• Title/Summary/Keyword: 원료 선별

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Automatic Source Classification Algorithm using Mean-Shift Clustering and stepwise merging in Color Image (컬러영상에서 Mean-Shift 군집화와 단계별 병합 방법을 이용한 자동 원료 선별 알고리즘)

  • Kim, Sang-Jun;Jang, JiHyeon;Ko, ByoungChul
    • Proceedings of the Korea Information Processing Society Conference
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    • 2015.10a
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    • pp.1597-1599
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    • 2015
  • 본 논문에서는 곡물이나 광석 등의 원료들 중에서 양품 및 불량품을 검출하기 위해, Color CCD 카메라로 촬영한 원료영상에서 Mean-Shift 클러스터링 알고리즘과 단계별 병합 방법을 제안하고 있다. 먼저 원료 학습 영상에서 배경을 제거하고 영상 색 분포정도를 기준으로 모폴로지를 이용하여 영상의 전경맵을 얻는다. 전경맵 영상에 대해서 Mean-Shift 군집화 알고리즘을 적용하여 영상을 N개의 군집으로 나누고, 단계별로 위치 근접성, 색상대푯값 유사성을 비교하여 비슷한 군집끼리 통합한다. 이렇게 통합된 원료 객체는 영상채널마다의 연관관계를 반영할 수 있도록 RG/GB/BR의 2차원 컬러분포도로 표현한다. 원료 객체별로 변환된 2차원 컬러 분포도에서 분포의 주성분의 기울기와 타원들을 생성한다. 객체별 분포 타원은 테스트 원료 영상데이터에서 양품과 불량품을 검출하는 임계값이 된다. 본 논문에서 제안한 방법으로 다양한 원료영상에 실험한 결과, 기존 선별방식에 비해 사용자의 인위적 조작이 적고 정확한 원료 선별 결과를 얻을 수 있었다.

Property enhancement of geopolymer by means of separation/classification of spent-resources (폐자원의 분류/선별을 통한 지오폴리머 특성 개선 연구)

  • Kim, Yooteak;Kim, Hyunjung;Jang, Changsub
    • Journal of the Korean Crystal Growth and Crystal Technology
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    • v.22 no.6
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    • pp.299-304
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    • 2012
  • Geopolymer was made using magnetic separation fly ash with NaOH(Sodium Hydroxide) and the water glass as alkali activators in this study. Compressive strength of geopolymers ceramics was measured and analyzed according to the type of materials. Under the conditions of fly ash without magnetic separation and 28 day curing after molding, the compressive strength of the geopolymer reached up to 28 MPa.

Feedstock Recycling Technologies using Waste Vinyls (폐비닐을 이용(利用)한 재생원료화(再生原料化) 기술(技術))

  • Chung, Soo-Hyun;Na, Jeong-Gul;Kim, Sang-Guk;Woo, Hee-Myung;Kim, Young-Tae
    • Resources Recycling
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    • v.22 no.4
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    • pp.46-54
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    • 2013
  • The produced quantity of waste plastics including waste vinyls was assumed as about 5 million tons per year. The quantity of waste vinyls produced from the waste recycling center among total quantity of waste plastics was estimated as about 1 million tons per year. Most of waste vinyls produced from the waste recycling center were recycled as refuse plastic fuel(RPF) or recycled feedstock material. In this study, the medium material using waste vinyls was made by the melting process of heat medium heating and the tensile strength was analyzed for checking the usable possibility of recycled waste vinyl material by comparing with the existent product. In order to use the medium material for producing the recycled product, it can be considered that the tensile strength of medium material is more than 100 $kgf/cm^2$.

Optimized Selection of Cosmetic Ingredients Based on Network (네트워크 기반 화장품 원료 선별 최적화)

  • Lee, Bo-Hee;Lee, Jihoo;Kim, Hak Yong
    • Proceedings of the Korea Contents Association Conference
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    • 2016.05a
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    • pp.183-184
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    • 2016
  • K-Cosmetic 열풍으로 국내외 화장품 시장 규모가 커지면서 화장품 개발에 대한 관심이 증대되고 있는 반면 화장품 원료 데이터 베이스에 대한 네트워크가 개발되지 않은 실정이다. 본 논문은 식품의약품안전청에서 공시한 화장품원료기준 성분사전에 의거한 화장품원료를 기준으로 기능을 분석하여 각 기능에 해당하는 원료를 연결하여 네트워크를 구축하였다. 본 네트워크를 활용하여 화장품 제조 시 필요한 기능이 최적화된 원료를 탐색하여 활용함으로써 원료의 구성을 최소화 하면서 본래의 기능을 구현하여 화장품 생산 비용 감소 및 효율성이 극대화 될 것으로 예상된다.

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Development of Near Infrared Radiation Image Board for Performace Improvement of Grain Sorter (곡물선별기의 선별력 향상을 위한 근거리적외선 영상보드 개발)

  • Lee, Chae-Wook
    • Journal of the Institute of Convergence Signal Processing
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    • v.18 no.1
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    • pp.25-30
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    • 2017
  • Currently, most of the grain sorter uses CCD optic camera to find defective products. The aim of this paper is to use the CCD camera, and aim for improving the sorting power of the grain separator by using NIR(Near Infrared Radiation) sensor based on moisture content measurement algorithm. We intend to develop a system to develop an NFC imaging system in real time by developing an NIR imaging system and developing the grain sorter system that is considered to be defective in real time by checking the internal moisture content of the raw material in the real time.

