• 제목/요약/키워드: Order-picking

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시뮬레이션 기반 풀필먼트센터 최적 AGV 및 AMR 운영 계획 수립 (Optimal Operational Plan of AGV and AMR in Fulfillment Centers using Simulation)

  • 최준혁;신광섭
    • 한국빅데이터학회지
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    • 제6권2호
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    • pp.17-28
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    • 2021
  • 최근 4차산업 혁명 기술의 성장과 코로나바이러스 확산으로 인해 모바일 중심의 온라인 쇼핑 시장이 급격하게 성장하게 되었으며, 다양한 차별화 전략을 앞세운 많은 기업들이 치열하게 경쟁하고 있다. 보다 높은 수준의 배송서비스를 요구하는 고객들을 만족시키기 위해 풀필먼트센터라는 개념이 등장하였고, 이를 통해 기존 주문 이후 집하에서 배송까지 수행되던 프로세스의 전체 처리 시간과 효율성을 개선할 수 있게 되었다. 그러나, 여전히 풀필먼트센터 내에서의 작업 효율성이 전체 배송 서비스의 수준을 결정하는 제약요인으로 작용하고 있다. 이를 해결하기 위해 빅데이터, 사물인터넷 및 인공지능을 활용한 수요 예측과 공급의 조정 등과 같은 다양한 방법이 제시되고 있으나, 그 한계가 분명히 존재한다. 풀필먼트센터 내 가장 많은 작업시간과 비효율성을 초래하는 과정이 주문된 상품의 집하 작업 이후 배송을 위한 포장까지이므로, 이 과정을 자동화하기 위한 노력이 필요하다. 본 연구에서는 상품이 보관되어 있는 위치에서 포장을 위한 장소로의 집하와 상품 이동을 자동화하기 위한 AGV와 AMR의 효율적 운영을 위한 계획을 수립하기 위한 방안을 제시한다. 풀필먼트센터 내 보관된 상품의 수, 상품별 수요에 따라 투입되는 자동화 장비의 운영 효율성이 달라질 수 있기 때문에 다양한 시나리오를 기반으로 시뮬레이션을 수행하였다. 본 연구를 통해 얻은 결과를 바탕으로 풀필먼트센터 내 자동화 장비 도입 시 검토해야 할 다양한 요인을 확인할 수 있으며, 급변하는 시장 수요에 유연하게 대응하기 위해 효율성을 기준으로 최적 의사결정을 위한 참고자료로 활용할 수 있을 것이다.

주문생산을 위한 APS 와 효율적 구매의 통합모델 (Integrated Supply Chain Model of Advanced Planning and Scheduling (APS) and Efficient Purchasing for Make-To-Order Production)

  • 정찬석;이영해
    • 한국경영과학회:학술대회논문집
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    • 대한산업공학회/한국경영과학회 2002년도 춘계공동학술대회
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    • pp.449-455
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    • 2002
  • This paper considers that advanced planning and scheduling (APS) in manufacturing and the efficient purchasing where each customer order has its due date and multi-suppliers exit We present a Make-To­Order Supply Chan (MTOSC) model of efficient purchasing process from multi-suppliers and APS with outsourcing in a supply chain, which requires the absolute due date and minimized total cost. Our research has included two states. One is for efficient purchasing from suppliers: (a) selection of suppliers for required parts; (b) optimum part lead­time of selected suppliers. Supplier selection process has received considerable attention in the business­management literature. Determining suitable suppliers in the supply chain has become a key strategic consideration. However, the nature of these decisions usually is complex and unstructured. These influence factors can be divided into quantitative and qualitative factors. In the first level, linguistic values are used to assess the ratings for the qualitative factors such as profitability, relationship closeness and quality. In the second level a MTOSC model determines the solutions (supplier selection and order quantity) by considering quantitative factors such as part unit price, supplier's lead-time, and storage cost, etc. The other is for APS: (a) selection of the best machine for each operation; (b) deciding sequence of operations; (c) picking out the operations to be outsourcing; and (d) minimizing makespan under the due date of each customer's order. To solve the model, a genetic algorithm (GA)-based heuristic approach is developed. From the numerical experiments, GA­based approach could efficiently solve the proposed model, and show the best process plan and schedule for all customers' orders.

