• Title/Summary/Keyword: 비용 추정모델

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A Study on Developing a Model for Cancer Damage Cost Due to Risk from Benzene in Ulsan Metropolitan City (울산 지역에서 대기중 벤젠으로 인한 암 사망 손실비용 추정 모형에 관한 연구)

  • Lee, Yong-Jin;Kim, Ye-Shin;Shin, Dong-Chun;Shin, Young-Chul
    • Environmental and Resource Economics Review
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    • v.13 no.1
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    • pp.49-82
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    • 2004
  • The study aimed to evaluate cancer damage cost due to risk from benzene inhalation. We performed health risk assessment based on US EPA guideline to estimate annual population risk in Ulsan metropolitan city. Also, we estimated a willingness-to-pay amount for reducing a cancer mortality rate to evaluate a value of statistical life. We combined the annual population risk and the value of statistical life to calculate the cancer damage cost. In the health risk assessment, we applied the benzene unit risk ($2.2{\times}10^{-6}{\sim}7.8{\times}10^{-6}$) in the US EPA'S Integrated Risk Information System to assess the annual population risk. Average concentration of benzene in ambient air is $7.88{\mu}g/m^3$(min: 1.16~max: $23.32{\mu}g/m^3$). We targeted an exposure population of 516,641 persons who aged over 30 years old. Using a Monte-Carlo simulation for uncertainty analysis, we evaluated that the population risk of benzene during ten years in Ulsan city is 2.90 persons (5 percentile: 0.32~95 percentile: 9.11persons). And the monthly average WTP for 5/1,000 cancer mortality reduction during ten years is 14,852 Won(95% C.I: 13,135~16,794 Won) and the implied VSL is 36 million Won(95% C.I: 30~40 million Won). Cancer damage cost due to risk from benzene inhalation during 10 years in Ulsan city is about 104 million Won(5 percentile: 13~95 percentile: 328 million Won). Health benefit cost to reduce a cancer mortality risk of benzene is about 50 million Won is Ulsan metropolitann city. But, it is very important that this cost is not for all health damage cost of cancer mortality in some area. We just recommended a model for evaluating a cancer risk reduction, so we must re-evaluate an integrated application of total VOCs damage cost including benzene.

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Prediction of Resistance Performance for Low-Speed Full Ship using Deep Neural Network (심층신경망을 이용한 저속비대선의 저항성능 추정)

  • TaeWon Park;JangHoon Seo;Dong-Woo Park
    • Journal of the Korean Society of Marine Environment & Safety
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    • v.28 no.7
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    • pp.1274-1280
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    • 2022
  • The resistance performance evaluation of general ships using computational fluid dynamics requires a lot of time and cost, and various methods are being studied to reduce the time and cost. Existing methods using main particulars or cross sections of ships have limitations in estimating resistance performance that is greatly dependent on the shape of the ship. In this paper, we propose a deep neural network model that can quickly predict the resistance performance of the hull surface by inputting the geometric information of the hullform mesh. The proposed deep neural network model based on Perceiver IO can immediately predict resistance performance, unlike computational fluid dynamics techniques that require calculation in each time step. It shows the result of estimating the resistance performance with an average error of less than 1% in the data set for a 50 K tanker ship, a type of low-speed full ship.

FBX Format Animation Generation System Combined with Joint Estimation Network using RGB Images (RGB 이미지를 이용한 관절 추정 네트워크와 결합된 FBX 형식 애니메이션 생성 시스템)

  • Lee, Yujin;Kim, Sangjoon;Park, Gooman
    • Journal of Broadcast Engineering
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    • v.26 no.5
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    • pp.519-532
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    • 2021
  • Recently, in various fields such as games, movies, and animation, content that uses motion capture to build body models and create characters to express in 3D space is increasing. Studies are underway to generate animations using RGB-D cameras to compensate for problems such as the cost of cinematography in how to place joints by attaching markers, but the problem of pose estimation accuracy or equipment cost still exists. Therefore, in this paper, we propose a system that inputs RGB images into a joint estimation network and converts the results into 3D data to create FBX format animations in order to reduce the equipment cost required for animation creation and increase joint estimation accuracy. First, the two-dimensional joint is estimated for the RGB image, and the three-dimensional coordinates of the joint are estimated using this value. The result is converted to a quaternion, rotated, and an animation in FBX format is created. To measure the accuracy of the proposed method, the system operation was verified by comparing the error between the animation generated based on the 3D position of the marker by attaching a marker to the body and the animation generated by the proposed system.

