• 제목/요약/키워드: Demand management policy

검색결과 904건 처리시간 0.025초

Student's t-Copula 적합을 통한 Heavy Tail형 SCM 수요 데이터의 모델링 및 분석 (Forecasting Modeling of Heavy Tail Typed Demand using Student's t-Copula Fitting in Supply Chain Management)

  • 김태성;이현수
    • 디지털융복합연구
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    • 제11권9호
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    • pp.103-111
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    • 2013
  • SCM의 관리 포인트가 공급중심에서 수요관리 중심으로 옮겨짐에 따라, 정확한 수요 예측을 위한 많은 기법들이 제시되어 왔다. 이 중 변수간의 인과관계 분석을 통한 수요예측이 많이 이루어지고 있음에도 불구하고, 연관된 변수들 간의 상관구조는 상관계수에 의존하였고, 이는 예측의 정확성을 저하시키는 요인으로 작용하였다. 본 논문에서는 기존 방법의 문제점들을 보완하며, SCM에서 발생하는 Heavy Tail형 데이터의 상관구조를 정밀하게 모델링할 수 있는 방법을 제시한다. 상관구조를 파악할 수 있는 프레임웍인 코플라 함수 중에서 Student's t-코플라 함수를 통하여 수요 예측모형을 수립하고, 관련 파라미터를 추정하는 기법을 실험과 함께 제시하였다. 이를 통해, 수요예측에 필요한 변수들 간의 상관구조 파악이 보다 명확해지며, 이는 SCM상의 채찍효과의 완화로 이어져, 안정된 공급 사슬 네트웍의 관리에 기여할 것으로 기대된다.

수요예측을 통한 다빈도 구매상품의 적정재고 수준 결정 모형개발: 공항면세점 사례 (Developing Appropriate Inventory Level of Frequently Purchased Items based on Demand Forecasting: Case of Airport Duty Free Shop)

  • 차대욱;박상아;공인택;신광섭
    • 한국빅데이터학회지
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    • 제5권2호
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    • pp.1-15
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    • 2020
  • 코로나 이전 국내 면세산업은 2000년 이후 관광 수요의 증가와 함께 꾸준한 성장세를 보였다. 급증한 수요에 대응하기 위해 면세점들은 매출액 위주의 경쟁전략을 유지해왔으며, 이에 따라 효율적인 운영보다는 규모 측면의 성장을 위한 방안 수립에만 집중해왔다. 기존 연구에서는 면세상품 관련 마케팅이나 제도적 지원방안 수립에 관한 연구가 주를 이루었으며 실제 운영단계인 물류 관리 측면에서의 연구는 부족했다. 이에 본 연구에서는 면세점 운영의 효율성 향상을 위한 적정재고 수립 방식을 제시하기 위해 출국자 예측모형과 장래 상품 판매량을 선형회귀방정식을 활용하였다. 이와 더불어, 실증연구를 통해 본 정책을 도입할 때 기대효과를 비용적 측면과 현장 운영 측면에서 분석하였다. 본 연구 결과를 바탕으로 면세점에서 발생하는 과다재고문제를 진단하고 공급주기를 개선함으로써 비용 절감 및 생산성 향상이 가능할 것으로 예상된다.

지역농업자원의 6차 산업 활성화 방안 : 전문가 실증연구를 중심으로 (Empirical Study on the Activation Plan for 6th Industrialization of Rural Agricultural Resources : Focus on the Field Experts and the Complementary Demand)

  • 양정임;이정희;황대용
    • 농촌계획
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    • 제20권3호
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    • pp.111-120
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    • 2014
  • This study aims to investigate the residents' and village leaders' complementary demand for the regional economic vitalization and 6th industrialization in the rural. Based on the field expert'(the head of the village or the chairmen of the farming association) interview, the study was conducted. For the study, 42 villages where selected to consider as 6th industry. Cross table were conducted to see if there were any differences of demand and consideration for between the type of 6th industries. This article further improve the rural environment for 6th industrialization, improve the policy measures in that rural can plan the basis for an effective strategy can be.

