• Title/Summary/Keyword: Supply Chain Model

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Using Support Vector Machine Method to Improve Company Performance Management

  • Yuanhao LI;Xin LI;Han XIA
    • Asian Journal of Business Environment
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    • v.13 no.4
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    • pp.1-6
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    • 2023
  • Purpose: To explore the application prospect of support vector machine (SVM) in supply chain management and its practical application in supply chain performance evaluation practice. Research design, data and methodology: This paper establishes the performance evaluation index system of supply chain management according to the balanced scorecard (BSC) theory, and establishes the SVM model of supply chain management performance evaluation based on the SVM principle. Results: The performance evaluation results of the supply chain of an electric power equipment Co., Ltd. in Harbin established by using the model are consistent with the actual situation, which indicates the nature and accuracy of the possible reflection of the established supply chain performance evaluation model. Conclusions: The results show that SVM model can be used to evaluate enterprise supply chain management performance indicators, and can improve enterprise supply chain management performance, thus demonstrating the effectiveness of the model.

A Study on Supply Chain Management Evaluation Model and Simulation Model (공급사슬관리 평가 모델 및 시뮬레이션 모델 구축에 관한 연구)

  • Li, Guang-zhu;Yang, Qing-wan;Li, Longzhen
    • Journal of the Korea Safety Management & Science
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    • v.17 no.2
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    • pp.191-199
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    • 2015
  • Considering the supply system and operating cost of enterprises which are in the supply chain as the main index, this paper establishes a supply chain evaluation model, and utilizes Arena building stimulation model of the supply chain which considers manufacturing enterprises as the core of supply chain. This model designs a generic simulation model of the supply chain including multi-level distributors and suppliers. And the model analyzes a representative example of business process, one of the enterprises in Shandong.

An Application of SCOR Model for Modeling a Service Supply Chain of a Hospital Treatment Service (병원의 진료 서비스 공급 사슬 모델링을 위한 SCOR 모델의 적용)

  • Park, Kyoung-Jong;Oh, Hyung-Sool
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.31 no.4
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    • pp.10-20
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    • 2008
  • This paper deals with the application of Supply Chain Operations Reference (SCOR) model to make a Service Supply Chain(sSC) of a hospital treatment service. At first, we compare the service supply chain with the traditional supply chain. At second, we apply the SCOR model to a service supply chain of a hospital treatment service and make new process of the hospital service supply chain if we need it. Finally, we explain the applied results and propose the improvement points. The used level of SCOR model is from level 1 to level 3.

Analysis of Textile Supply Chain Network with ODM-OEM Hybrid Production System in FTA Environment (FTA 환경에서 ODM-OEM Hybrid 형태의 섬유류생산시스템의 공급망 분석)

  • Byun, Taesang;Oh, Jisoo;Jeong, Bongju
    • Korean Management Science Review
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    • v.30 no.1
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    • pp.25-41
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    • 2013
  • This paper presents a supply chain framework with the ODM (Original Design Manufacturing)-OEM (Original Equipment Manufacturing) hybrid production of textile industry in FTA (Free Trade Agreements) environments between Korea and other countries. The proposed supply chain framework with ODM-OEM hybrid production is a unique supply chain that has both domestic production with non-tariff advantages in FTA environment and oversea production with low labor costs. To investigate the validity of the proposed supply chain, we first construct its strategic profit model and supply chain planning and then show that each member of supply chain network-yarn manufacturer, fabric manufacturer, and apparel manufacturer-can maximize their own profits without conflicts among the members. The efficiency of the ODM-OEM hybrid production system is analytically verified in comparison with the general OEM and ODM production model using profit models. Comprehensive numerical examples are provided to illustrate the advantages of the proposed system.

Design of Simulation System for Port Resources Availability in Logistics Supply Chain (항만자원 계획 적합성 검증을 위한 시뮬레이션 시스템 설계)

  • Lee, Tae-Woo;Park, Nam-Kyu;Lee, Dong-Won
    • Proceedings of the Korean Institute of Navigation and Port Research Conference
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    • 2002.11a
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    • pp.53-61
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    • 2002
  • This paper aims to apply a supply chain modeling and its analysis framework to the supply chain in the port industry, each of which has its own objective. The simulation approach serves two purposes: to model a supply chain network in quantity approach and to evaluate its supply chain performance based on proposed strategies. The simulation model will be applied to quantifying the flow of a supply chain, the involved information and material flow and conducted to simulate the supply chain operations. The model will also be used which strategic and operational policies are the most effective in smoothing the variations in the supply chain.

