• 제목/요약/키워드: Fulfillment

검색결과 441건 처리시간 0.023초

온라인 주문 풀필먼트를 위한 물류센터 피킹 설비 최적화에 대한 연구 (A Study on Optimization of Picking Facilities for e-Commerce Order Fulfillment)

  • 김태현;송상화
    • 한국전자거래학회지
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    • 제26권1호
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    • pp.67-78
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    • 2021
  • 국내 전자상거래는 거래액을 기준으로 최근 5년간 연평균 20% 이상의 성장률을 지속적으로 기록하고 있다. 전자상거래의 급증으로 인해 소비자를 직접 만나기 어려운 유통기업들은 고객과의 유일한 접점이 되는 라스트마일 서비스 경쟁이 치열한데, 특히 최근 가장 경쟁이 뜨거운 배송영역은 서비스 차별화를 위해 풀필먼트 센터의 역할이 매우 중요하다. 소비자가 주문한 제품을 서비스 수준에 맞춰 신속하게 준비 할 수 있는 역량을 반드시 갖추고 있어야 한다. 본 연구는 전자상거래 시장에서 기업이 경쟁력을 갖추기 위한 방안으로써 풀필먼트 센터에서의 신속한 주문처리를 위해 오더피킹 시스템을 대상으로 연구를 진행하였다. 오더피킹 설비에서의 재고 보충 최적화를 위한 수리 모형 알고리즘을 구현하고, 실제 운영 프로세스와 데이터를 활용한 시뮬레이션을 통해 과학적이고 객관적인 방법으로 효과를 검증하였다.

다중 에이전트 강화학습을 이용한 다중 AGV의 충돌 회피 경로 제어 (Collision Avoidance Path Control of Multi-AGV Using Multi-Agent Reinforcement Learning)

  • 최호빈;김주봉;한연희;오세원;김귀훈
    • 정보처리학회논문지:컴퓨터 및 통신 시스템
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    • 제11권9호
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    • pp.281-288
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    • 2022
  • 산업 응용 분야에서 AGV는 공장이나 창고와 같은 대규모 산업 시설의 무거운 자재를 운송하기 위해 자주 사용된다. 특히, 주문처리 센터에서는 자동화가 가능하여 유용성이 극대화된다. 이러한 주문처리 센터와 같은 창고에서 생산성을 높이기 위해서는 AGV들의 정교한 운반 경로 제어가 요구된다. 본 논문에서는 대중적인 협력 MARL 알고리즘인 QMIX에 적용될 수 있는 구조를 제안한다. 성능은 두 종류의 주문처리 센터 레이아웃에서 세 가지의 메트릭으로 측정하였으며, 결과는 기존 QMIX의 성능과 비교하여 제시된다. 추가적으로, AGV들의 행동 패턴에 대한 가시적인 분석을 위해 훈련된 AGV들의 운반 경로를 시각화한 히트맵을 제공한다.

초등학생의 자아개념이 건강증진행위에 미치는 영향 (A Study on their Health Promotion Behavior Influenced by Primary School Students' Self-concept)

  • 이덕원;박영수
    • 한국학교ㆍ지역보건교육학회지
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    • 제1권2호
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    • pp.29-48
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    • 2000
  • This study was designed to diagnose the correlations between health promotion behavior and primary school students' demographic characteristics and their self-concept, and also this study was aimed at representing the basic data of proper instruction method and school health program with the respective to primary school students' health promotion behavior through the above things. For this, author selected as 5th, 6th graders, 400 persons at 5 elementary schools located on Kyonggi province. This data utilized ANOVA, multiple regression analysis and correlation analysis by SPSS program. The findings of this study were as follows; First, there showed meaningful differences concerning their health promotion behavior according to students' demographic traits. There were a birth date, living standard, domestic environments etc. as a factors which influenced on their health promotion behavior. With this, from ex-past-facto verification for these variable factors, as their birth date was faster, living standard was higher, domestic environments was better, as their health promotion behavior was more promotive. Second, students' health promotion behavior marked 3.61 among total 5 paint with the respective to its fulfillment degree, their self-concept marked 3.45 among total 5 paint. Their mental health promotion behavior marked 3.71 with the respective to inferior category of health promotion behavior, which was the highest score. In the other hands, their physical health promotion behavior marked 3.71, social health promotion behavior marked 3.45. contrary the disease prevention, first-aid & safety, oral health, health & nutrition(P>.05). Third, there show meaningful difference, in the level of p-value <.001 with the respective to the correlations between primary school students' health promotion behavior and their self-concept, more their self-concept was positive, more their more their whole health promotion behavior(r=.479), the fulfillment degree of physical health promotion behavior(r=.384), mental health promotion behavior(r=.543), social health promotion behavior(r=.372) were high. Fourth, with the respective to the results of difference verification concerning their fulfillment degree of health promotion behavior according to the upper, middle, inferior group of self-concept, there showed statistically meaningful difference, in the level of p-value<.001. In the long run, more their self-concept was positive, more their whole health promotion behavior was high. With this, from the results of $Scheff\acute{e}$ verification, there showed meaning differences among the upper and middle group, upper and inferior group, middle and inferior group. Fifth, self-concept played the role as the most important prognostic factor with the respective to primary school students' health promotion behavior(23.0%), in the other hands, there showed positive weight of 24.0% concerning the fulfillment of whole health promotion behavior by domestic environments(1.0%). From the above results, primary school students' the fulfillment degree of health promotion behavior didn't reach to middle or inferior level. In the other hands, there showed positive effects in the correlations between self-concept and the fulfillment degree of health promotion behavior, and also high self-concept group was much positive considering inferior group in the fulfillment degree of health promotion behavior. Accordingly, more their self-concept was positive, more their fulfillment degree of health promotion behavior was effective. Eventually, in the future, there have to make an efforts to develope positive, substantial programs through their self-concept enhancement etc. in the adequate planning or operation for primary school students' health education and school health program.

