• Title/Summary/Keyword: 공급망 네트워크 모델

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Supply Chain Network Model Considering Supply Disruption in Assembly Industry: Hybrid Genetic Algorithm Approach (조립산업에서 공급 붕괴를 고려한 공급망 네트워크모델: 혼합유전알고리즘 접근법)

  • Anudari, Chuluunsukh;Yun, YoungSu
    • Journal of Korea Society of Industrial Information Systems
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    • v.26 no.3
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    • pp.9-22
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    • 2021
  • This study proposes a supply chain network (SCN) model considering supply disruption in assembly industry. For supply disruption, supplier disruption and its route disruption are simultaneously taken into consideration in the SCN model. With the simultaneous consideration, the SCN model can achieve its flexibility and efficiency. A mathematical formulation is suggested for representing the SCN model, and a proposed hybrid genetic algorithm (pro-HGA) is used for implementing the mathematical formulation. In numerical experiment, the performance of the pro-HGA approach is compared with those of some conventional approaches using the SCN models with various scales, and a sensitivity analysis considering the change of the numbers of suppliers and backup routes is done. Experimental results show that the performances of the pro-HGA approach are superior to those of the conventional approaches, and the flexibility and efficiency of the SCN model considering supply disruption are proved. Finally, the significance of this study is summarized and a potential future research direction is mentioned in conclusion.

Sustainable Closed-loop Supply Chain Model using Hybrid Meta-heuristic Approach: Focusing on Domestic Mobile Phone Industry (혼합형 메타휴리스틱 접근법을 이용한 지속가능한 폐쇄루프 공급망 네트워크 모델: 국내 모바일폰 산업을 중심으로)

  • YoungSu Yun
    • Journal of Korea Society of Industrial Information Systems
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    • v.29 no.1
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    • pp.49-62
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    • 2024
  • In this paper, a sustainable closed-loop supply chain (SCLSC) network model is proposed for domestic mobile phone industry. Economic, environmental and social factors are respectively considered for reinforcing the sustainability of the SCLSC network model. These three factors aim at minimizing total cost, minimizing total amount of CO2 emission, and maximizing total social influence resulting from the establishment and operation of facilities at each stage of the SCLSC network model. Since they are used as each objective function in modeling, the SCLSC network model can be a multi-objective optimization problem. A mathematical formulation is used for representing the SCLSC network model and a hybrid meta-heuristic approach is proposed for efficiently solving it. In numerical experiment, the performance of the proposed hybrid meta-heuristic approach is compared with those of conventional meta-heuristic approaches using some scales of the SCLSC network model. Experimental results shows that the proposed hybrid meta-heuristic approach outperforms conventional meta-heuristic approaches.

A study on the data integrated Model in RFID network (RFID 네트워크에서 정보 통합 모델 연구)

  • Lee, Chang-Yeol
    • Journal of the Korean Institute of Intelligent Systems
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    • v.16 no.6
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    • pp.785-790
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    • 2006
  • In RFID-based SCM, The traceability and product information is the important target data. In this paper, efficient items traceability model and the integrated model of the product between RFID network and GDS(Global Data Synchronization) network are studied. Information consists of the dynamic data generated from RFID network and static data generated from GDS Network. The integrated model will provide the interoperability between 2 kinds of networks.

신발산업의 공급망 비즈니스 프로세스 모델링

  • 현승용;최형림;임호섭
    • Proceedings of the Korea Association of Information Systems Conference
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    • 2002.11a
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    • pp.243-259
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    • 2002
  • 국내 신발산업(Footwear Industry)은 주로 외국의 대형 바이어에 의존적인 형태로 생산하는 주문자 상표 부착 생산방식이 대부분을 차지하며, 신발 제조에서 인건비가 차지하는 비중이 절대적이어서 대형 바이어들이 중국, 베트남, 인도네시아 등의 저임금 국가로 신발 생산기지를 옮겨가고 있다. 이로 인해 국내 신발산업은 많은 어려움을 겪고 있는 것이 사실이다. 또한 국내의 신발제조기업들도 상당수 해외에 생산공장을 운영하고 있으며, 국내 생산공장은 그 규모가 굉장히 축소되어 있거나 혹은 연구개발 및 부품 조달기지로서의 역할을 수행하고 있다. 이러한 신발산업의 환경에 변화에 대해 산업 차원에서 대응할 필요성이 있다. 앞으로 국내 신발산업이 성장하기 위해서는 전체 공급망의 협업체제를 갖추는 것이 필요하다. 이를 위해서는 공급망 네트워크 구조를 분석하여 비효율적인 부분을 개선해야 하며, 기업간의 비즈니스 프로세스를 새롭게 정립하여 혁신해야 한다. 이에 본 연구에서는 신발산업의 공급망 네트워크 구조를 분석하여 개선 모델을 제시하였으며, 공급망에서 대부분을 차지하는 신발 완제품 제조기업과 부품 제조기업간의 비즈니스 프로세스를 분석하여 개선된 비즈니스 프로세스를 제시하였다.