Strategies and Cost Model for Spatial Data Stream Join (공간 데이터스트림을 위한 조인 전략 및 비용 모델)

  • Yoo, Ki-Hyun;Nam, Kwang-Woo
    • Journal of Korea Spatial Information System Society
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    • v.10 no.4
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    • pp.59-66
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    • 2008
  • GeoSensor network means sensor network infra and related software of specific form monitoring a variety of circumstances over geospatial. And these GeoSensor network is implemented by mixing data stream with spatial attribute, spatial relation. But, until a recent date sensor network system has been concentrated on a store and search method of sensor data stream except for a spatial information. In this paper, we propose a definition of spatial data stream and its join strategy model at GeoSensor network, which combine data stream with spatial data. Spatial data stream s defining in this paper are dynamic spatial data stream of a moving object type and static spatial data stream of a fixed type. Dynamic spatial data stream is data stream transmitted by moving sensor as GPS, while static spatial data stream is generated by joining a data stream of general sensor and a relation with location values of these sensors. This paper propose joins of dynamic spatial data stream and static spatial data stream, and cost models estimating join cost. Finally, we show verification of proposed cost models and performance by join strategy.

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A Study on the Scale Effort Estimation Model based on Industry Characteristics (산업별 특성에 따른 소요공수 규모 산정 모델 연구)

  • Kwoak, Song-Hae;Park, Koo-Rack;Kim, Dong-Hyun
    • Journal of Digital Convergence
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    • v.14 no.11
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    • pp.233-240
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    • 2016
  • Information system development projects, have a mechanism for many of the costs generated by a variety of risk factors. In general, the probability that the software project of the information system is carried out successfully in the delivery time is very low. This prediction of a formal cost is needed as the most important factor since it can prevent the project from being failed. However, objectivity of most of the project scale calculation during the calculation criteria is insufficient. Further, it is the actual situation that the management of the base line is not properly made during the project. Therefore, in this paper, we propose a model to calculate the number of steps it takes to develop on the basis of a methodology in an attempt to overcome the limitation of being unpractical in the early stage of the information system development project. It is expected to be a tool to estimate the effort and cost required by the information system development business through these convergence proposals model.

Estimation of gas diffusion coefficients through membrane considered by standing time (유지시간을 고려한 막내 기체 확산계수의 추정)

  • 민벙희;이우태
    • Proceedings of the Membrane Society of Korea Conference
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    • 1994.04a
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    • pp.45-46
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    • 1994
  • 기체분리막의 성능을 평가하기 위한 Manometric method의 몇가지 투과측정장치 중, High-Vacuum technique는 기체 투과계수, 확산계수 및 용해도계수의 정확한 값을 얻는데 가장 유용한 장치이다. 그러나 이 장치는 비용이 비싸고, 조작법이 복잡하며, 투과실험시 계 내의 투과측의 농도를 분석할 수 없고, 측정시간이 많이 걸리는 단점이 있다. 따라서 보다 간단하고 일반적인 측정장치는 막내 기체 확산계수의 측정에는 정확도가 떨어지지만, Low-Vacuum Technique 측정장치가 더 많이 사용되고 있다. Volumetric method는 조작법이 간단하며, 계 내의 농도분석이 가능하고, 측정시간이 빠르며, 비용이 적게 드는 장점이 있다. 일반적으로 Volumetric 투과특정장치로 투과계수는 얻었지만, 확산계수에 대해서는 극소수의 연구자들만이 언급하고 있다. 이는 실험하는 방법의 어려움과 기체의 막내 농도분포에 대해 수학적으로 적합한 모델의 해를 얻지 못한데 있다. 최근데 Lee 등은 Volumetric method을 이용한 확산계수의 평가에 대해 연구하여 신뢰성 있는 결과를 보여주었다. 따라서 본 실험은 Volumetric method를 이용하여 막내 기체 확산계수의 측정을 위해 온도, 압력및 분자직경에 따라 Standing time의 예측에 대해 검토하였다.

