• 제목/요약/키워드: Weighted Average Model

검색결과 226건 처리시간 0.028초

GIS를 이용한 유역매개변수의 추정 및 유출량 산정 (Estimation of Watershed Parameters and Runoff Computation Using GIS)

  • 이임근;안경수
    • 한국수자원학회논문집
    • /
    • 제40권1호
    • /
    • pp.11-24
    • /
    • 2007
  • 우리나라는 미계측 유역이 많아 유출현상을 분석하는데 어려움을 주고 있으며, 도시화로 인한 지형적 특성의 변화 또한 유출현상 분석을 복잡하게 하고 있다. 이에 본 연구는 최근 수공학 분야에서 보편화되고 있는 GIS(Geographic Information System)와 셀 유출량(cell funoff)을 도입시켜 유출현상을 신속하고 효과적으로 모의할 수 있는 방법을 연구하였다. 본 연구에서는 위천유역의 6개 수위관측지점의 자료를 적용하여 VMS를 통한 유역의 매개변수를 모의하고, 토지이용별 최소면적을 기준으로 격자를 구성하여 수치표고 모델을 구성하였다. 셀 유출량은 6개 수위관측소 지점의 관측자료로부터 획득한 연평균 유량 자료와 일 최대 유량자료의 평균을 적용한 면적 가중법(Area Weighted Method)에 의해 산정되었고, 흐름방향 분석과 함락공 제거를 통해 유역내 임의의 지점에 대한 유출율을 모의하였다. 실측되어진 유출율과 모의된 유출율의 비교 분석결과, 소유역으로 분할한 유량자료를 적용하여 모의한 유출율의 결과가 효과적임을 확인할 수 있었으며, 한 유역에 있어 향후 변화 가능한 지형정보를 예측하여 모의함으로써 이수와 치수 목적에 필요한 유출모의를 신속하고 효과적으로 이루어지게 할 수 있을 것으로 사료된다.

소매유통업의 효율성 분석에 관한 연구 (An analysis of retail business efficiency in Korea)

  • 김순홍;유병국
    • 유통과학연구
    • /
    • 제12권4호
    • /
    • pp.23-30
    • /
    • 2014
  • Purpose - The purpose of this study is to analyze the efficiency of retail businesses by dividing domestic retailers into discount stores, super supermarkets (SSMs), and department stores. It suggests retail-business investment strategies by using data environment analysis (DEA) to analyze how input elements such as store area, parking lot area, number of employees, and sales management expenses for the convenience of customers positively affect business performance measurements such as sales and visiting customers per day. Research Design, Data, and Methodology - The DEA model calculates a ratio of the weighted mean of various inputs to the weighted mean of various outputs and measures the efficiency of a specific decision making unit (DMU). The study included 19 companies (five discount store DMUs, ten SSM DMUs, and four department store DMUs). Because the business elements and sizes of retail store DMUs used in this analysis are different, average per-store input and output variables were used. Data were collected from "The Yearbook of Retail Industry in Korea (2012)." DEA analysis was used to determine differences in efficiency among discount stores, SSMs, and department stores in terms of the business elements of each retail business. It was also used to determine what business elements were excessively invested in by comparing and analyzing efficiency by business elements using SPSS software's ANOVA (Analysis of Variance). Results - The CCR and BCC efficiency analysis found that the efficiency of discount stores is low. We believe that the saturation state of discount stores is a major factor. The ANOVA analysis confirms the VRS hypothesis with a statistically significant difference among the three groups, based on an analysis confidence interval of 95%. CRS and SE were not found to be significantly different among the three groups. As for the post hoc test, which concretely shows differences by group, the Scheffe's multiple comparison analysis test found the average differences between group 1 (discount stores) and group 2 (SSM) to be statistically significant. Conclusions - The DEA efficiency analysis implies that investment in input elements, including store area, parking lot area, and sales management expenses, were excessive in the case of discount stores, while SSMs need to invest more in promotion activities such as gifts, events, and coupons for customer management. Department stores have found that small companies invest excessively in input elements. Department stores need to invest in differentiated shopping mall complexes. This study was limited in acquiring statistical data; various input variables which might have shown more secure customer management and promotional expenses could not be applied. As the study was limited in various aspects of the efficiency analyses because financial analyses of the companies and of causal relationships, including satisfaction and loyalty of visiting customers, were not done, these aspects will be examined in the next study.

Structurally Enhanced Correlation Tracking

  • Parate, Mayur Rajaram;Bhurchandi, Kishor M.
    • KSII Transactions on Internet and Information Systems (TIIS)
    • /
    • 제11권10호
    • /
    • pp.4929-4947
    • /
    • 2017
  • In visual object tracking, Correlation Filter-based Tracking (CFT) systems have arouse recently to be the most accurate and efficient methods. The CFT's circularly shifts the larger search window to find most likely position of the target. The need of larger search window to cover both background and object make an algorithm sensitive to the background and the target occlusions. Further, the use of fixed-sized windows for training makes them incapable to handle scale variations during tracking. To address these problems, we propose two layer target representation in which both global and local appearances of the target is considered. Multiple local patches in the local layer provide robustness to the background changes and the target occlusion. The target representation is enhanced by employing additional reversed RGB channels to prevent the loss of black objects in background during tracking. The final target position is obtained by the adaptive weighted average of confidence maps from global and local layers. Furthermore, the target scale variation in tracking is handled by the statistical model, which is governed by adaptive constraints to ensure reliability and accuracy in scale estimation. The proposed structural enhancement is tested on VTBv1.0 benchmark for its accuracy and robustness.