노사관계에 있어서 단체 교섭력의 결정요인 - 경제적 변수를 중심으로 - (The Determinants of Collective Bargaining Power in Labor-Management Relations - Focusing on the Analysis of the Economic Variables -)

  • 백광기
    • 산학경영연구
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    • 제2권
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    • pp.141-169
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    • 1989
  • Most of the theories of collective bargaining outcomes start with a set of economic variables. The economic constraints, pressures, and incentives influence the bargaining power relationship between labor union and employer. In this paper, the critical macro and micro economic variables that need to be considered in analyzing the economic context of collective bargaining power relationship is outlined. The focus is on the role that economic forces play in shaping the results of bargaining, that is the outcome of negotiations. In this study, the elasticity of the demand for labor is introduced as one of the most important economic aspects that influence bargaining power. Unions will be most successful in increasing wages when they enjoy an inelastic demand for labor. If the demand for labor is not naturally inelastic, some institutional arrangement for "taking wages out of competition" must be sought. Inflation, business cycle, and income policy are influential in shaping both parties' goals and expectations as well. In addition to the analysis of the economic variables, the nature of power is diagonized with some introductory notions about its care and feeding before proceeding to the details of the above issues.

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Design of a renewable energy system with battery and power-to-methanol unit

  • Andika, Riezqa;Kim, Young;Yun, Choa Mun;Yoon, Seok Ho;Lee, Moonyong
    • Korean Journal of Chemical Engineering
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    • 제36권1호
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    • pp.12-20
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    • 2019
  • An energy storage system consisting of a battery and a power-to-methanol (PtM) unit was investigated to develop an energy storage system for renewable energy systems. A nonlinear programming model was established to optimize the energy storage system. The optimal installation capacities of the battery and power-to-methanol units were determined to minimize the cost of the energy system. The cost from a renewable energy system was assessed for four configurations, with or without energy storage units, of the battery and the power-to-methanol unit. The proposed model was applied to the modified electricity supply and demand based on published data. The results show that value-adding units, such as PtM, need be included to build a stable renewable energy system. This work will significantly contribute to the advancement of electricity supply and demand management and to the establishment of a nationwide policy for renewable energy storage.

Genetic Algorithm-Based Coordinated Replenishment in Multi-Item Inventory Control

  • Nagasawa, Keisuke;Irohara, Takashi;Matoba, Yosuke;Liu, Shuling
    • Industrial Engineering and Management Systems
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    • 제12권3호
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    • pp.172-180
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    • 2013
  • We herein consider a stochastic multi-item inventory management problem in which a warehouse sells multiple items with stochastic demand and periodic replenishment from a supplier. Inventory management requires the timing and amounts of orders to be determined. For inventory replenishment, trucks of finite capacity are available. Most inventory management models consider either a single item or assume that multiple items are ordered independently, and whether there is sufficient space in trucks. The order cost is commonly calculated based on the number of carriers and the usage fees of carriers. In this situation, we can reduce future shipments by supplementing items to an order, even if the item is not scheduled to be ordered. On the other hand, we can reduce the average number of items in storage by reducing the order volume and at the risk of running out of stock. The primary variables of interest in the present research are the average number of items in storage, the stock-out volume, and the number of carriers used. We formulate this problem as a multi-objective optimization problem. In a numerical experiment based on actual shipment data, we consider the item shipping characteristics and simulate the warehouse replenishing items coordinately. The results of the simulation indicate that applying a conventional ordering policy individually will not provide effective inventory management.