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국제상사계약에 관한 UNIDROIT원칙에 있어서 이행곤란(Hardship)의 법리 (The Rules of law for the Hardship in the UNIDROIT Principles of International Commercial Contracts)

  • 홍성규;김용일
    • 무역상무연구
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    • 제57권
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    • pp.3-34
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    • 2013
  • In the international sales contract, long-term contracts often face hardship in fulfilling the original contract terms by relevant parties due to rapid change and uncertainty of political and economic circumstance. In this case, party who faces hardship of fulfillment terminates contract or demands adaptation to contract condition but if opponent doesn't accept this, it proceeds to commercial dispute needing legal interpretation. Generally it is wise to set forth governing law in contract between parties in the case of international contract, for legal stability. One of universal governing law which relevant parties select by agreement to solve economical hardship of fulfillment is PICC. PICC defines the hardship in detail for renegotiation on following hardship of fulfillment unexpected. In the case of failing renegotiation, Court(arbitral tribunal) conducts termination to contract or adaptation to contract condition through arbitration or mediation. In conclusion, when signing international long-term contract, it is desirous to handle dispute effectively by inserting provisions which can deal with economical hardship in contract or defining PICC as governing law in the case of hardship incurred. It is because it is realistic to handle dispute smoothly to the extent that both parties can be satisfied in the case of hardship incurred, though international contract should be fulfilled.

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실시간 주문 확답을 위한 데이터 마이닝 기반 운용 계획 모델 (Applications of Data Mining Techniques to Operations Planning for Real Time Order Confirmation)

  • 한현수;오동하
    • 경영과학
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    • 제21권3호
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    • pp.101-113
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    • 2004
  • In the rapidly propagating Internet based electronic transaction environment. the importance of real time order confirmation has been more emphasized, In this paper, using data mining techniques, we develop intelligent operations decision model to allow real time order confirmation at the time the customer places an order with required delivery terms. Among various operation plannings used for order fulfillment. mill routing is the first interface decision point to link the order receiving at the marketing with the production planning for order fulfillment. Though linear programming based mathematical optimization techniques are mostly used for mill routing problems, some early orders should wait until sufficient orders are gathered for optimization. And that could effect longer order fulfillment lead-time, and prevent instant order confirmation of delivery terms. To cope with this problem, we provide the intelligent decision model to allow instant order based mill routing decisions. Data mining techniques of decision trees and neural networks. which are more popular in marketing and financial applications, are used to develop the model. Through diverse computational trials with the industrial data from the steel company. we have reported that the performance of the proposed approach is effective compared to the present heuristic only mill routing results. Various issues of data mining techniques application to the mill routing problems having linear programming characteristics are also discussed.

