• 제목/요약/키워드: Sorting

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영상처리를 이용한 고구마 자동 선별시스템 개발 (Development of an Automatic Sweet Potato Sorting System Using Image Processing)

  • 양길모;최규홍;조남홍;박종률
    • Journal of Biosystems Engineering
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    • 제30권3호
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    • pp.172-178
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    • 2005
  • Grading and sorting an indeterminate form of agricultural products such as sweet potatoes and potatoes are a labor intensive job because its shape and size are various and complicate. It costs a great deal to sort sweet potato in an indeterminate forms. There is a great need for an automatic grader fur the potatoes. Machine vision is the promising solution for this purpose. The optical indices for qualifying weight and appearance quality such as shape, color, defects, etc. were obtained and an on-line sorting system was developed. The results are summarized as follows. Sorting system combined with an on-line inspection device was composed of 5 sections, human inspection, feeding, illumination chamber, image processing & control, and grading & discharging. The algorithms to compute geometrical parameters related to the external guality were developed and implemented for sorting the deformed sweet potatoes. Grading accuracy by image processing was $96.4\%$ and the processing capacity was 10,800 pieces per hour.

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

  • 박민선;정민정;이노섭;이수철;이남훈
    • 유기물자원화
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    • 제32권2호
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    • pp.5-14
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    • 2024
  • 본 연구에서는 수계 미세플라스틱의 주오염원으로 보고되고 있는 버려진 담배꽁초로부터 필터를 선별하고, 필터의 원료물질인 셀룰로오스 아세테이트를 고순도 추출하여 효율적인 재활용공정을 개발하고자 하였다. 담배꽁초로부터 필터 선별 공정을 습식과 건식으로 구분하여 각 공정별 최적 선별조건을 도출하고, 선별된 필터로부터 셀룰로오스 아세테이트를 추출하여 재활용 가능성 및 선별공정별 효율을 평가하였다. 습식교반선별 인자로는 고액비, 교반속도, 교반온도를 고려하였다. 습식교반선별 효율은 고액비 1:45, 교반속도 200rpm, 교반온도 50℃에서 선별효율이 46.21%로 가장 높게 분석되었다. 건식풍력선별 인자는 함수율과 체류시간을 고려하였다. 필터 선별효율은 함수율 20%, 체류시간 5분에서 선별효율이 57.10%로 가장 높았다. 셀룰로오스 아세테이트의 회수율은 습식교반선별에 의한 필터에서 48.68%, 건식풍력선별공정에서 47.68%로 두 공정의 차이는 없는 것으로 나타났다. 건식풍력선별의 선별효율이 57.10%로 습식교반선별에 비하여 10.89% 높으며, 습식교반선별의 경우 교반 후에 발생하는 폐수와 폐기물, 교반 및 가열 시 필요한 에너지를 고려하였을 때 건식풍력선별이 환경 및 에너지 요구량 측면에서 더 유리한 공정으로 판단된다.

Is Sorting Hat in Harry Potter Identity Identifier for Adolescents?

  • Bahn, Geon Ho;Sun, Je Young Hannah;Hwangbo, Ram;Hong, Minha;Park, Jin Cheol;Cho, Seong Woo
    • Journal of the Korean Academy of Child and Adolescent Psychiatry
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    • 제28권1호
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    • pp.38-43
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    • 2017
  • This study analyzes the role of the Sorting Hat in structuring the identity of the characters in the Harry Potter series written by J. K. Rowling. In the different stages of adolescence, one explores and re-establishes one's identity. One's sense of identity is determined by the commitments made regarding personal and social traits. However, it is difficult to establish a concrete identity formation process theory that is communicable to adolescents. In Harry Potter, the characters' identities are reflected upon the Sorting Hat and are continuously molded throughout the book. The Sorting Hat provides nurturing experiences based on temperament. Based primarily on their temperament, it sorts the students into four houses, each with their own distinct characteristics. Once sorted, the houses become the living and learning communities in which the students share the same dormitory and classes until their graduation. Within the community, the students seek connections, supportive relationships, and understanding within the group. The taking on of the group identity is an explanatory variable in the formation of individual identity. The Sorting Hat provides the students with stability and a safe boundary. After being sorted based on their temperament, the inexperienced and immature adolescents can explore different options under the guidance of the Hat before making a definite commitment. By presenting them with an appropriate environment (such as a mentor, friend, or family member), the Hat further shapes their identity and integrates the identity elements ascribed in the beginning. By providing experiences and interactions based on their unique temperament and environment, the Sorting Hat plays a crucial role in establishing the students' identities. The Sorting Hat can be an ideal model for finding one's identity during adolescence.