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The study of geopolymer utilization of reclaimed ash by using magnetic separation method (자력선별법을 이용한 화력 발전소 매립회의 지오폴리머 원료화 연구)

  • Kim, Kangduk
    • Journal of the Korean Crystal Growth and Crystal Technology
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    • v.27 no.5
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    • pp.249-255
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    • 2017
  • Using a magnetic separation process, pond ash generated in thermoelectric power plants was separated into magnetic materials and nonmagnetic materials in order to make it into a raw material of geopolymers and unburned carbon; screening characteristics according to the particle sizes and magnet strength levels of the pond ash were observed. Based on the results of magnetic separation into fine particle (0.15~0.84 mm) and rough particle (0.84~2.4 mm) pond ash using 3000 G magnets, the weight fraction and ignition loss of nonmagnetic materials were found to be higher than those of magnetic materials, regardless of the particle size. In the case of fine particle pond ash, when the magnet strength was increased from 3000 G to 10000 G, even those materials that were weakly magnetic were separated into magnetic materials, leading to drastic increases in the weight fraction of magnetic materials, such that the ignition loss accounted for 66.9 % (22.8 wt%) of the entire ignition loss of 32.6 wt%, despite of the low ignition loss. Based on the results of measurement of the compressive strength levels of geopolymers made of magnetic-separated rough particle pond ash, the compressive strength of geopolymers made of magnetic materials containing small amounts of unburned carbon was found to be 20 MPa.

A Study on Separation of Limonite and Saprolite from Nickel Laterite Ores (니켈라테라이트광으로부터 리모나이트 및 사프로라이트의 분리선별 연구)

  • Kim, Kee-Seok;Seo, Joo-Beom;Bea, In-Kook;Bae, Kwang-Hyun;Yoo, Kwang-Suk;Lee, Jae-Young;Kim, Hyung-Seok
    • Resources Recycling
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    • v.23 no.6
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    • pp.12-21
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    • 2014
  • Nickel oxide ores are composed of two kinds of minerals; one is saprolite that is processed by smelting to obtain nickel products, and the other is limonite that is used in hydrometallugical processes. It is not efficient economically to process the mixture of limonite and saprolite, so the processes to saparate the ore mixture should be developed. In the present study, the mixture was separated by dry-classification after liberationg using grindability difference between limonite and saprolite. Consequently, it is possible to obtain the limonite with less than 10% of Mg+Si contents, which could be treated by hydrometallurgical processes, when the limonite contain less than 30% of saprolite.

KAPE연구 - 제주흑돼지와 제주일반돼지의 도체등급, 육질 및 물성 특성 비교

  • Jeong, Ui-Heon
    • KAPE Magazine
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    • s.252
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    • pp.21-23
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    • 2017
  • 본 연구는 식품제조산업 현장에서 원료육으로 많이 사용되는 제주산 돼지고기 중 제주흑돼지가 제주일반돼지에 비해서 돼지도체 등급판정 기준에 의한 비교시 높은 등급이 나오지 않음에도 불구하고 가격이 높게 나오는 현상에 대한 원인을 규명하고자, 제주흑돼지와 제주일반돼지를 구입하여 도체상태의 육질 특성과 정육상태에서의 물성특성을 조사하였다. 도체상태에서 제주흑돼지는 제주일반돼지에 비해 육색의 적색도는 유의적으로 높았다. 돼지고기 정육의 물성을 조사하기 위해 제주흑돼지와 제주일반돼지 중 도체중량이 유사한 도체를 선별하여 분석하였다. 돼지 껍데기에 대한 물성을 조사한 결과 제주흑돼지와 제주일반돼지에서 차이점은 탄력성(springness), 응집성(cohesiveness), 탄성(Resilience)에 유의적인 차이가 있었고, 돼지 생육에 있어서는 탄력성(springness), 응집성(cohesiveness), 탄성(Resilience)에서 유의적인 차이점을 보였다. 이상의 결과를 종합해 볼 때 식품제조 원료로써 제주산 돼지고기를 구매할 때 제주흑돼지는 제주일반돼지에 비해서 도체상태에서 육색의 적색도가 유의적으로 높고, 돼지고기 껍데기와 고기의 탄력성(springness)이 높고, 응집성(cohesiveness), 탄성(Resilience)에서는 낮은 값을 나타냈다. 따라서 생육상태에서 식품제조 원료육으로 돼지고기를 구매할 때 물성항목이 품질평가에 중요한 지표로 활용할 수 있을 것으로 판단된다.

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Development of Filter Sorting Process for Cigarette Butt Recycling and Extraction of Cellulose Acetate (담배꽁초 재활용을 위한 필터 선별공정 개발 및 셀룰로오스 아세테이트의 추출)

  • Minseon Park;Minjung Jung;Noh-sup Lee;Soochul Rhee;Namhoon Lee
    • Journal of the Korea Organic Resources Recycling Association
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    • v.32 no.2
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    • pp.5-14
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    • 2024
  • A study approached the development of a process for efficiently recycling discarded cigarette butts, reported as a major source of microplastic pollution in aquatic environments. Cigarette butts were sorted to extract filters, and cellulose acetate, the raw material of the filters, was extracted to a high degree of purity. The sorting of filters from cigarette butts was conducted through both wet and dry processes, each with optimized sorting conditions. Wet stirring sorting considered factors such as solid-liquid ratio, stirring speed, and stirring temperature. The highest efficiency of wet stirring sorting, at 46.21%, was observed with a solid-liquid ratio of 1:45, stirring speed of 200 rpm, and stirring temperature of 50℃. Dry wind power sorting took into account moisture content and residence time. The filter sorting efficiency reached its peak at 57.10% with a moisture content of 20% and a residence time of 5 minutes. There was no significant difference in the recovery rate of cellulose acetate between the two sorting processes. Dry wind power sorting was deemed a more advantageous process in terms of energy and environmental considerations within the scope of this study.