• Title/Summary/Keyword: Demand Variation

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A methodology to estimate earthquake induced worst failure probability of inelastic systems

  • Akbas, Bulent;Nadar, Mustafa;Shen, Jay
    • Structural Engineering and Mechanics
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    • v.29 no.2
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    • pp.187-201
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    • 2008
  • Earthquake induced hysteretic energy demand for a structure can be used as a limiting value of a certain performance level in seismic design of structures. In cases where it is larger than the hysteretic energy dissipation capacity of the structure, failure will occur. To be able to select the limiting value of hysteretic energy for a particular earthquake hazard level, it is required to define the variation of hysteretic energy in terms of probabilistic terms. This study focuses on the probabilistic evaluation of earthquake induced worst failure probability and approximate confidence intervals for inelastic single-degree-of-freedom (SDOF) systems with a typical steel moment connection based on hysteretic energy. For this purpose, hysteretic energy demand is predicted for a set of SDOF systems subject to an ensemble of moderate and severe EQGMs, while the hysteretic energy dissipation capacity is evaluated through the previously published cyclic test data on full-scale steel beam-to-column connections. The failure probability corresponding to the worst possible case is determined based on the hysteretic energy demand and dissipation capacity. The results show that as the capacity to demand ratio increases, the failure probability decreases dramatically. If this ratio is too small, then the failure is inevitable.

A Study on the Safety Stock (안전재고에 관한 연구)

  • 박병기;정종식
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.10 no.16
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    • pp.143-147
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    • 1987
  • Safety stocks constitute one of the major means of dealing with the uncertainties associated with variation in demand and lead time. Adeguate safety facilitate production activities and help to assure customers if good service on the other hand, carrying safety storks ties up working capital on goods that sit idle. The major problem of safety stocks management thus of consists of trying to achieve an optimal balance between the other carrying cost and the costs of stock shortage. Therefore, this study aims to find safety stock level of the fixed reorder quantity system and the fixed reorder cycle system of minimizing total cost when both demand and lead time are variable. (The distribution of demand and lead time is a mere assumption that follows the normal distribution) The results can be summarized as follows. i) Safety factor on the safety stock is determined by carrying cost and the costs of stock shortage: An optimal safety stick=the costs of stork shortage($C_s$) (the carrying cost($C_h$)+the costs of stock storage($C_s$). ii) The safety stock level of the fixed reorder quantity system is ($a{\;}_p\sqrt{L}{\sigma}$) under uncertainties. iii) The safety stock level of the fixed reorder cycle system is ($a{\;}_p\sqrt{R+L{\sigma}}$) under uncertain demand and constant lead time. ($a{\;}_p\sqrt{L{\sigma}_d{\;^2+{\mu}^2L{\sigma}^2}$) under demand and lead time uncertainties.

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Daily Gas Demand Forecast Using Functional Principal Component Analysis (함수 주성분 분석을 이용한 일별 도시가스 수요 예측)

  • Choi, Yongok;Park, Haeseong
    • Environmental and Resource Economics Review
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    • v.29 no.4
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    • pp.419-442
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    • 2020
  • The majority of the natural gas demand in South Korea is mainly determined by the heating demand. Accordingly, there is a distinct seasonality in which the gas demand increases in winter and decreases in summer. Moreover, the degree of sensitiveness to temperature on gas demand has changed over time. This study firstly introduces changing temperature response function (TRF) to capture effects of changing seasonality. The temperature effect (TE), estimated by integrating temperature response function with daily temperature density, represents for the amount of gas demand change due to variation of temperature distribution. Also, this study presents an innovative way in forecasting daily temperature density by employing functional principal component analysis based on daily max/min temperature forecasts for the five big cities in Korea. The forecast errors of the temperature density and gas demand are decreased by 50% and 80% respectively if we use the proposed forecasted density rather than the average daily temperature density.

An Estimation of Korea's Import Demand Function for Fisheries Using Cointegration Analysis (공적분분석을 이용한 우리나라 수산물 수입함수 추정)

  • 김기수;김우경
    • The Journal of Fisheries Business Administration
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    • v.29 no.2
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    • pp.97-110
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    • 1998
  • This paper tries to estimate Korea's import demand function for fisheries using cointegration analysis. The estimation function consists of one dependent variable-import quantity of fisheries(FTIW) and two independent variables-relative price(RP) between importable and domestic products and real income(GDP). As it has been empirically found out that almost all of time series of macro-variables such as GDP, price index are nonstationary, existing studies which ignore this fact need to be reexamined. Conventional econometric method can not analyze nonstationary time series in level. To perform the analysis, time series should be differenciated until stationarity is guaranteed. Unfortunately, the difference method removes the long run element of data, and so leads to difficulties of interpretation. But according to new developed econometric theory, cointegration approach could solve these problems. Therefore this paper proceeds the estimation on the basis of cointegration analysis, because the quartly variables from 1988 to 1997 used in the model is found out to be nonstationary. The estimation results show that all of the variables are statistically significant. Therefore Korea's import demand for fisheries has been strongly affected by the variation of real income and the relative price.

