• Title/Summary/Keyword: Demand

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Forecasting the Demand of Railroad Traffic using Neural Network (신경망을 이용한 철도 수요 예측)

  • Shin, Young-Geun;Jung, Won-Gyo;Park, Sang-Sung;Jang, Dong-Sik
    • Proceedings of the KSR Conference
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    • 2007.05a
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    • pp.1931-1936
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    • 2007
  • Demand forecasting for railroad traffic is fairly important to establish future policy and plan. The future demand of railroad traffic can be predicted by analyzing the demand of air, marine and bus traffic which influence the demand of railroad traffic. In this study, forecasting the demand of railroad traffic is implemented through neural network using the demand of air, marine and bus traffic. Estimate accuracy of the demand of railroad traffic was shown about 84% through neural net model proposed.

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A Study on Demand calculation for facility design of Complex Transfer Center (복합환승센터의 시설설계를 위한 수요산정에 관한 연구)

  • Kim, Yeon-Woong;Jo, Chang-Hee;Kim, Si-Gon
    • Proceedings of the KSR Conference
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    • 2010.06a
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    • pp.722-729
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    • 2010
  • Deciding peak-time demand will be most important factor to decide facilities' capacity of complex transfer centers. Concentration of demand is growing more and more in urban railroad that has 3 minutes headway by using MOE of 15 minutes demand. It is far from reality. Moreover there are various demand and reflection of business facilities' demand and commerce facilities' demand is being requested in complex transfer centers. This study focused on it and suggested demand calculation method about facility design of complex transfer centers.

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Demand-Side Management Monitoring System of High Efficient End-Use Equipments Considering the Demand-Side Bidding (고효율기기의 수요자측 입찰을 고려한 수요관리 모니터링 시스템)

  • Shim, Keon-Bo;Won, Jong-Ryul;Kim, Jung-Hoon
    • The Transactions of the Korean Institute of Electrical Engineers A
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    • v.54 no.11
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    • pp.557-560
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    • 2005
  • This paper proposes the demand-side management(DSM) monitoring system of high efficient end-use equipments considering demand-side bidding (DSB). The effect on the market penetration of high efficient equipments by demand side bidding is analysed. Seasonal peak demand forecasting and penetration capacity of these equipments . are analysed.

The Development of the Automatic Demand Response Systems Based on SEP 2.0 for the Appliances's Energy Reduction on Smart Grid Environments (스마트 그리드 환경에서 가전기기의 에너지 저감을 위한 SEP 2.0 기반의 자동수요반응 시스템 개발)

  • Jung, Jin-uk;Kim, Su-hong;Jin, Kyo-hong
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.20 no.9
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    • pp.1799-1807
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    • 2016
  • In this paper, we propose the automatic demand response systems which reduce the electric power consumption for the period automatically distinct from the existing passive demand response that a subscriber directly controls the energy consumption. The proposed systems are based on SEP 2.0 and consist of the demand response management program, the demand response server, and the demand response client. The demand response program shows the current status of the electric power use to a subscriber and supports the function which the administrator enables to creates or cancels a demand response event. The demand response server transmits the demand response event received from the demand response management program to the demand response client through SEP 2.0 protocol, and it stores the metering data from the demand response client in a database. After extracting the data, such as the demand response the start time, the duration, the reduction level, the demand response client reduces the electric power consumption for the period.

Operation of Demand Bidding Program to Enhance Demand Response (수요반응을 위한 수요입찰제(수요자원시장) 운영)

  • Sohn, Yoon-Tae;Lee, Ho-Seung
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.59 no.9
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    • pp.1575-1580
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    • 2010
  • Demand Response is a well-known means usually operated by the system operator(SO) or the electricity retailers in order to reduce the peak loads or cut the price in electricity market. KPX(Korea Power eXchange), the SO in Korea has been operating the demand bidding program(or the demand resource market) since it was firstly introduced as the pilot project in 2008. The results has proved to be effective to enhance demand response. This paper describes the basic concepts and the operation results of the program.