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Green Supply Chain Network Model: Genetic Algorithm Approach (그린 공급망 네트워크 모델: 유전알고리즘 접근법)

  • Yun, Young Su;Chuluunsukh, Anudari
    • Journal of Korea Society of Industrial Information Systems
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    • v.24 no.3
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    • pp.31-38
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    • 2019
  • In this paper, we design a green supply chain (gSC) network model. For constructing the gSC network model, environmental and economic factors are taken into consideration in it. Environmental factor is to minimize the $CO_2$ emission amount emitted when transporting products or materials between each stage. For economic factor, the total cost which is composed of total transportation cost, total handling cost and total fixed cost is minimized. To minimize the environmental and economic factors simultaneously, a mathematical formulation is proposed and it is implemented in a genetic algorithm (GA) approach. In numerical experiment, some scales of the gSC network model is presented and its performance is analyzed using the GA approach. Finally, the efficiencies of the gSC network model and the GA approach are proved.

An Architecture Modeling Language for Collaborative Networked Organizations (협업 네트워크 조직의 아키텍처 모델링 언어)

  • Kim, Duk-Hyun
    • The Journal of Society for e-Business Studies
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    • v.13 no.4
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    • pp.93-110
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    • 2008
  • Reference modeling for Collaborative Networked Organizations(CNOs) has just started, and Enterprise Architecture Modeling Languages(EAMLs) for CNOs are very few. Lack of reference models makes it difficult for people to communicate with each other and lack of EAMLs also makes it difficult to implement information systems for CNOs. We propose an EAML for CNO called CAML. It supports (1) multi-level modeling based on Model- Driven Architecture of OMG's for expressive power and efficiency of implementations, and (2) multi-focus modeling based on Zachman Framework for completeness of modeling The effectiveness of the CAML is investigated through modeling of a supply chain and execution of change impact analysis.

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A Study on a Smart City Supply Chain Security Model Based on Zero-Trust (제로 트러스트(Zero-Trust) 기반의 스마트시티 공급망 보안모델 연구)

  • Lee, Hyun-jin;Son, Kyung-ho
    • Journal of the Korea Institute of Information Security & Cryptology
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    • v.32 no.1
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    • pp.123-140
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    • 2022
  • Recently, research on solving problems that have introduced the concept of smart city in countries and companies around the world is in progress due to various urban problems. A smart city converges the city's ICT, connects all the city's components with a network, collects and delivers data, and consists of a supply chain composed of various IoT products and services. The increase in various cyber security threats and supply chain threats in smart cities is inevitable, in addition to establishing a framework such as supply chain security policy, authentication of each data provider and service according to data linkage and appropriate access control are required in a Zero-Trust point of view. To this end, a smart city security model has been developed for smart city security threats in Korea, but security requirements related to supply chain security and zero trust are insufficient. This paper examines overseas smart city security trends, presents international standard security requirements related to ISMS-P and supply chain security, as well as security requirements for applying zero trust related technologies to domestic smart city security models.

Hybrid Genetic Algorithm Approach using Closed-Loop Supply Chain Model (폐쇄루프 공급망 모델을 이용한 혼합형유전알고리즘 접근법)

  • Yun, YoungSu;Anudari, Chuluunsukh;Chen, Xing
    • Journal of Korea Society of Industrial Information Systems
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    • v.21 no.4
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    • pp.31-41
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    • 2016
  • This paper is to evaluate the performance of a proposed hybrid genetic algorithm (pro-HGA) approach using closed-loop supply chain (CLSC) model. The proposed CLSC model is a integrated supply chain network model both with forward logistics and reverse logistics. In the proposed CLSC model, the reuse, resale and waste disposal using the returned products are taken into consideration. For implementing the proposed CLSC model, two conventional approaches and the pro-HGA are used in numerical experiment and their performances are compared with each other using various measures of performance. The experimental results show that the pro-HGA approach is more efficient in locating optimal solution than the other competing approaches.

BSIMM을 통해 살펴본 보안성숙도모델의 분석

  • Seo, Dongsu
    • Review of KIISC
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    • v.26 no.1
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    • pp.48-53
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    • 2016
  • 최근 들어 보안사고의 대응 방식이 네트워크 보안이나 운영체제 보안과 같은 전통적인 방법에서 벋어나 개발생명주기보안이나 SW 공급망 보안으로 확대되고 있다. 이러한 흐름에서 주목받는 것이 BSIMM과 같은 소프트웨어 보안성숙도 모델이다. 보안성숙도 모델은 소프트웨어 시스템의 보안성 향상을 위해 관리자와 개발자가 중점을 두어야 할 부분을 스스로 평가할 수 있도록 하는 프레임워크이다. 본 고에서는 BSIMM을 통해 보안성숙도 모형이 갖는 특징을 소개하며, 이의 활용에 대해 살펴본다.

A Study on Blockchain Adoption in Retail Supply Chain Management (소매 공급망 관리에서 블록체인 활용에 관한 연구)

  • Shipra Pathak;Charu Saxena;Kyung-Sil Kim
    • Advanced Industrial SCIence
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    • v.2 no.2
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    • pp.1-8
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    • 2023
  • The goal of the study is to describe blockchain technology as it relates to enhancing supply chains in the retail sector in order to achieve sustainability. This study offers a critical analysis of the possible applications of blockchain technology and smart contracts to supply chain management. This paper explains how Blockchain technology may be used by customers and merchants in a variety of retail business operations to great advantage. By adopting a modified version of the UTUAT model, this study validates the possibility of using blockchain for supply chain management in the retail industry. The study found a significant and positive correlation between behavioral intention and acceptance toward employing block networks in supply chain management in the retail business. The behavior intention (BI) to adopt blockchain technology is significantly influenced by performance expectations, effect expectations, subjective standards, and enabling variables. The performance and effort expectations have a considerable impact on the BI to adopt blockchain in supply chain management.