• Title/Summary/Keyword: Waste printed circuit boards

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Development of Urban Mine Recycling Technology by Machine Learning (머신러닝에 의한 도시광산 재활용 기술 개발)

  • Terada, Nozomi;Ohya, Hitoshi;Tayaoka, Eriko;Komori, Yuji;Tayaoka, Atsunori
    • Resources Recycling
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    • v.30 no.4
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    • pp.3-10
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    • 2021
  • The field of recycling for waste electronic components, which is the typical example of an urban mine, requires the development of useful sorting techniques. In this study, a sorter based on image identification by deep learning was developed to select electronic components into four groups. They were recovered from waste printed circuit boards and should be separated to depend on the difference after treatment. The sorter consists of a workstation with GPU, camera, belt conveyor, air compressor. A small piece (less than 3.5 cm) of electronic components on the belt conveyor (belt speed: 6 cm/s) was taken and learned as teaching data. The accuracy of the image identification was 96% as kinds and 99% as groups. The optimum condition of sorting was determined by evaluating accuracies of image identification and recovery rates by blowdown when changing the operating condition such as belt speed and blowdown time of compressed air. Under the optimum condition, the accuracy of image classification in groups was 98.7%. The sorting rate was more than 70%.

Trend on the Recycling Technologies for Waste Electric and Electronic Equipment by the Patent Analysis (특허검색(特許檢索)에 의한 폐전기(廢電氣).전자기기(電子器機) 재활용(再活用) 기술(技術) 동향(動向))

  • Yoo, Kyoung-Keun;Lee, Jae-Chun;Jeong, Jin-Ki;Kang, Kyung-Seok
    • Resources Recycling
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    • v.18 no.4
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    • pp.70-81
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    • 2009
  • The patents were searched to investigate the trend and the direction of technologies about the recycling of WEEE (waste electric and electronic equipment). Database was collected from WIPS site, and then 223 patents were selected by investigating abstracts. The patents from 1986 to 2007 were analyzed according to countries, international patent classification (IPC), companies, technologies, and recycling-target materials. The most patents were applied in Japan and by Japan companies. Patents about physical pretreatment technology are the most among the patents of the WEEE recycling technologies. Patents about printed circuit boards among target materials are the most because of its high value-added.

Study on Recovery of Precious Metal (Ag, Au) from Anode Slime Produced by Electro-refining Process of Anode Copper (양극동의 전해정련시 발생된 양극슬라임으로부터 귀금속(Ag, Au) 회수에 대한 연구)

  • Kim, Young-Am;Park, Bo-Gun;Park, Jae-Hun;Hwang, Su-Hyun
    • Resources Recycling
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    • v.27 no.6
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    • pp.23-29
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    • 2018
  • Recently rapid economic growth and technological development have led to an increase in the generation of waste electrical and electronic equipment (WEEE). As the amount of electric and electronic waste generated increases, the importance of processing waste printed circuit boards (PCB) is also increasing. Various studies have been conducted to recycle various valuable metals contained in a waste PCB in an environmentally friendly and economical manner. To get anode slime containing Ag and Au, Anode copper prepared from PCB scraps was used by means of electro-refining. Ag and Au recovery was conducted by leaching, direct reduction, and ion exchange method. In the case of silver, the anode slime was leached at 3 M $HNO_3$, 100 g/L, $70^{\circ}C$, and Ag was recovered by precipitation, alkali dissolution, and reduction method. In the case of gold, the nitrate leaching residues of the anode slime was leached at 25% aqua regia, 200 g/L, $70^{\circ}C$, and Au was recovered by pH adjustment, ion exchange resin adsorption, desorption and reduction method. The purity of the obtained Au and Ag were confirmed to be 99.99%.