• 제목/요약/키워드: Minimum Quantity

검색결과 251건 처리시간 0.026초

공사현장 자재관리 자동화를 위한 영상기반 인공지능 모델개발 (Development of Image-Based Artificial Intelligence Model to Automate Material Management at Construction Site)

  • 신윤수;김준희
    • 한국건축시공학회:학술대회논문집
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    • 한국건축시공학회 2021년도 가을 학술논문 발표대회
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    • pp.221-222
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    • 2021
  • Conventionally, in material management at a construction site, the type, size, and quantity of materials are identified by the eyes of the worker. Labor-intensive material management by manpower is slow, requires a lot of manpower, is prone to errors, and has limitations in that computerization of information on the identified types and quantities is additionally required. Therefore, a method that can quickly and accurately determine the type, size, and quantity of materials with a minimum number of workers is required to reduce labor costs at the construction site and improve work efficiency. In this study, we developed an automated convolution neural network(CNN) and computer vision technology-based rebar size and quantity estimation system that can quickly and accurately determine the type, size, and quantity of materials through images.

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나노유체를 이용한 메소스케일 밀링 가공 특성에 관한 실험적 연구 (Experimental Study on Meso-Scale Milling Process Using Nanofluid Minimum Quantity Lubrication)

  • 이필호;남택수;;이상원
    • 대한기계학회논문집A
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    • 제34권10호
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    • pp.1493-1498
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    • 2010
  • 본 논문에서는 압축냉각공기, MQL 및 $MoS_2$ 나노유체 MQL 을 적용한 메소스케일 밀링의 가공 특성에 관한 실험적 연구를 수행하였다. 마이크로/메소 밀링 가공 실험 수행을 위하여 BLDC 스핀들과 DC 모터슬라이드를 장착한 데스크톱 크기의 3 자유도 메소 스케일 기계가공 시스템을 구현하였고, 가공 시편의 표면거칠기 측정 및 분석을 통해 가공성능 평가를 수행하였다. 실험을 통해 압축냉각공기, MQL 및 $MoS_2$ 나노유체 MQL 을 사용한 경우 건식가공에 비하여 표면거칠기가 향상되는 것을 발견하였으며 특히 $MoS_2$ 나노유체 MQL 과 압축냉각공기를 동시에 적용하였을 경우의 가공 표면거칠기가 가장 우수함을 확인하였다.

보관작업장 사고방지 예방에 관한 연구: 렉 작업장을 중심으로 (A Study on Cargo Picking Safety Work: Focusing on Rack Work Place)

  • 정병현;김기홍
    • 대한안전경영과학회지
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    • 제24권3호
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    • pp.23-28
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    • 2022
  • Rack is a place to store products. Workers pick products from rack storage. After picking up, workers move to another location by forklift. Driving speed, worker condition, and number/frequency of operation is responsible for forklift accidents. When an accident occurs, products get damaged. Therefore, it is important to prevent one. As the research result, To prevent forklift accidents, the minimum order quantity, the minimum number of operations, and low speed operation are required.

랜덤형 2차원 할당문제의 최소 거리-최대 물동량 점진적 증대 매칭 알고리즘 (Algorithm for the Incremental Augmenting Matching of Min-Distance Max-Quantity in Random Type Quadratic Assignment Problem)

  • 이상운
    • 한국인터넷방송통신학회논문지
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    • 제22권3호
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    • pp.177-183
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    • 2022
  • 2차원 할당 문제는 다항시간 알고리즘이 알려지지 않은 NP-완전 문제이다. 본 논문은 위치간 거리가 일정하지 않은 랜덤형 2차원 할당 문제의 최적 해를 O(n2) 수행 복잡도로 찾을 수 있는 알고리즘을 제안하였다. 제안된 알고리즘은 위치 행렬 L에서의 최소 거리 합 위치 li와 시설 행렬 F에서의 최대 물동량 시설 fj를 M={(li,fj)}으로 매치키시고, M을 기준으로 최소 거리 합 li와 시설 행렬 F에서의 최대 물동량 시설 fj의 매칭 쌍 (li,fj)을 점진적으로 증대시키는 전략을 수행하고, 위치별 거리와 시설별 물동량 상관관계를 최적으로 반영하기 위해 시설들을 교환하는 전략을 적용하였다. 실험 데이터에 적용한 결과, 제안 알고리즘은 O(n2) 의 다항시간 알고리즘임에도 불구하고 메타휴리스틱 방법의 일종인 유전자 알고리즘의 해를 개선할 수 있었다.

MQL 선삭가공시 가공조건의 표면거칠기 영향 분석 (The Effect of Cutting Conditions on Surface Roughness in MQL Turning.)

