• Title/Summary/Keyword: Production costs

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A New Metric for Evaluation of Forecasting Methods : Weighted Absolute and Cumulative Forecast Error (수요 예측 평가를 위한 가중절대누적오차지표의 개발)

  • Choi, Dea-Il;Ok, Chang-Soo
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.38 no.3
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    • pp.159-168
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    • 2015
  • Aggregate Production Planning determines levels of production, human resources, inventory to maximize company's profits and fulfill customer's demands based on demand forecasts. Since performance of aggregate production planning heavily depends on accuracy of given forecasting demands, choosing an accurate forecasting method should be antecedent for achieving a good aggregate production planning. Generally, typical forecasting error metrics such as MSE (Mean Squared Error), MAD (Mean Absolute Deviation), MAPE (Mean Absolute Percentage Error), and CFE (Cumulated Forecast Error) are utilized to choose a proper forecasting method for an aggregate production planning. However, these metrics are designed only to measure a difference between real and forecast demands and they are not able to consider any results such as increasing cost or decreasing profit caused by forecasting error. Consequently, the traditional metrics fail to give enough explanation to select a good forecasting method in aggregate production planning. To overcome this limitation of typical metrics for forecasting method this study suggests a new metric, WACFE (Weighted Absolute and Cumulative Forecast Error), to evaluate forecasting methods. Basically, the WACFE is designed to consider not only forecasting errors but also costs which the errors might cause in for Aggregate Production Planning. The WACFE is a product sum of cumulative forecasting error and weight factors for backorder and inventory costs. We demonstrate the effectiveness of the proposed metric by conducting intensive experiments with demand data sets from M3-competition. Finally, we showed that the WACFE provides a higher correlation with the total cost than other metrics and, consequently, is a better performance in selection of forecasting methods for aggregate production planning.

A Study on the Basic Cyclic Scheduling Problem (상습관(常習慣)에 의한 재고금리(在庫金利)를 고려한 기본(基本)싸이클 스케쥴링 방식(方式)의 생산계획(生産計劃))

  • Park, S.H.
    • Journal of Korean Institute of Industrial Engineers
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    • v.15 no.2
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    • pp.1-10
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    • 1989
  • This paper deals with a single-facility multiproduction model concerning the basic cyclic scheduling. The aim is to obtain the production order of each product in a cycle and the cycle frequency for minimizing the setup costs and inventory carrying costs of all products. The problem is formulated by LP and it shows that the optimal solution derived dominates the solution of non-cyclic scheduling model on some conditions.

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A Study on Optimal Planning Strategy Based on Customer Outage Costs

  • Kim, Bal-Ho H.
    • Journal of Electrical Engineering and Technology
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    • v.5 no.1
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    • pp.21-27
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    • 2010
  • This paper examines the long-run social welfare maximization problems facing public utilities, which includes consideration of the cost of capital or other fixed costs of production, from which it derives optimal investment decisions in a reliability differentiated pricing based market. Reliability differentiated pricing policies lead to straightforward mathematical results on optimal investment decisions in generation and transmission expansion planning. This paper presents the mathematical conditions for optimal investment decisions.

Determining the most profitable process mean for a production process where rejected item is sold at a reduced price or reworked (불합격 제품을 재가공하거나 할인판매하는 생산공정에 대한 공정평균의 경제적 결정)

  • 이민구;최인수;하태용
    • Journal of Korean Society for Quality Management
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    • v.26 no.3
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    • pp.46-59
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    • 1998
  • The problem of selecting optimal target values for the mean of the quality characteristic of interest for a production process in which an item is sold in one of two market with different profit / cost structures or reworked. Two profit models are constructed which involve four profit / cost components: profit, production, inspection, and rework costs. Assumed that the quality characteristic of interest is normally distributed, methods of finding the most profitable process mean are presented and a numerical example is given.

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A Stochastic LP Model a Multi-stage Production System with Random Yields (수율을 고려한 다단계 생산라인의 Stochastic LP 모형)

  • 최인찬;박광태
    • Journal of the Korean Operations Research and Management Science Society
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    • v.22 no.1
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    • pp.51-58
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    • 1997
  • In this paper, we propose a stochastic LP model for determining an optimal input quantity in a single-product multi-stage production system with random yields. Due to the random yields in our model, each stage of the production system can result in defective items, which can be re-processed or scrapped at certain costs. We assume that the random yield at each stage follows an independent discrete empirical distribution. Compared to dynamic programming models that prevail in the literature, our model can easily handle problems of larger sizes.