카드소팅을 활용한 디지털 신기술 과정 핵심역량 군집화에 관한 연구 (A Study on Clustering of Core Competencies to Deploy in and Develop Courseworks for New Digital Technology)

  • 이지운;이호;권정흠
    • 실천공학교육논문지
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    • 제14권3호
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    • pp.565-572
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    • 2022
  • 카드소팅(Card sorting)은 항목 간의 관계에 대한 사용자의 인식을 이해하는 데 유용한 데이터 수집 방법으로서, 일반적으로 카드소팅은 사용자 조사 및 평가에 매우 유용한 직관적이고 비용 효율적인 기술이다. 본 연구에서는 각 분야 직업별 핵심역량들은 코스 개발을 위하여 다음 단계인 카드소팅 단계에서 활용되는 역량카드로 사용하고, 결과를 군집화 하기 위해 K-평균 알고리즘을 적용하여 군집화 결과를 도출하였다. 카드소팅 결과 각 분야 직업별 핵심역량들에 대한 역량 군집화는 Participant-Centric Analysis (PCA)를 바탕으로 검증하였고, 이를 바탕으로 역량에 따른 직업별 코스 및 역량 분류 결과와 클러스터링에 의한 카드 유사성 정도는 각 직업별 핵심 역량 카드수에 대해 소팅 참여자 수 대비 군집화에 적합하게 동의한 참여자의 수와 카드 유사성 정도를 도출하였다.

폐금속 광산의 유형별 오염특성에 관한 연구 (Study on the Contamination Characteristics of Pollutants at Various type of Abandoned Metal Mines)

  • 이종득;김태동;김선구;김휘중
    • 한국지하수토양환경학회지:지하수토양환경
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    • 제18권3호
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    • pp.93-108
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    • 2013
  • This study is aimed to prepare the effective detail survey methods(Phase II) of abandoned metal mines through the contamination assessment for mine types and facilities in the abandoned metal mine areas. The study sites of 12 abandoned mines are located in Gyeonggi-do and Gangwon-do and those were chosen among 310 sites that the Phase II survey was conducted from 2007 to 2009 after considering the results of Phase I for abandoned mines scattered all over the country. 12 study sites were classified into four types; Type I sites only have pit mouth. Type II sites have pit mouth and mine-waste field. Type III sites have pit mouth and tailing sorting field. Type IV sites have pit mouth, tailing sorting field and concentrator(s). In forest land, paddy soil and farm land of Type I, As and Cd were showed average concentration, and Cu and Pb were high on the pit mouth area in one mines where the pit mouth was developed within 500 m. In the mines of Type II, Cu and Pb were showed average concentration too, but As and Cd were slightly high in pit mouth and mine-waste field. The mines of Type III which had grinding particle process through physical separation milling or hitting showed similar tendency with Type II. However, mines of Type IV pit mouth, mine-waste field and showed various results depending on defining the contamination sources. For example, if contamination source was pit mouth, the mixed results of Type I, II, II were showed. In tailing sorting field which was regarded as the most important source and having high mobility, however, if there were no facilities or it was difficult to access directly, field sampling was missed occasionally during phase I and phase II survey. For that reason, the assessment for tailing sorting field is missed and it leads to completely different results. In the areas of Type I mines, the concentration of heavy metals exceeded precautionary standards of soil contamination or not within 1,000 meters of pit mouth. Nickel(Ni) was the largest factor of the heavy metal contamination in this type. The heavy metals except Arsenic(As) were shown high levels of concentration in Type II areas, where pit mouth and mine-waste field were operated for making powder in upriver region; therefore, to the areas in the vicinity of midstream and downstream, the high content of heavy metals were shown. The tendency of high level of heavy metals and toxic materials contained in flotation agent used during sorting process were found in soil around sorting and tailing field. In the abandoned-pit-mouth area, drygrinding area and tailing sorting field area, the content of Cupper(Cu) and Zinc(Zn) were higher than other areas. Also, the contaminated area were larger than mine reclamation area(2,000 m) and the location of tailing sorting field was one of the important factors to estimate contaminated area.

고등어 자동 선별기 개발을 위한 고등어 선별 성능 분석 (Analysis of Mackerel Sorting Performance for Development of Automatic Mackerel Grader)

  • 전철웅;손정현;최명구
    • 한국기계가공학회지
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    • 제15권3호
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    • pp.115-121
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    • 2016
  • A mackerel grader is a machine for sorting mackerel according to size. In this study, the dynamic deflection and optimal sorting simulation of a mackerel grader was carried out by using multi-body dynamics. To analyze the dynamic deflection of the roller, RecurDyn, a multi-body dynamics analysis program, was used. The dynamic deflection of the roller pipe was analyzed according to the inclination of the roller pipe. When the inclination of the roller pipe was 30 degrees, the roller indicated the maximum deflection of about 6.3 mm at the center of the mass. To simulate the mackerel sorting, the mackerel grader machine was modeled, and the contact simulation between the mackerel model and the rotating roller pipe was carried out. When the inclination of the roller frame was 7 degrees, the mackerel grader indicated optimal sorting performance.