A Study on the Demand for Organic Farming Products (주요 유기농산물 수요분석 및 전망)

  • 윤석원;박영복
    • Korean Journal of Organic Agriculture
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    • v.10 no.1
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    • pp.19-34
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    • 2002
  • This study is to analyze the demand for organic farming products . The demand for organic farming products is increasing rapidly but the study to analyze the demand system by the methods of econometrics is not tried at all because there is no any formal statistical data about the demand. Therefore, this study tries to estimate the raw statistical data to expect the demand trends of organic farming products in the future. To analyze the demand functions of organic farming products such as rice, bean, apple, grape, beef, and park, this study uses AIDS model by using several assumptions and estimates the price and income elasticities of the demands. The results demonstrate that the demands of organic farming products will be increased in the future and the prices of organic farming products will be the key factor in the demand, In 2004, the quantity demanded of the organic grape will account for 3% of total grape market. As a result, consumer's concerns about organic farming products will be high and the demand for organic farming products will be increased. Thus, the reasonable price system has a significant influence on the market of organic farming products.

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Development of Automated Demand Response Platform Using Open Source Code (오픈소스를 활용한 지능형 수요반응 플랫폼 개발)

  • Yoon, Jae-Weon;Lee, Ingyu;Choi, Jung-In
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.63 no.8
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    • pp.1116-1120
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    • 2014
  • With the shift of the energy paradigm from supply side management to demand side management, demand resource management and demand response plays an important role in the energy industry. As a consequency, a lot of researches have been done to provide a suitable demand response system. However, most of the demand response systems are based on the propriety products that cannot be modified. In this paper, we are proposing an automated demand response system using an EnerNOC provided open source code. We implemented the demand response server (VTN) and demand response client (VEN), and validated the OpenADR2.0 compliances using the open source code. We also used an Arduino microcontoller to demonstrate the communication schemes to control various devices.

The Impact of Demand Features on the Performance of Hierarchical Forecasting : Case Study for Spare parts in the Navy (수요 특성이 계층적 수요예측법의 퍼포먼스에 미치는 영향 : 해군 수리부속 사례 연구)

  • Moon, Seong-Min
    • Korean Management Science Review
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    • v.29 no.1
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    • pp.101-114
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    • 2012
  • The demand for naval spare parts is intermittent and erratic. This feature, referred to as non-normal demand, makes forecasting difficult. Hierarchical forecasting using an aggregated time series can be more reliable to predict non-normal demand than direct forecasting. In practice the performance of hierarchical forecasting is not always superior to direct forecasting. The relative performance of the alternative forecasting methods depends on the demand features. This paper analyses the influence of the demand features on the performance of the alternative forecasting methods that use hierarchical and direct forecasting. Among various demand features variability, kurtosis, skewness and equipment groups are shown to significantly influence on the performance of the alternative forecasting methods.

Quantifying Rail Travel Demand Changes using Observed Transport Data (수송실적자료를 이용한 철도교통 수요변화 추정 연구)

  • Eom, Jin-Ki;Heo, Tae-Young
    • Journal of the Korean Society for Railway
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    • v.12 no.3
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    • pp.420-426
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    • 2009
  • Although the amount of travel demand is a critical factor in a benefit-cost (B/C) analysis of railway investment, the travel demand changes especially for induced demand have not been considered. Therefore, the basic study of how to estimate travel demand changes after railway investment is worth investigating. This study reviews the methodologies for estimating diverted and induced demand generated after railway investment, and proposes appropriate approaches that will help railway planners to practically apply them in a case study. Further, the research stimulates the needs of consideration of the travel demand changes in the feasibility studies of railway planning.

Comparative Analysis of Market Demand and Individual Demand for Major Fish Species in Korea (한국 주요 어종의 시장수요와 개인수요의 비교분석)

  • Park, Hoan-Jae
    • The Journal of Fisheries Business Administration
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    • v.43 no.1
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    • pp.35-48
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    • 2012
  • Inverse demand models are well established as market demands in theory and practice of the existing literature. However, the derivation and its interpretation of individual demands from the market demands are not well known in the literature. This paper analyzes the fish market in Korea by the inverse demand model and shows how we deduce the consumer's responses from the market responses when the markets determine the prices by the quantities demanded. It illustrates empirically how this can be done applying to the korean fish market data. The empirical results show that all fishes are price inflexible and mackerels and hairtails are scale flexible in the market demand while mackerels, hairtails, and croakers are price elastic and mackerels and hairtails are income inelastic in the individual demand. The methodology and empirics used in the paper will make a contribution to the existing literature especially for the purpose of recovering consumer's demand from the market demand, thus implementing the policies to administer the fish markets.