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Combined Discrete-Continuous Modeling for Supply Chain Simulation

  • Cho, Min-Kwan;Lee, Young-Hae;Kim, Seo-Jin
    • Proceedings of the Korea Society for Simulation Conference
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    • 2001.10a
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    • pp.405-424
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    • 2001
  • Many simulation models have been built to facilitate simulation technique in designing, evaluating, and optimizing supply chains. Simulation is preferred to deal with stochastic natures existing in the supply chain. Moreover simulation has a capability to find local optimum value within each component through entire supply chain. Most of supply chain simulation models have been developed on the basis of discrete-event simulation. Since supply chain systems are neither completely discrete nor continuous, the need of constructing a model with aspects of both discrete-event and continuous simulation is provoked, resulting in a combined discrete-continuous simulation. In this paper, an architecture of combined modeling for supply chain simulation is proposed, which includes the equation of continuous portion in supply chain and how these equations are used in the supply chain simulation models. A simple example of supply chain model dealing with the strategic level of supply chain presented in this paper shows the possibility and the prospect of this approach.

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Combined Discrete-Continuous Modeling Methodology for Supply Chain Simulation (공급사슬 시뮬레이션을 위한 이산-연속 혼합 모델링 방법에 관한 연구)

  • 김서진;이영해;조민관
    • Journal of the Korea Society for Simulation
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    • v.10 no.2
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    • pp.75-89
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    • 2001
  • Many simulation models have been built to facilitate simulation technique in designing, evaluating, and optimizing supply chains. Simulation is preferred to deal with stochastic natures existing in the supply chain. Moreover simulation has a capability to find local optimum value within each component through entire supply chain. Most of supply chain simulation models have been developed on the basis of discrete-event simulation. Since supply chain systems are neither completely discrete nor continuous, the need of constructing a model with aspects of both discrete-event and continuous simulation is provoked, resulting in a combined discrete-continuous simulation. In this paper, an architecture of combined modeling for supply chain simulation is proposed, which includes the equation of continuous portion in supply chain and how these equations are used in the supply chain simulation models. A simple example of supply chain model dealing with the strategic level of supply chain presented in this paper shows the possibility and the prospect of this approach.

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A Study on Application of Safety Management to Supply Chain (공급망의 안전관리 적용에 관한 연구)

  • Yu Woo-Yeon;Lee Byoung-Ki;Kang Kyong-Sik
    • Journal of the Korea Safety Management & Science
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    • v.7 no.4
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    • pp.39-48
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    • 2005
  • Both supply chain management and safety management contribute to strengthening a company's competitiveness. However, there is no previous research that considers supply chain management and safety management simultaneously The objective of this research is to study on application of safety management to supply chain. In this paper, the concept of supply chain safety management is defined. Based on the concept of supply chain safety management, supply chain safety management model is developed that consists of supply safety management, production safety management, storage safety management, and distribution safety management. In order to apply supply chain safety management, a methodology is developed that consists of four phases. Applying the supply chain safety management model, it is expected a company to lower cost as well as to raise customer satisfaction level.

Evaluating the Performance of Revenue Sharing Contract in Three Stage Supply Chain System

  • Chungsuk RYU
    • Journal of Distribution Science
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    • v.22 no.1
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    • pp.95-103
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    • 2024
  • Purpose: Focusing on the complex supply chain operations beyond the simple dyadic relationship, this study evaluates the performance of the revenue sharing contract in three stage supply chain system. Research design, data, and methodology: The optimization model is developed to describe the supply chain system where one manufacturer, one wholesaler, and one retailer exist and pursue the maximum level of their own profits. In the numerical examples of the proposed supply chain model, two types of the revenue sharing contract, pairwise and spanning methods, are tested and their performances are compared with the traditional system. Results: The numerical analysis reveals that both types of the revenue sharing contract outperform the traditional system. All supply chain members can achieve the improved profits only when they determine the proper combination of revenue share ratios and price discount rates. Conclusions: This study finds out that both pairwise and spanning revenue sharing contracts can make the positive outcome that is acceptable to all members in three stage supply chain system. When the proper contract content is agreed among the supply chain members, the revenue sharing contract has the potential to be the practically feasible collaboration program for the multiple stage supply chain system.

Research on Developing a Model for Defense Supply Chain Quality Management (국방 공급망 품질경영 수준 측정을 위한 모형 개발 연구)

  • Kim, Hyeunggeun;Sung, Si-Il;You, HanJoo;Jung, Uk;Park, JongWoo;Jo, DongHyuk
    • Journal of Korean Society for Quality Management
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    • v.44 no.2
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    • pp.297-308
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    • 2016
  • Purpose: This paper treats a defense-supply chain quality management model for analyzing the Korea defense industry. Methods: Various literature, the quality collaboration index for supply chain management model proposed by Korean Standards Association and shared growth index presented by Korea Commission for Corporate Partnership are reviewed to develop the defense supply chain quality management index and model based on the method presented by Hafeez et al.(2006). In addition, based on the proposed model, we survey the supply chain quality management efficiency including focused group interviews in the defense industry. Results: We propose a defense-supply chain quality management index and model for analyzing the quality level between the parent companies and its partners. In addition, the results of applying the model are proposed to improve the quality of military items. Conclusion: A model is developed for improving the quality of military items. This proposed model will be adopted to enhance the quality of military items.