국립공원내 홍수피해 저감을 위한 미계측 산림지역의 설계홍수량 추정 (Estimation of Design Flood Runoff in Ungaged Forest Watershed to Reduce Flood Damage within the National Park)

  • 김상민;임상준;이상호;김형호;마호섭;정원옥
    • 한국농공학회논문집
    • /
    • 제51권5호
    • /
    • pp.107-113
    • /
    • 2009
  • The purpose of this study is to estimate the design flood runoff for ungaged forest watershed to reduce the flood damage in national park. Daewonsa watershed in Jirisan National Park was selected as study watershed, of which characteristic factors were obtained from GIS data. Flood runoff was simulated using SCS unit hydrograph module in HEC-HMS model. SCS Curve Number (CN) was calculated from forest type area weighted average method. Huff's time distribution of second-quartile storm of the Sancheong weather station, which is nearest from study watershed, was used for design flood runoff estimation. Critical storm duration for the study watershed was 3 hrs. Based on the critical duration, the peak runoff for each sub-watershed were simulated. It is recommended to monitor the long-term flow data for major stream stations in National Park for a better reliable peak runoff simulation results.

A Novel Routing Algorithm Based on Load Balancing for Multi-Channel Wireless Mesh Networks

  • Liu, Chun-Xiao;Chang, Gui-Ran;Jia, Jie
    • KSII Transactions on Internet and Information Systems (TIIS)
    • /
    • 제7권4호
    • /
    • pp.651-669
    • /
    • 2013
  • In this paper, we study a novel routing algorithm based on load balancing for multi-channel wireless mesh networks. In order to increase the network capacity and reduce the interference of transmission streams and the communication delay, on the basis of weighted cumulative expected transmission time (WCETT) routing metric this paper proposes an improved routing metric based on load balancing and channel interference (LBI_WCETT), which considers the channel interference, channel diversity, link load and the latency brought by channel switching. Meanwhile, in order to utilize the multi-channel strategy efficiently in wireless mesh networks, a new channel allocation algorithm is proposed. This channel allocation algorithm utilizes the conflict graph model and considers the initial link load estimation and the potential interference of the link to assign a channel for each link in the wireless mesh network. It also utilizes the channel utilization percentage of the virtual link in its interference range as the channel selection standard. Simulation results show that the LBI_WCETT routing metric can help increase the network capacity effectively, reduce the average end to end delay, and improve the network performance.

중소벤처기업의 기술가치평가를 위한 할인율 추정에 관한 연구 (A Study on the Estimation of Discount Rate for the Technology Valuation of Small-Sized Venture Firm)

  • 성웅현;양동우
    • 지식경영연구
    • /
    • 제6권1호
    • /
    • pp.19-32
    • /
    • 2005
  • The reliability of technology valuation depends on, among other things, the reliability of the discount rate estimate. The weighted average cost of capital, generally accepted as discount rate, consists of cost of equity and cost of debt. The model used to estimate the cost of equity for publicly traded firms can not be used directly for small-sized venture firms. In addition, the estimation of cost of debt become very difficult, given the limited and volatile price history, because these small-sized venture firms do not have associated credit ratings. Since two kinds of cost of capital for the small-sized venture firms can not be estimated directly from market data, this study suggests statistical frame works for estimating unknown two kinds of cost of capital. The estimates of underlying cost of capital will help determine the size of appropriate discount rate with logical and scientific way when the technology valuation for small-sized venture firms is made. This study also suggests the necessity of the risk premium for the technology competitiveness to improve the estimation of the appropriate discount rate for small-sized venture firms.

  • PDF

WAF기법을 이용한 2차원 유한체적모형의 개발 (Developement of a 2D Numerical Model Using th WAF Method)