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수평적 속도변화대에서 자동속도분석 알고리즘을 이용한 속도분석 실험연구 (An Experimental Study on Velocity Analysis by Automatic Velocity Analysis Algorithms in Layers Having Lateral Velocity Anomaly)

  • 윤광진;양승진
    • 자원환경지질
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    • 제30권5호
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    • pp.469-476
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    • 1997
  • In the conventional velocity analysis, the peaks of a semblance panel are picked and the stacking velocities of the peaks are assumed as RMS velocities from which interval velocities are determined. This velocity analysis technique is correct only for horizontal homogeneous layes and incurs error in a layer whose velocity varies laterally. Tediousness of peak picking and error in velocity analysis can be reduced by automatic velocity analysis techniques. An automatic velocity analysis algorithm has been presented in order to improve these problems by considering the stacking velocity from the view point of interval velocity model and by relating the stacking velocity and the interval velocity with the traveltimes. In this paper, we apply the automatic velocity analysis method to simple models having lateral velocity anomaly to verify the effectivenesses and limits of this method. From the results of numerical experiments, we can determine the interval velocites without pickings of the stacking velocities in the one-dimensional velocity analysis and the general patterns of the laterally varying interval velocities appear in the two-dimensional case. However, the interval velocity and the depth of velocity anomaly determined by two-dimensional automatic velocity analysis are somewaht discrepant in those of the theoretical model.

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계지탕(桂枝湯)의 기미(氣味) 표준화 연구(I) (In order to standarization of Kye-Ji Tang of ${\ulcorner}$Treatise on Febrile Diseases${\lrcorner}$)

  • 김인낙
    • 제3의학
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    • 제2권2호
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    • pp.297-314
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    • 1997
  • This study was conducted to standardize the 'Ki-Mi' of Kye-Ji Tang in the basis of ${\ulcorner}$Treatise on Febrile Diseases${\lrcorner}$ and the results were as follows 1. The medicinal plants used are processed with hot water right after picking. 2. One seung(升) of water equals to 10cc. 3. One yang(兩) equals to 6 grams. 4. Medicinal plants are shattered to the size of beans by the process called Boo-Jeor. 5. Kye-Ji Tang, which is composed with 5 medicinal plant(Cortex Cinnamomi : 18g; Radix Paeoniae : 18g; Radix Glycyrrhizae : 12g; Rhizoma Zingiberis : 18g; Fructus Ziziphi Jujubae : 18g), is prepared by adding 490cc water to above 5 medicinal plants and boiled to 210cc. After boiling, the residue is discarded and the extract is taken orally 3 times a day as one dosage of 70cc. It is recommended that 20 minitues after taking of Kye-Ji Tang, the additional uptake of rice porridge might enhance the pharmacological effect of Kye-Ji Tang.

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물류 작업 자동화를 위한 로봇 제어 정보 관리 시스템 (Robot Control Data Management System for Automatic Parcel Sorting)

  • 신문선;김명식
    • 한국산학기술학회논문지
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    • 제14권6호
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    • pp.3023-3031
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    • 2013
  • 본 논문에서는 물류회사에서 수작업으로 이루어지던 물류 배달 구분 작업을 자동화하기 위한 로봇 제어 정보 관리 시스템을 제안한다. 제안한 로봇제어 정보 관리시스템은 3D 영상인식장치로부터 소포의 가로, 세로, 높이, 집는 윗면의 형태 등 소포 형상정보와 무게, 놓여 진 위치, 부대 정보를 기록한 바코드 등의 소포 상황 정보를 넘겨받아서 로봇 매니퓰레이터의 픽업 제어정보와 드롭 제어정보를 생성하여 로봇제어정보를 보내준다. 로봇 매니퓰레이터는 물류 정보에 따른 픽업제어 정보와 드롭 제어정보를 넘겨받아 소포 픽업과 배달 위치에 따른 파레트에 해당물류를 드롭 할 수 있게 된다. 제안된 물류배달을 위한 로봇 제어 정보 관리 시스템은 수작업으로 처리되었던 물류배달 순서 구분 작업을 자동화함으로써 물류 배달에 있어 시간과 비용을 절감시키고 산업재해를 예방하는데 크게 기여하게 될 것이다.

Does Loss-Leader Pricing Work in Online Shopping Malls?

  • Yeum Dai-Sung;Chae Myungsin;Kim Ji-Young
    • Management Science and Financial Engineering
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    • 제11권3호
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    • pp.95-107
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    • 2005
  • As online shopping malls have emerged as a substantial shopping channel, they have used various sales promotion strategies to acquire new customers. Most of these strategies have been applied by offline malls for years. One, loss-leader pricing, is a type of promotional pricing in which stores sell well known products below their marginal cost, in order to attract customers and induce them to purchase more goods through impulse buying. This strategy is based on the expectation that customers will factor transaction costs into their purchasing decisions. However, its application to online malls fails to recognize that transaction costs are lower online, and that customers will behave differently as a result. Our study predicts that loss-leader pricing will not work online because online malls entail lower searching and moving costs than offline malls The study examines the effectiveness of loss-leader pricing with empirical data from a survey as well as log data from a Korean online shopping mall. The results show that while loss-leader pricing does attract customers to online shopping malls, it encourages cherry-picking rather than impulse purchases of regular-price goods.

