• Title/Summary/Keyword: representative probability distribution

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Method determining level of Noise Factor of Taguchi Method under various probability distribution (다양한 확률분포 하에서 다구찌 기법의 잡음인자 수준 정하는 기법)

  • Ree, Sang-Bok
    • Journal of Korean Society for Quality Management
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    • v.37 no.4
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    • pp.10-15
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    • 2009
  • In this paper, we propose new methods which is to determine level of noise factor. Even Taguchi give level of noise factor which is best(or maximum) and worst(or minimum) condition, we give level of noise factor which is representative value by observing noise factor frequency. Sometimes level of noise factor is given one, two and three. We know this method is more fit in real fields.

Evaluation of the Clark Unit Hydrograph Parameters Considering Basin and Meteorologic at Conditions : 1. Selection and Analysis of Representative Storm Events (유역 및 기상상태를 고려한 Clark 단위도의 매개변수 평가: 1. 대표 호우사상의 선정 및 분석)

  • Yoo, Chul-Sang;Kim, Kee-Wook;Lee, Ji-Ho
    • Journal of Korea Water Resources Association
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    • v.40 no.2 s.175
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    • pp.159-170
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    • 2007
  • This study evaluated the parameters of Clark unit hydrograph (UH) estimated using the rainfall-runoff measurements and evaluated their variability. This also includes the quantification of basin and meteorological factors using probability density functions, selection of storm events with mean affecting factors, and derivation of average parameters of the Clark UH from storm events selected. Summarizing the results from this procedure are as follows. (1) It is not easy to avoid much uncertainty on the decision of runoff characteristics (that is, the concentration time and storage coefficient) even with some rainfall-runoff events are available. (2) As the distribution function of concentration time is very skewed, a simple arithmetic mean may lead a biased estimate. That is, the arithmetic mean based on the normal distribution can not be representative anymore. The mode may well be the representative in this case. On the other hand, the storage coefficient shows a symmetric distribution function, so the arithmetic mean may be used use for its representative. For the basin in this study, the concentration time in this study is estimated to be about 7 hours, and the storage coefficient about 22 hours.

A Statistical Study of CMP Process in Various Scales (CMP 프로세스의 통계적인 다규모 모델링 연구)

  • 석종원
    • Transactions of the Korean Society of Mechanical Engineers A
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    • v.27 no.12
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    • pp.2110-2117
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    • 2003
  • A physics-based material removal model in various scales is described and a feature scale simulation for a chemical mechanical polishing (CMP) process is performed in this work. Three different scales are considered in this model, i.e., abrasive particle scale, asperity scale and wafer scale. The abrasive particle and the asperity scales are combined together and then homogenized to result in force balance conditions to be satisfied in the wafer scale using an extended Greenwood-Williamson and Whitehouse-Archard statistical model that takes into consideration the joint distribution of asperity heights and asperity tip radii. The final computation is made to evaluate the material removal rate in wafer scale and a computer simulation is performed for detailed surface profile variations on a representative feature. The results show the dependence of the material removal rate on the joint distribution, applied external pressure, relative velocity, and other operating conditions and design parameters.

Life Cycle Cost Method by Segregation of Safety and Function (기능특성을 고려한 생애주기 비용함수)

  • Lee, Joon-Gu;Kim, Han-Jung;Yoon, Seong-Su;Choi, Won;Lee, Hyung-Jin;Kim, Jong-Ok;Jung, Nam-Su;Lee, Jeong-Jae
    • Journal of The Korean Society of Agricultural Engineers
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    • v.50 no.6
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    • pp.61-71
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    • 2008
  • An advanced model for assessing life cycle cost of the facility containing several subdivisions has been proposed with systems engineering approach. This model evaluates the maintenance cost in the sphere of the safety as well as in that of its functionality. The proposed approach has been shown to be more reasonable and practical than existing models. The serviceability and reasonability have been proved through evaluating life cycle cost of the reservoir which is a representative agricultural facility. In addition, the proposed method is helpful to make a maintenance strategy using the survival probability in the point of safety and functionality.

Environmental features of the distribution areas and climate sensitivity assesment of Korean Fir and Khinghan Fir (구상나무와 분비나무분포지의 환경 특성 및 기후변화 민감성 평가)

  • Park, Hyun-Chul;Lee, Jung-Hwan;Lee, Gwan-Gyu;Um, Gi-Jeung
    • Journal of Environmental Impact Assessment
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    • v.24 no.3
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    • pp.260-277
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    • 2015
  • The object of this study was the climate change sensitivity assessment of Korean Fir and Khinghan Fir as a representative subalpine plant in South Korea. Using species distribution models, we predicted the probability of current and future species distribution. According to this study, potential distribution that have been predicted based on the threshold (MTSS) is, Khinghan Fir was higher loss rate than Korean Fir. And in the climate change sensitivity assessment using the scalar sensitivity weight ($W_{is}$), $W_{is}$ of Korean Fir was higher relatively than the sensitivity of Khinghan Fir. When using the species distribution models as shown in this study may vary depending on the probability of presence data and spatial variables. Therefore should be prior decision studies on the ecological environment of the study species. Based on this study, if it is domestic applicable climate change sensitivity assessment method is developed. it would be important decision-making to climate change and biological diversity of adaptation policy.