단일 범용설비 운영을 위한 (r, Q) 정책 ((r, Q) Policy for Operation of a Multipurpose Facility)

  • 오근태
    • 한국경영과학회지
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    • 제17권3호
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    • pp.27-46
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    • 1992
  • This paper considers an (r, Q) policy for operation of a multipurpose facility. It is assumed that whenever the inventory level falls below r, the model starts to produce the fixed amount of Q. The facility can be utilized for extra production during idle periods, that is, when the inventory level is still greater than r right after a main production operation is terminated or an extra production operation is finished. But, whenever the facility is in operation for an extra production, the operation can not be terminated for the main production even though the inventory level falls below r. In the model, the demand for the product is assumed to arrive according to a compound Poisson process and the processing time required to produce a product is assumed to follow an arbitary distribution. Similarly, the orders for the extra production is assumed to accur in a Poisson process are the extra production processing time is assumed to follow an arbitrary distribution. It is further assumed that unsatisfied demands are backordered and the expected comulative amount of demands is less than that of production during each production period. Under a cost structure which includes a setup/ production cost, a linear holding cost, a linear backorder cost, a linear extra production lost sale cost, and a linear extra production profit, an expression for the expected cost per unit time for a given (r, Q) policy is obtained, and using a convex property of the cost function, a procedure to find the optimal (r, Q) policy is presented.

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주요국의 제네릭 의약품 활성화 정책 고찰과 시사점 (Lessons from Generic Promotion Policies in Other Countries)

  • 김동숙;배승진;장선미
    • 보건행정학회지
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    • 제23권3호
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    • pp.210-223
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    • 2013
  • Backgrounds: Escalating pharmaceutical expenditure has threatened the sustainability of National Health Insurance system in Korea. Generic medicines allow patients to access safe, effective, high-quality medicines at low cost, thus insurers could achieve significant financial savings by promotion of generics, if they are priced much lower than the originator. The purpose of this study was to review generic pricing as well as promotion policies in other countries and assess the implication of those policies. Methods: We reviewed the main measures adopted by the developed countries such as Austria, Belgium, Denmark, Finland, France, Germany, Italy, Japan, Netherlands, Norway, Sweden, United Kingdom, especially in countries where governments are the largest third-party payers or insurance finance resource is the national health insurance. Results: The foreign countries's experience with generic medicine policy shows that demand-side policies such as physician budgets, international nonproprietary name prescribing, generics substitution, patients co-payment as well as supply-side policies relating to pricing and reimbursement seems to play a critical role in developing the generic medicines market. Conclusion: Various strategy should be implemented to promote generic drug use.

전파관리정책 및 법 제도 개선 방안에 관한 연구 (Research on Radio Wave Communication Management Policy and System Improvement)

  • 강병찬;김기문;임재홍
    • 한국정보통신학회논문지
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    • 제12권7호
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    • pp.1149-1159
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    • 2008
  • 전파 통신의 보급과 이용의 확대에 따라 전파에 대한 수요가 급격히 증가하고 전파 통신의 효율적인 이용을 위한 정책은 서비스의 보급 및 확산은 물론 향후 이 분야의 기술 발전을 위하여 지속적으로 연구되어야 할 과제이다. 본 논문에서는 당국의 전파 진흥 정책의 여건 변화, 전파 이용의 환경 변화 및 기술 발전에 따른 발전된 무선 통신분야의 전파 관리 정책 및 제도에 체계적이고 효율적인 대처가 필요하기 때문에 전파 관련 국제 협약 및 제외국의 제도 및 정책을 분석, 검토하고 행정 조정을 통하여 개선 방안을 제시함을 목적으로 하는 것이다.

2018년 한국 보건의료의 상대적 위치와 추이: 경제협력개발기구 국가와 비교 (Position Value for Relative Comparison of Healthcare Status of Korea in 2018)

  • 윤흰뫼;이현지;박은철
    • 보건행정학회지
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    • 제31권2호
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    • pp.217-224
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    • 2021
  • The objective of this study is to investigate the healthcare status of South Korea and other member countries of the Organization for Economic Cooperation and Development (OECD) using OECD health statistics 2020. We employed the position value for relative comparison index to measure the healthcare status in five following components: demand, supply, accessibility, quality, and cost. The Mann-Kendall test was used to analyze for increasing or decreasing trend of the position value for relative comparison values from 2000 to the recent year. Results showed that Korea was positioned above than the OECD median values in most of components, but lower than the median values in certain indices including healthcare employment, primary care, and mental health care. This study sheds some light on healthcare issues to be improved and the policy-makes can take into account for prior setting process.