  • 이춘만;황영국;정종윤
    • 한국공작기계학회:학술대회논문집
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    • 한국공작기계학회 2004년도 추계학술대회 논문집
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    • pp.28-33
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    • 2004
  • At present, industry and researchers are looking for ways to reduce the use of lubricants because of ecological and economical reasons. Therefore, metal cutting is to move toward dry cutting or semi-dry cutting. This paper presents an investigation into MQL(Minimum Quantity Lubrication) machining with the objective of deriving the optimum cutting conditions for the turning process of SM45C. To reach these goals several finish turning experiments were carried out, varying cutting speed, feed rate and oil quantity, with MQL. The surface roughness results of tests were measured and the effects of cutting conditions were analyzed by the method of Analysis of Variance(ANOVA). From the experimental results and ANOVA, it is found that a better surface roughness can be obtained by decreasing oil quantity and feed rate.

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Deep Hole Drilling에서 절삭유가 가공성에 미치는 영향에 관한 연구 (A Study on Influence of the Cutting Fluid to Machinability in Deep Hole Drilling)

  • 장성규;이충일;전언찬
    • 한국정밀공학회:학술대회논문집
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    • 한국정밀공학회 1997년도 춘계학술대회 논문집
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    • pp.1068-1072
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    • 1997
  • This work deals with on investigation the influence of various additives to a base stock cutting fluid in order to develop a better deep hold drilling. This investigation has been aiming at developing an oil which gives a maximum cutting efficiency at a minimum wear rate of the tool and the guiding pads. The purpose of study is to analyze how guide pad of tools, workpiece and the change of contained quantity of extreme pressure additive in cutting fluids have effects on the hold over size of cutting hole, surface roughness of workpiece,wear rates of guide pad and roundness during the deep hole machining of SM55C with solid BTA drill by using BTA drilling system through experiment. Conclusion reached is as follows. It has been proved that the contained quantity of surphur more affects machinability than that of extreme pressure additive of chlorine of cutting fluid in BTA drilling during Deep Hole Drilling. Considering its base oil, the the contained quantity of extreme pressure assitive of surphur can be different, but it's judged that the range of 1.5 ~ 2.0% is suitable to machinability for workpiece in BTA drilling. Regarding guide pad, it's judged that the reduction of wear is possible in propotion to the contained quantity of exrreme pressure additive of chlorine against supporting of cutting force and Bumishing operation of machining parts in cutting.

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TRNSYS를 이용한 지역별 고정형 태양광모듈 배치안 검토 (A Study on the Optimum Selection of Placing Photovoltaic Module In the Metropolitan City Using a TRNSYS)

  • 박성현;서장후
    • 한국태양에너지학회:학술대회논문집
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    • 한국태양에너지학회 2011년도 추계학술발표대회 논문집
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    • pp.297-302
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    • 2011
  • In this study, used Trnsys and will apply metropolitan city distinguishes, fixations and BIPV systems the photovoltaic module arrangement environment which receives solar radiation quantity plentifully from the case design process which and most the outcome value simulation did analyzed. The climate data uses each metropolitan city distinguishes 20 average weather data, With measured values of horizontal solar radiation. The error scope appeared with 0.1%~6.7%. Variable of module arrangement Azimuth and angle of inclination of module and comparison group Module on due south direction angle of inclination $45^{\circ}$ day time set with the yearly average solar radiation quantity which receives. The result When the case comparison group which arranges a solar storehouse module with optimum environment and comparing until the minimum 1.4% - maximum 10.9% the solar radiation quantity difference appears with the thing, metropolitan city distinguishes considers the case solar radiation quantity which will arrange a photovoltaic module and that must establish with optimum environment judges.

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마이크로 드릴비트의 워터젯 세척 로봇시스템의 공정 시뮬레이션 분석에 관한 연구 (A Study on Process Simulation Analysis of the Water Jet Cleaning Robot System for Micro Drill-bits)

  • 국연호;박상록;박기진;최현진
    • 한국CDE학회논문집
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    • 제20권3호
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    • pp.291-297
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    • 2015
  • A water jet cleaning robot system for micro drill bits is to refurbish micro drill bits used for the PCB manufacturing process. It can refurbish drill bits with the minimum diameter of ${\phi}0.15{\sim}0.075mm$ of which the total quantity have been discarded before. Micro drill bits with the minimum diameter of ${\phi}0.075mm$ can be cleaned by applying the water jet cleaning robot system out of the manual ultrasonic cleaning in the past for the cleaning equipment as the initial process in refurbishing. This study analyzed problems, while applying the apparatus mechanism for the workability such as the robot traces of Transfer Robot I and II, drill bit loading and unloading, and cleaning tasks in the water jet cleaning robot system in an effort to carry out simulations. In addition, the cleaning work process was optimized as the work process was verified in advance and the production quantity was analyzed through simulations.