전주지역 중학생의 학교급식에 대한 만족도, 메뉴기호도 및 개선사항 조사 (The Study of Satisfaction, Meal Preference and Improvement on School Lunch Program of Middle School Boys and Girls in Jeonju)

  • 오유미;김미현;승정자
    • 대한영양사협회학술지
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    • 제12권4호
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    • pp.358-368
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    • 2006
  • This study was conducted with 262 middle school student(118 boys, 144 girls) to examine their satisfaction, meal preference and improvement of school lunch program(SLP) in Jeonju area. Major plate waste ranked high in soup, fishes, vegetables, Kimch and rice. The overall reason for plate waste were listed as being tasteless and disliking food except for rice. In the case of rice, it because of too big portion size. On the satisfaction with SLP, the lowest satisfaction category was waiting time for meal. The changes after taking part in SLP of students ranked in having a regular meal time(31.4%), lessening to eat snack except for regular meals(18%) and correcting habit about picking favorite food(15.2%), in order. The improvement on SLP of students were listed as more appetite food, various side-dishes, squaring of the western and eastern food and so on. To improve the satisfaction SLP and provide a high quality service, it should be needed to make proper dining space, increase the frequency of survey on complaints and taste of students and reflect the menu plan.

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Comparison between Field Test and Numerical Analysis for a Jacket Platform in Bohai Bay, China

  • Yang He-Zhen;Park Han-Il;Choi Kyung-Sik;Li Hua-Jun
    • 한국해양공학회지
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    • 제20권2호
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    • pp.1-7
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    • 2006
  • This paper, presents a comparison between numerical analysis and field test on a real offshore platform in Bohai Bay, China. This platform is a steel jacket offshore platform with vertical piles. The field testing under wave-induced force and wind force etc. was conducted, in order to obtain the dynamic parameters of the structure, including the frequencies of the jacket platform, as well as the corresponding damping ratios and mode shapes. The natural excitation technology (NexT) combined with eigensystem realization algorithm (ERA) and the peak picking (PP) method in frequency domain are carried out for modal parameter indentification under operational conditions. The three-dimeansional finite element model (FEM) is constructed by ANSYS and analytical modal analysis is performed to generate modal parameters. The analytical results were compared with experimental results. A good agreement was achieved between the finite element and analysis and field test results. It is further demonstrated that the numerical and experimental modal analysis provide a comprehensive study on the dynamic properties of the jacket platform. According to the analysis results, the modal parameters identification under ambient excitation can calibrate finite element model of the jacket platform structures, or can be used for the structural health monitoring system.

Chandra Archival Survey of Galaxy Clusters: Surface Photometry of Diffuse X-ray Emission

  • 김은혁;김민선
    • 천문학회보
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    • 제37권2호
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    • pp.77.2-77.2
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    • 2012
  • We have studied the physical properties of X-ray point sources in galaxy clusters for years based on the archival observations using the most sophisticated space X-ray observatory, Chandra X-ray Observatory. Because the ultimate goal of the study is comparing the physical properties of X-ray point sources found in galaxy clusters to those in X-ray blank fields; blank fields are the regions in the sky where any noticeable cosmic diffuse X-ray emission is not observed, an important key issue regarding this study is picking out the point sources related with galaxy clusters. However we do not have red-shift information of all the X-ray point sources. Therefore as a first order approximation we will consider the point sources with smaller projected cluster-centric distance than the adopted size of galaxy clusters. As a first step of this study we perform X-ray surface photometry of ~600 galaxy clusters based on ~800 Chandra ACIS observations. We carefully investigate the radial structures of diffuse X-ray emission in 3 different energy bands. Based on the highly accurate surface photometry we determine the characteristic size of diffuse X-ray emission (i.e., the boundary of X-ray emission). We also investigate the cosmological evolution of this characteristic size of galaxy clusters. General discussion regarding the two dimensional morphology of galaxy clusters will be presented.

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다수의 도어를 갖는 크로스도킹 터미널에서 입고와 출고를 병행하는 트럭일정계획을 위한 유전알고리즘 (A Genetic Algorithm for Scheduling of Trucks with Inbound and Outbound Process in Multi-Door Cross Docking Terminals)

  • 주철민;김병수
    • 대한산업공학회지
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    • 제37권3호
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    • pp.248-257
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    • 2011
  • Cross docking is a logistics management concept in which items delivered to a terminal by inbound trucks are immediately sorted out, routed and loaded into outbound trucks for delivery to customers. Two main advantages by introducing a cross docking terminal are to consolidate multiple smaller shipment into full truck load and remove storage and order picking processes to save up logistics costs related to warehousing and transportation costs. This research considers the scheduling problem of trucks in the cross docking terminals with multi-door in an inbound and outbound dock, respectively. The trucks sequentially deal with the storage process at the one of inbound doors and the shipping process at the one of the outbound doors. A mathematical model for an optimal solution is derived, and genetic algorithms with two different chromosome representations are proposed. To verify performance of the GA algorithms, we compare the solutions of GAs with the optimal solutions and the best solution using randomly generated several examples.