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Field Test Study of Photovoltaic Generation System for Medium and Small-Sized Buildings (중소형 건물 태양광발전시스템의 실증 연구)

  • Kim, Eung-Sang;Kim, Seul-Ki
    • 한국신재생에너지학회:학술대회논문집
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    • 2006.11a
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    • pp.561-565
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    • 2006
  • The paper presents a method of assessing the adequate tapaclty of photovoltaic generation systems for public buildings based on analysis of load variation patterns of customers. When PV systems are installed for supplying power for the customer load, reverse power relay is required by the guideline to be installed at the point of common coupling with the power network. The suggested method analyzes daily, weekly and monthly load demand of the customer that Irishes PV system installation, and determines the appropriate rating of the PV system for preventing PV generation from exceeding the customer demand. This work is expected to support renewable energy dissemination projects of public organizations.

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Point-to-point traffic demand optimization using trunk-group and office measurements (중계선군 및 국 총합 측정 데이타를 이용한 단대단 수요트래픽 추정 최적화 기법 연구)

  • 이선우
    • Proceedings of the Korean Operations and Management Science Society Conference
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    • 1994.04a
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    • pp.317-326
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    • 1994
  • 본 논문은 통신망 설계/성능분석 및 동적라우팅(Dynamic Routing)등 통신망 제반 요소기술의 기초자료가 되는 단대단 수요트래픽의 최적값을 찾는 방법 에 관한 것으로, 기본 알고리듬은 ITC 13차에서 발표되어 속도가 빠르고 메 모리절약 기법이 뛰어난 것으로 평가되고 있는 PPDEA-HM(Point-to-Point Demand Estimation Algorithm using Hopfield Model)을 이용하였다. 이 알 고리듬은 망의 소통율에 따라 성능에 차이가 나므로 이 점을 보완한 MPPDEA-HM(Modified Point-to-Point Demand Estimation Algorithm using Hopfield Model)을 제안하며, 두 결과들이 variation을 비교하여 MPPDEA-HM의 특성이 보다 안정화되었음을 보였다.

Modeling and Evaluating Inventory Replenishment for Short Life-cycle Products

  • Wang, Ching-Ho;Lint, Shih-Wei;Chou, Shuo-Yan;Tsai, Chun-Hsiang
    • Journal of Korean Institute of Industrial Engineers
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    • v.34 no.4
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    • pp.386-397
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    • 2008
  • Due to the rapid advancement of technologies, a growing number of innovative products with a short life-cycle have been introduced to the market. As the life-cycles of such products are shorter than those of durable goods, the demand variation during the life-cycle adds to the difficulty of inventory management. Traditional inventory planning models and techniques mostly deal with products that have long life-cycles. The assumptions on the demand pattern and subsequent solution approaches are generally, not suitable for dealing with products with short life-cycles. In this research, inventory replenishment problems based on the logistic demand model are formulated and solved to facilitate the management of products with short life-cycles. An extended Wagner- Whitin approach is used to determine the replenishment cycle, schedules and lot-sizes.

Influences of Korean Gas Demand's TDR by Gas CHP Penetration in Industry (산업체 열병합발전의 부하패턴 도출에 의한 가스수요의 TDR 산정)

  • Kim, Yong-Ha;Kim, In-Su;Lee, Kwang-Sung;Yun, Jong-Hai;Son, Seung-Kee;Ku, Min-Seu
    • Proceedings of the KIEE Conference
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    • 2007.07a
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    • pp.123-124
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    • 2007
  • In order to reduce the seasonal unbalance of Gas demand, this paper analyzes the effects of gas increase and energy saving that result from the energy pattern of CHP for industry, and evaluates the variation of Korean gas demand's TDR through those effects.

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Sensitivity analysis of the transportation problem (수송문제의 감도분석)

  • 정호연;박순달
    • Korean Management Science Review
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    • v.11 no.1
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    • pp.51-58
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    • 1994
  • The purpose of this study is to extend the current sensitivity analysis of the transportation problem. In this paper we present a systematic method to obtain the variation range of supplies or demands by introducing a dummy column or dummy row. By using this approach we can deal with the case of fixed demands, and the unbalanced problem that the total demand is greater than the total supply.

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The Variation of the Urban Water Use and the Distribution Reservior Capacity with Time for a Day (상수도(上水道)의 1일(日) 급수량(給水量) 및 배수지(配水池) 용량(容量) 변화(變化)에 관한 연구(硏究))

  • RHEE, Kyoung Hoon;PARK, Sung Chun;MOON, Byoung Seok
    • Journal of Korean Society of Water and Wastewater
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    • v.9 no.2
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    • pp.118-126
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    • 1995
  • The variation of the urban water demand and the amount of water in the distribution reservoir was studied with time for a day. The city of Kwangju in Korea was selected as a study area. The population of Kwangju in the end of 1993 was more than one million and two hundred thousand peoples. The average of daily water use in 1993 was about three hundred and fifty thousand tons a day. One day was devided into 12 divisions with a 2 hour increment. The water use demand related to the amount of water in the distribution reservoir was observed for the given time interval of a day. The water use index was defind in percentage that indicates the ratio of the amount of water use for a time interval to the amount of water use for a day. The water use index with consideration of the water stored in the reservoir was found to be useful to manage and to operate the water supply systems in real time.

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