Psychological contract-based Consumer Repurchase behavior On Social commerce platform: An Empirical study

  • Shahbaz, Hussain;Li, Ying;Li, Wenli
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제14권5호
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    • pp.2061-2083
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    • 2020
  • Social commerce, integration of social media and e-commerce, provides potential opportunities for consumers to talk about their ideas and exchange product-related information on online shopping platforms. Given the substantial prospects related to business opportunities and consumers' perceptions, this study explores the factors driving fulfillment of the psychological contract in social commerce platforms. This research proposes, examines, and proves a theoretical model for the post-purchase behavior of the consumers, through an empirical investigation of online questionnaire-based data, gathered from 367 consumers in a cross-sectional setting. Results show that the fulfillment of psychological contract, consumer loyalty, and affective commitment fully mediate the impact of consumer trust on platform and repurchase intention. The level of commitment toward the consumer by the platform is strongly related to the degree of consumer trust, which is reciprocated through re-purchase intentions. This study offers essential theoretical implications with regards to the social exchange theory, attribution theory, and an moderating effect of the platform empathy on consumers' trust-psychological contract fulfillment relationship. Likewise, this research has significant implications for practitioners and managers.

창업보육센터의 입주기업 지원전략 효과 분석 (Effectiveness of Business Incubators' Tenants Support Strategies)

  • 임성준;김장권
    • 한국콘텐츠학회논문지
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    • 제11권11호
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    • pp.390-400
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    • 2011
  • 본 연구는 국내 창업보육센터 입주기업들을 대상으로 광범위한 설문조사를 통해 성장단계별로 창업보육센터 입주기업이 제공받는 지원서비스에 대한 중요도, 만족도 및 기대충족정도를 측정하고 분석함으로써, 창업보육센터의 효과적인 지원 및 자원배분전략 수립에 도움을 주고자 수행되었다. 분석결과, 입주기업들이 인지하는 중요도와 만족도에서 높은 순위를 차지하는 지원서비스의 종류와 중요도에서 만족도를 차감한 기대-충족정도에서 높은 순위를 차지하는 지원서비스의 종류 간에는 차이가 있었다. 본 연구의 결과는 향후 창업보육센터가 입주기업의 성장단계별로 보다 정교하고 효과적인 지원전략을 수립하는데 도움을 줄 수 있을 것이다.

모바일 게임에 대한 몰입과 만족도에 미치는 영향요인 연구 (A Study on the Factors Affecting Game Flow and Satisfaction in Mobile Game)

  • 이진형;김철수
    • 한국정보시스템학회지:정보시스템연구
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    • 제28권1호
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    • pp.183-206
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    • 2019
  • Purpose Research purpose is extraction of the factors affecting game flow and satisfaction in mobile game. Design/methodology/approach In mobile game, the factors affecting game flow were classified into three parts: mobile game platform characteristics, user cognition characteristics, and user individual characteristics through previous studies for existing online game and mobile game. In the research we extracted the factors as follows: the connectivity, usability, network speed, pleasure, service quality, relatedness, proficiency, self-fulfillment, early adopter tendency, and competitive spirit. Using the factors, we established research model and tested hypotheses empirically. This survey was conducted five months targeting from teenagers to fifties with mobile game experience. The questionnaire items were reconstructed according to the questionnaires of the present study or those newly developed by the game experts and total 56 items in the literature of Internet game, smartphone game, and mobile game based on the existing literature study respectively. Findings According to the analysis result, this study showed that ease of use, enjoyment, self - fulfillment and competitive spirit had a significant influence on user flow and also that service quality, proficiency and competitive spirit had a significant influence on user satisfaction in mobile games.

Exploratory Study of Distribution and Logistics Industry: Do Global Competitive Capabilities Affect Business Performance?

  • KIM, Boine;KIM, Byoung-Goo
    • 유통과학연구
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    • 제20권2호
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    • pp.101-108
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    • 2022
  • Purpose: In this logistics disturbance period, this study conducts research of distribution and logistics firms in Korea. The purpose of this exploratory research is to analyze global competitive capability influence on business performance. And give managerial implications and contribute to academics. Research design, data, and methodology: This research empirically analyzes the relationship between global competitive capability and business performance. As for business performance this research considered non-financial performance and measured with business performance fulfillment. As for antecedent variables, this research measured three global competitive capability constructs; preparation, utilization, intensive capability. And each construct includes two capability concepts. This study used 2,316 executing direct export distribution and logistics industry firmsfrom KOTRA's GCL data. This research used frequency analysis, reliability analysis, correlation analysis, and step-wise regression analysis by SPSS26. Results: The result shows that all the variables except export infra showed statistically significant. As results show, mid/long strategy & global mind of preparation capability, both communication and marketing of utilization capability and market strategy and product/goods/service of intensive capability give a positive influence on business performance fulfillment. Conclusions: Based on the results, this research provide implication for practical management, contribution to academic, and suggestion for feature research.

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.