
  • Xin He,
  • Jessey Bouchard and
  • Hans Eric Melin

This paper defines terms such as “recycling rate” that enable the characterization of flows of battery materials and expands the terminology to accommodate the description of complex product recycling. It also estimates the maximum percen...

  • Article
  • Open Access
1 Citations
2,824 Views
18 Pages

24 May 2024

This study tackles the challenge of optimizing scrap blends in steel production to achieve sustainability and environmental consciousness. Focusing on a steel-casting company as a case study, we develop a mathematical model that minimizes cost, emiss...

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