Development of a Continuous High-Speed Single-Kernel Brown Rice Sorting Machine Based on Rice Protein Content

  • Natsuga, Motoyasu;Nakamura, Akitoshi;Kawano, Sumio
    • 한국근적외분광분석학회:학술대회논문집
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    • 한국근적외분광분석학회 2001년도 NIR-2001
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    • pp.1616-1616
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    • 2001
  • To select kernels for breeding that have required constituent content from either naturally distributed samples or artificially mutated ones, it is necessary to process batch samples in a short time. The constituent content of single-kernel grains such as wheat and rice has been determined using conventional bench type NIR instruments; however, it takes a lot of time and effort. Shizuoka Seiki (Fukuroi-city, Japan) and NFRI (National Food Research Institute) of MAFF (Ministry of Agriculture, forestry and Fisheries of Japan) have jointly developed a continuous high-speed single-kernel brown rice sorting machine based on rice protein content. It consists of several sections such as a feeding mechanism, measuring unit, sorting mechanism and controlling PC. The feeding mechanism picks up single-kernel brown rice from the hopper (maximum of 5kg storage capacity) and sends it to the measuring unit. A spectrum of the brown rice is obtained in the measuring unit, which consists of a near-infrared array sensor. The brown rice is then sorted in the sorting mechanism based on its protein content estimated by the controlling PC. In the present study, measuring speed was approximately 500ms for the full spectrum range and overall sorting speed was approximately 2.8s for one kernel. Accuracy of estimation was approximately SEP=0.5% of dry matter protein content for nonglutinous rice.

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순로정보 데이터베이스 프로토타입 개발 (Development of DSI(Delivery Sequence Information) Database Prototype)

  • 김용식;이홍철;강정윤;남윤석
    • 산업공학
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    • 제14권3호
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    • pp.247-254
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    • 2001
  • As current postal automation is limited to dispatch and arrival sorting, delivery sequence sorting is performed manually by each postman. It not only acts as a bottleneck process in the overall mailing process but is expensive operation. To cope with this problem effectively, delivery sequence sorting automation is required. The important components of delivery sequence sorting automation system are sequence sorter and Hangul OCR which function is to extract the address of delivery point. DSI database will be interfaced to both Hangul OCR and sequence sorter for finding the accurate delivery sequence number and stacker number. The objectives of this research are to develop DSI(Delivery Sequence Information) database prototype and client application for managing information effectively. For database requirements collection and analysis, we draw all possible sorting plans, and apply the AHP(Analytic Hierarchy Process) method to determine the optimal one. And then, we design DSI database schema based on the optimal one and implement it using Oracle RDBMS. In addition, as address information in DIS database consist of hierarchical structure which has its correspondence sequence number, so it is important to reorganize sequence information accurately when address information is inserted, deleted or updated. To increase delivery accuracy, we reflect this point in writing application.

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프랙탈 차원을 이용한 해저 퇴적환경 분석 적용성 검토 (A Review of the Applicability of The Fractal Dimension of Grain Size Distribution for a Analysis of Submarine Sedimentary Environments)

  • 노수각;손영환;봉태호;박재성
    • 한국농공학회논문집
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    • 제53권6호
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    • pp.43-50
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    • 2011
  • The fractal method has recently been applied to a model for determining soil grain size distribution. The objective of this study is to review the applicability of the fractal method for a analysis of submarine sedimentary environments by comparing fractal constants with grain size statistical analysis for the soil samples of Pohang (PH) and Namhae (NH). The y-interception of log (grain size)-log (passing) equation was also used because grain size distribution couldn't be expressed with fractal dimension only. The result of comparison between fractal constants (dimension, y-interception) and grain size statistical indices, the fractal dimension was directly proportional to the mean and the sorting. And the y-interception showed high correlation with the mean. The fractal dimension and y-interception didn't show significant correlation with the skewness and the kurtosis. Thus regression equations between fractal constants and two statistical indices (mean, sorting) were derived. All classifications of the mean and the sorting could be determined using the regression equation based on the fractal dimension and y-interception. Therefore, fractal constants could be used as an alternative index representing the sedimentary environments instead of the mean and sorting.

A Simple Capacitor Voltage Balancing Method with a Fundamental Sorting Frequency for Modular Multilevel Converters

  • Peng, Hao;Wang, Ying;Wang, Kun;Deng, Yan;He, Xiangning;Zhao, Rongxiang
    • Journal of Power Electronics
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    • 제14권6호
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    • pp.1109-1118
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    • 2014
  • A Fundamental Frequency Sorting Algorithm (FFSA) is proposed in this paper to balance the voltages of floating dc capacitors for Modular Multilevel Converters (MMCs). The main idea is to change the sequences of the CPS-PWM carriers according to the capacitor voltage increments during the previous fundamental period. Excessive frequent sorting is avoided and many calculating resources are saved for the controller. As a result, more sub-modules can be dealt with. Furthermore, it does not need to measure the arm currents. Therefore, the communication between the controllers can be simplified and the number of current sensors can be reduced. Moreover, the proposed balancing method guarantees that all of the switching frequencies of the sub-modules are equal to each other. This is quite beneficial for the thermal design of the sub-modules and the lifetime of the power switches. Simulation and experimental results acquired from a 9-level prototype verify the viability of the proposed balancing method.