The Effect of Corporate Taxpayer's Compliance with Tax Audit: A Case Study in Indonesia

  • MUKIYIDIN, Mukiyidin;MUDA, Iskandar;KHOLIS, Azizul
    • The Journal of Asian Finance, Economics and Business
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    • v.8 no.5
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    • pp.717-725
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    • 2021
  • The study answers the awareness of taxpayers, tax authority services, tax socialization, tax collection, and account representative's controlling (monitoring) for compliance of the corporate Taxpayer. The study also examines the moderating effect of the tax audit to control the corporate Taxpayer's compliance. In this study, the method of non-probability sampling was used. The research data was gathered by handing out questionnaires at the Medan Kota Tax Office in Indonesia. The SEM method was used for data analysis through Lisrel 8.8 program. The findings of the study concluded that tax collection has a significant positive effect on corporate taxpayer's compliance and Tax audit moderates the relation between tax authority services and the account representative's controlling (monitoring) with corporate taxpayers' compliance. Also, tax socialization and account representative's controlling (monitoring) have a positive effect on the corporate taxpayer's compliance. In contrast, variables of taxpayer's awareness and tax authority services have a negative impact. Furthermore, tax audit does not moderate the relation between taxpayer awareness, tax socialization, and tax collection with the corporate taxpayer's compliance at Medan Kota Tax Office Indonesia. The findings suggest the Indonesian policymakers and tax authorities must create corporate legislation to handle compliance by leveraging the loopholes in tax legislation law and the tax audit system.

Repair Cost Analysis for RC Structure Exposed to Carbonation Considering Log and Normal Distributions of Life Time (탄산화에 노출된 철근콘크리트 구조물의 로그 및 정규 수명분포를 고려한 보수비용 해석)

  • Woo, Sang-In;Kwon, Seung-Jun
    • Journal of the Korean Recycled Construction Resources Institute
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    • v.6 no.3
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    • pp.153-159
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    • 2018
  • Many researches have been carried out on carbonation, a representative deterioration in underground structure. The carbonation of RC (Reinforced Concrete) structure can cause steel corrosion through pH drop in concrete pore water. However extension of service life in RC structures can be obtained through simple surface protection. Unlike the conventional deterministic maintenance technique, probabilistic technique can consider a variation of service life but it deals with only normal distributions. In the work, life time-probability distributions considering not only normal but also log distributions are induced, and repair cost estimation technique is proposed based on the induced model. The proposed technique can evaluate the repair cost through probabilistic manner regardless of normal or log distribution from initial service life and extended service life with repair. When the extended service life through repair has log distribution, repair cost is effectively reduced. The more reasonable maintenance strategy can be set up though actual determination of life-probability distribution based on long term tests and field investigations.

International Trends in Risk Management of Groundwater Radionuclides (지하수 중 자연방사성물질의 위해성 관리에 대한 고찰)

  • 신동천;김예신;문지영;박화성;김진용;박선구
    • Environmental Analysis Health and Toxicology
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    • v.17 no.4
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    • pp.273-284
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    • 2002
  • At present, the health risks associated with the natural radionuclides of ground water have become a concern as potential social problems. However, there are no regulatory actions or control strategies for such risks. Therefore, we have investigated and discussed the risks and associated management strategies for radionuclides in other countries. US EPA has proposed MCL (300 pCi/L) and AMCL (4,000 pCi/L) for radon, and 30 ppb for uranium, 15 pCi/L for gross-alpha and 5 pCi/L for radium as final MCLs. Also, Canada, WHO and European countries have their inherent management levels. Finally, we suggested several criteria for setting guidelines in our countries including exposure related criteria such as geological distribution, occurrence, exposure probability distribution, exposure population and multimedia exposure assessment, acceptable risk, and cost -benefit analysis. The national-scale exposure and risk assessment, and economic analysis should be conducted for producing and aggregating the representative information on these criteria.

AWGN Removal using Laplace Distribution and Weighted Mask (라플라스 분포와 가중치 마스크를 이용한 AWGN 제거)

  • Park, Hwa-Jung;Kim, Nam-Ho
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.25 no.12
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    • pp.1846-1852
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    • 2021
  • In modern society, various digital devices are being distributed in a wide range of fields due to the fourth industrial revolution and the development of IoT technology. However, noise is generated in the process of acquiring or transmitting an image, and not only damages the information, but also affects the system, causing errors and incorrect operation. AWGN is a representative noise among image noise. As a method for removing noise, prior research has been conducted, and among them, AF, A-TMF, and MF are the representative methods. Existing filters have a disadvantage that smoothing occurs in areas with high frequency components because it is difficult to consider the characteristics of images. Therefore, the proposed algorithm calculates the standard deviation distribution to effectively eliminate noise even in the high frequency domain, and then calculates the final output by applying the probability density function weight of the Laplace distribution using the curve fitting method.

Outage Performance of Uplink NOMA Systems with CDF Scheduling (CDF 스케쥴링을 적용한 상향링크 NOMA 시스템의 오수신 성능)

  • Kim, Nam-Soo
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.21 no.4
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    • pp.37-42
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    • 2021
  • NOMA (Non-orthogonal multiple Access) system has been focused on the next generation cellular system for higher spectral efficiency. However, this requires user scheduling as the NOMA system is a multi-user system which accesses simultaneously. There are two representative scheduling schemes, proportionate scheduling (FP) and cumulative distribution function (CFD) scheduling. The PF scheduling is applied, the cell edge user is hard to obtain a transmit opportunity. Recently, CDF scheduling is obviously noted that it offers the same possibility of transmission for a user regardless of the location in a cell. We consider an uplink NOMA system with CDF scheduling, and obtain the channel access probabilities, the outage probabilities of the system with different number of users and different kinds of weights through simulation. The results indicate that the likelihood of each user accessing the channel is the same and the probability of failure decreases as the number of users increases. We found that the effect of the probability of failure is negligible as the weight of the cell edge user increases.