  • 한건연;김병현;김태형;이동구
    • 한국수자원학회:학술대회논문집
    • /
    • 한국수자원학회 2008년도 학술발표회 논문집
    • /
    • pp.1742-1746
    • /
    • 2008
  • 지금까지의 대부분의 2차원 수리해석 모형은 상류와 사류가 혼재된 불연속적인 천이류 흐름을 해석하기에 계산의 정확도 및 현실성에서 많은 문제를 보이고 있으며, 특히 계산과정에서 나타날 수 있는 마른하도의 처리에 있어서 많은 어려움을 겪고 있다. 본 연구의 목적은 유한체적기법을 사용하여 상류와 사류가 혼재하는 불연속적인 하천 천이류를 안정적으로 해석하기 위해 개발된 고정확도 수치모형의 자연하도 적용에 있으며, 또한 마른 하도로 전파되는 흐름 모의 및 계산과정에서 나타날 수 있는 마른하도 처리의 어려움을 해결함으로써 모형의 정확도와 안정성을 검증하여 실제 하천에서의 모형 적용성을 검토함에 있다. 이를 위해 본 연구에서는 흐름의 전파양상을 정확하게 반영할 수 있는 상류이송기법인 Godunov 기법과 관심격자의 좌우 격자 정보를 모두 사용하는 대표적 중앙차분기법인 Beam-Warming 기법의 장점을 모두 반영한 가중평균흐름률 (Weighted Average Flux) 기법을 사용하여 사각격자망의 구성을 통해 자연하도에 적용시킬 수 있는 2차원 유한체적모형을 개발하고자 하였고, 개발된 모형의 안정성, 정확도, 적용성을 검증하기 위해 직사각형 수로, 큰 사행비를 가진 만곡수로에 적용하고, 그 결과를 수리모형 실험결과와 비교, 분석하였다.

  • PDF

지형 고도 맵으로부터 기울기와 거칠기 추출 방법 (Slope and Roughness Extraction Method from Terrain Elevation Maps)

  • 진강규;이현식;이윤형;소명옥;신옥근;채정숙;이영일
    • 제어로봇시스템학회논문지
    • /
    • 제14권9호
    • /
    • pp.909-915
    • /
    • 2008
  • Recently, the interests in the development and application of unmaned robots are increasing in various fields including surveillance and reconnaissance, planet exploration, and disaster relief. Unmaned robots are usually controlled from distance using radio communications but they should be equipped with an autonomous travelling function to cope with unexpected terrains and obstacles. This means that they should be able to evaluate terrain's characteristics quantitatively using mounted sensors so as to traverse harsh natural terrains autonomously. For this purpose, this paper presents a method for extracting terrain information, that is, slope and roughness from elevation maps as a prior step of traversability analysis. Slope is extracted using the curve fitting based on the least squares method and roughness using three metrics and their weighted average. The effectiveness of the proposed method is verified on both a fractal map and the world model map of a real terrain.

NXT Mindstorm을 이용한 교육용 이륜 도립진자 로봇 제작 (Implementation of Educational Two-wheel Inverted Pendulum Robot using NXT Mindstorm)

  • 정보환
    • 전자공학회논문지
    • /
    • 제54권7호
    • /
    • pp.127-132
    • /
    • 2017
  • 이 논문에서는 모델 기반 설계에 근거한 이륜 도립진자 로봇의 제어이득을 설계하고 NXT 마인드스톰과 RobotC 언어를 이용하여 수업에 활용 가능한 로봇을 제작 및 실험한다. 이륜 도립진자 로봇은 NXT 마인드스톰, 서보 직류전동기, 자이로 센서, 가속도 센서로 구성된다. 직류전동기에 내장된 엔코더를 이용하여 바퀴의 회전각을 검출하며 이동평균을 이용하여 바퀴의 회전각속도를 계산한다. 자이로 센서는 몸체의 피치 각속도를 측정하며 가속도 센서는 몸체의 피치 각도를 측정한다. 자이로와 가속도의 센서 융합을 통해 몸체 각도를 계산한다. 제어기 이득 요소는 휠 각도, 휠 각속도, 몸체 피치 각도, 몸체 피치 각속도에 대한 가중치이다. 이들 제어이득의 변화에 따른 도립진자 로봇의 변화를 실험하며 유용성을 확인한다.

유치원 여교사(女敎師)와 전업주부(主婦)의 이산화질소 노출비교 및 평가 (Comparative Study on Nitrogen Dioxide Exposure of Female Teachers from Kindergarten and House Wives)

  • 양원호;김순복;배현주;이영미;정문호;정문식
    • 환경위생공학
    • /
    • 제16권1호
    • /
    • pp.1-8
    • /
    • 2001
  • Since most people spend over 80% of their time indoor, indoor air quality tends to be the dominant contributor to personal exposure. In this study, indoor and outdoor $NO_2$concentrations were measured and compared with simultaneously personal exposures of 27 house-wives and female workers of kindergarten. Time activity pattern and house characteristics were used to determine the effects of these factors on personal exposure. Since house-wives student spent most their times in indoor with mean of 89.8%, their $NO_2$ exposure was associated with indoor $NO_2$ level(r= 0.92) rather than outdoor $NO_2$ level(r= 0.87). female workers were also associated with indoor $NO_2$ level(r= 0.70) though sample number were small. Using time-weighted average model, $NO_2$ exposures of house-wives were estimated by $NO_2$ measurements in indoor home and outdoor home levels. Estimated $NO_2$ personal exposures were significantly correlated with measured $NO_2$ personal exposures (r= 0.90). These results might mean that air pollutants exposure of old and feeble persons, and infants could be estimated by measuring concentrations of indoor home.

  • PDF