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Optimal Nursing Workforce and Financial Cost to Provide Comprehensive Nursing Service in the National Health Insurance System (국민건강보험 간호·간병통합서비스의 전면 도입을 위한 간호인력 및 재정비용 추계)

  • Kim, Jinhyun;Kim, Sung-jae;Lee, Eunhee
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.18 no.6
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    • pp.119-128
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    • 2017
  • This study estimated the optimal nursing workforce and financial costs of providing comprehensive nursing services at hospitals under the national health insurance system. Data on registered nurses, nursing aids, medical institutions, and number of patients were obtained from the Health Insurance Review and Assessment Service. The optimal size of the nursing workforce was calculated using the workload model. A bottom-up approach was used to estimate the annual total financial cost of comprehensive nursing services. The number of registered nurses and nursing aids would need to be increased by 81.75% and 83.23%, respectively, in order to fully apply comprehensive nursing care on a national scale. The additional financial costs for comprehensive nursing services at all hospitals was estimated to be as much as 110.39% of the current cost. For the comprehensive nursing service, nurses with a career and newcomers need to be retained at their hospitals, and the validity of the nurse-patient ratio should be continuously checked. The financial shock to the national health insurance system could be minimized by gradually extending the system to all hospitals.

Development of a Calculating Model for Local Index Based on Historical Data of Public Apartment Buildings (공공아파트 실적데이터 기반의 지역지수 산정 모델 개발)

  • Lim, Dae-Hee;Lee, Seung-Hoon;Seo, Yong-Chil
    • Journal of the Korea Institute of Building Construction
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    • v.10 no.2
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    • pp.75-80
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    • 2010
  • With the intensifying of price competition and structural diversifications, the uncertainty of the domestic housing market has been increased. This highlights the importance of the planning stage of construction projects, and the increased need for a higher level of accuracy in approximate estimates. Currently, a number of research and development programs to calculate construction cost at the initial planning stage are being conducted. However, there are few cases in which local characteristics are considered in deriving the results. If local calibration can be conducted during estimates, more accurate cost estimates will be enabled. This could also play a major role in ensuring the success of a project. Therefore, the purpose of this research is to develop a calculation methodology and a model for a local index based on the historical data of public apartment buildings, and to derive a local index that supports accurate construction cost estimates.

Comparison of FDTD Computed and Measured SAR of Hand-Held Mobile phone (FDTD 계산과 측정에 의한 휴대폰 SAR 비교)

  • 홍수원;오학태;박천식
    • The Journal of Korean Institute of Electromagnetic Engineering and Science
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    • v.11 no.7
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    • pp.1161-1167
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    • 2000
  • SAR 추정시스템에 사용되는 phantom의 FDTD 모델에 휴대폰을 병합시켜 측정시켜 추정시스템과 동일한 상황으로 구현하영 계산한 결과, 측정값과 오차 범위 ±10%내로 확인하였으며 또한, Om P. Gandhi의 결과 오차±20%를 개선하였다. 이로써 단지 경험에 의존하거나, 제품의 완성된계에서의 별개의 작업으로 SAR을 고려하는 것이 아니라, 설계 단계에서 정량적으로 SAR이 고려된 휴대폰을 개발할 수 있는 방법을 제안하였다. 즉, 제안된 방법을 이용하여 휴대폰의 통화품질 개선과 SAR 저감을 동시에 만족시키는 양질의 휴대폰 개발이 가능할 석으로 개대한다. 특히, 이방법은 새로운 휴대폰 개발에 소용되는 비용과 시간을 대폭 줄일 수 있는 장점이 있다.

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Estimation of Weight Coefficients of Residual DPCM based on L1 Regularization in HEVC Format Range Extension (HEVC 확장 표준 내 Residual DPCM 을 위한 L1 정규화 기반의 가중 계수 추정 기법)

  • Ryu, Su-Kyung;Kang, Je-Won
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2016.06a
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    • pp.373-374
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    • 2016
  • Residual Differnetial pulse-code Modulation (RDPCM) 기법은 비디오의 압축을 위한 시간 및 공간 예측 후 남은 잔여신호를 인접 화소를 이용하여 추가적인 중복정보를 제거하는 기법을 의미한다. 본 논문에서는 우선 잔차 신호의 예측을 위하여 인접 화소 사이 선형 가중 합으로 예측 모델을 세우고, 각 가중치를 $L_1$ 정규화를 포함하는 비용함수를 통해 추정함으로써 보다 효율적인 부호화 성능을 제공하는 알고리즘을 제안한다.

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