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The Study of the Production Lot Size with Learning Effects (학습 효과를 고려한 생산 로트싸이즈 결정에 관한 연구)

  • 남호기
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.18 no.35
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    • pp.89-94
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    • 1995
  • Previous MRP models were developed without considering learning effects on the determination of the production lot size environment. The only consideration was the setup and inventory holding costs. In this paper the proposed MRP model were developed incorporated the effects of learning. The result of this model show that learning significantly influence the production lot size and total variable cost. The numerical examples have been used to illustrated the impact of proposed model.

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Effects of Competitiveness Improvement Measures on Red-pepper and Garlic (고추, 마늘의 경쟁력제고사업 효과 분석)

  • Hong, Seungjee;Kim, Byung-Ryul
    • Korean Journal of Agricultural Science
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    • v.33 no.1
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    • pp.57-66
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    • 2006
  • This study attempts to investigate the possible extent that main spicy vegetables' competitiveness can be improved through various measures. More widely open the agricultural market becomes, more important enhancing the competitiveness of domestic agricultural products is especially in high tariff products such as red-pepper and garlic. Up to date, numerous measures have been applied to those products for enhancing the competitiveness by government, regional agencies, and producer's organizations. However, there is few studies about how much the competitiveness can be improved as a whole from implementing the diverse methods. Following the results, the competitiveness of red-pepper and garlic can be improved up to 70% and 50% respectively by reducing production costs.

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Promotion of the Low-carbon Agriculture Certification System (저탄소 농축산물 인증제 활성화 방안에 관한 연구)

  • Lim, Sung-Soo
    • Korean Journal of Organic Agriculture
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    • v.24 no.2
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    • pp.201-219
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    • 2016
  • To internalize climate-related external costs from agricultural production and food consumption Pigou taxes and carbon credits increase private costs for food. Voluntary GHG reduction program for carbon-neutral food can be advantageous over such policy measures since they avoid higher food prices for the poor. The pilot project of low-carbon agriculture certification system is to reduce GHG emissions from agricultural production and enhance the competitiveness of domestic agricultural products. This study examines producers', distributors', and consumers' perceptions of the low-carbon agriculture certification system and analyzes alternatives to promote the low-carbon certificated agricultural products.

Main Problems and Suggestions on Occupational Safety and Hygiene in Construction Sites (건설현장의 안전보건 주요 현안과 개선 방안)

  • Shim, Gyubeom
    • Journal of Korean Society of Occupational and Environmental Hygiene
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    • v.22 no.4
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    • pp.329-336
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    • 2012
  • Objectives: The aim of this study is to analyze main problems on occupational safety and hygiene in construction sites and to suggest some improvement methods. In order to decrease industrial accidents, I emphasize the approach paradigm shifts according to characteristics of construction workers. Methods: Pointing out the irrationality of current institutions by comparing bad outcomes of occupational safety and hygiene in construction industry and characteristics of construction workers. Results: In order to decrease industrial accidents, we need some approach paradigm shifts; the supply method of industrial safety and health fundamentals on the construction industry level, the accident rate calculation by using the actual construction workforce instead of an estimation, institutionalizing the prevention efforts themselves for industrial accidents, securing enough production costs for the precondition of occupational safety and hygiene in construction sites. Conclusions: I ascertain the need of the approach paradigm shifts for decreasing industrial accidents in the construction industry.

Environmental Impact and External Cost Analysis by LCA : Conventional vs. Organic Rice (전과정평가(Life Cycle Assessment)를 이용한 관행농과 유기농 쌀의 환경성 및 외부비용 분석)

  • Lim, Song-Tak;Lee, Choon-Soo;Yang, Seung-Ryong
    • Korean Journal of Organic Agriculture
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    • v.18 no.1
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    • pp.1-19
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    • 2010
  • This paper evaluates potential environmental impacts and external costs on rice production of Korea. The investigation is based on LCA in agricultural area which estimates inputs and outputs of rice production system in quantitative way. The results show that environmental impacts on organic rice(4.49E-08 DALY/kg) is level on 4.5% out of conventional rice(9.97E-07 DALY/kg). The external costs of organic and conventional rice are 4.04won/kg and 89.52won/kg respectively. The balance of both organic and conventional rice which is 85.48won/kg represents monetary value on improvement of environmental effects as producing organic rice.