• 제목/요약/키워드: Weight estimating model

검색결과 117건 처리시간 0.028초

인공지반에서 금잔디의 증발산량 예측에 관한 연구 -퍼라이트 배합토에서 Makkink의 일사법을 이용하여- (A Study on the Estimation of Zoysia matrella's Evaporation Using Makkink Model)

  • 김도경;황지환
    • 한국조경학회지
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    • 제29권1호
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    • pp.161-167
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    • 2001
  • The purpose of this study is to find out the difference of Zoysia matrella's evaporation in between 100 percent soil and mixed soil with 50 percent of perlite to create green spaces on the artificial ground. It is believed that the weight against the artificial ground will be reduced, provided the vegetation is possible in the circumstance of the mixed sol with 50 percent of perlite. The study employed a modified Makkink's model by Iwasa who had developed the model for estimating Zoysia matrella's evaporation in the natural ground using the Makkink's formula in 1997 at Chiba University, Japan. The parameter of Makkink's formula is the solar radiation. For that reason, the Makkink's formula is simple and easy to measure the parameter and has a high utility. If the outcomes from mixed soil are close to modified Makkinks formula, the modified Makkink's formula will be applied to estimate in the artificial ground with mixed soil with 50 percent of perlite. Weather observation and actual amount of evaporation of Zoysia matrella have been measured, and the relation between weather condition and actual amount of evaporation had been also investigated. In line with this, we found out that there is a relevant relationship between daily average temperature, the modified Makkink's model by Iwasa, and the actual amount of evaporation. As the results of the experiment, the outcomes from mixed soil with 50 percent of perlite have very high relation to 100 percent soil. In addition, mixed soil has more adhesion with water than natural soil. However, it needs to be adequately maintained in terms of fertilization and damage from disease and harmful insects until the gras fastens its roots into the soil. By using mixed soil with 50 percent of perlite, the load from soil on the artificial ground can be reduced. The study on the growth of the grass throughout the plant vegetation and the actual amount of evaporation in the mixed soil with 50 percent of perlite should be performed in the future.

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도시 소유역 내 내수침수 위험도 평가 : 강우 시간분포 및 이중배수체계 모형을 중심으로 (Risk assessment for inland flooding in a small urban catchment : Focusing on the temporal distribution of rainfall and dual drainage model)

  • 이재현;박기홍;전창현;오재일
    • 상하수도학회지
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    • 제35권6호
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    • pp.389-403
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    • 2021
  • In this study, dual drainage system based runoff model was established for W-drainage area in G-si, and considering the various rainfall characteristics determined using Huff and Mononobe methods, the degree of flooding in the target area was analyzed and the risk was compared and analyzed through the risk matrix method. As a result, the Monobe method compared to the Huff method was analyzed to be suitable analysis for flooding of recent heavy rain, and the validity of the dynamic risk assessment considering the weight of the occurrence probability as the return period was verified through the risk matrix-based analysis. However, since the definition and estimating criteria of the flood risk matrix proposed in this study are based on the return period for extreme rainfall and the depth of flooding according to the results of applying the dual drainage model, there is a limitation in that it is difficult to consider the main factors which are direct impact on inland flooding such as city maintenance and life protection functions. In the future, if various factors affecting inland flood damage are reflected in addition to the amount of flood damage, the flood risk matrix concept proposed in this study can be used as basic information for preparation and prevention of inland flooding, as well as it is judged that it can be considered as a major evaluation item in the selection of the priority management area for sewage maintenance for countermeasures against inland flooding.

인간의 비언어적 행동 특징을 이용한 다중 사용자의 상호작용 의도 분석 (Interaction Intent Analysis of Multiple Persons using Nonverbal Behavior Features)

  • 윤상석;김문상;최문택;송재복
    • 제어로봇시스템학회논문지
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    • 제19권8호
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    • pp.738-744
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    • 2013
  • According to the cognitive science research, the interaction intent of humans can be estimated through an analysis of the representing behaviors. This paper proposes a novel methodology for reliable intention analysis of humans by applying this approach. To identify the intention, 8 behavioral features are extracted from the 4 characteristics in human-human interaction and we outline a set of core components for nonverbal behavior of humans. These nonverbal behaviors are associated with various recognition modules including multimodal sensors which have each modality with localizing sound source of the speaker in the audition part, recognizing frontal face and facial expression in the vision part, and estimating human trajectories, body pose and leaning, and hand gesture in the spatial part. As a post-processing step, temporal confidential reasoning is utilized to improve the recognition performance and integrated human model is utilized to quantitatively classify the intention from multi-dimensional cues by applying the weight factor. Thus, interactive robots can make informed engagement decision to effectively interact with multiple persons. Experimental results show that the proposed scheme works successfully between human users and a robot in human-robot interaction.

Bridge widening with composite steel-concrete girders: application and analysis of live load distribution

  • Yang, Yue;Zhang, Xiaoguang;Fan, Jiansheng;Bai, Yu
    • Advances in concrete construction
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    • 제3권4호
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    • pp.295-316
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    • 2015
  • A bridge widening technology using steel-concrete composite system was developed and is presented in this paper. The widened superstructure system consists of a newly built composite steel-concrete girder with concrete deck and steel diaphragms attached to the existing concrete girders. This method has been applied in several bridge widening projects in China, and one of those projects is presented in detail. Due to the higher stiffness-to-weight ratio and the rapid erection of composite girders, this widening method reveals benefits in both mechanical performance and construction. As only a few methods for the design of bridges with different types of girders are recommended in current design codes, a more accurate analytical method of estimating live load distribution on girder bridges was developed. In the analytical model, the effects of span length, girder pacing, diaphragms, concrete decks were considered, as well as the torsional and flexural stiffness of both composite box girders and concrete T girders. The study shows that the AASHTO LRFD specification procedures and the analytical models proposed in this paper closely approximate the live load distribution factors determined by finite element analysis. A parametric study was also conducted using the finite element method to evaluate the potential load carrying capacities of the existing concrete girders after widening.

원더링 분포를 고려한 도로포장 평탄성 지수의 가중치 산정기법 개발 (Development of Weigh Calculation Method for Pavement Roughness Index Considering Vehicle Wandering Distribution)

  • 이재훈;손덕수;박제진;조윤호
    • 한국도로학회논문집
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    • 제19권5호
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    • pp.89-96
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    • 2017
  • PURPOSES: This study aims to develop a rational procedure for estimating the pavement roughness index considering vehicle wandering. METHODS : The location analysis of the passing vehicle in the lane was performed by approximately 1.2 million vehicles for verification of the wandering distribution. According to verification result, the distribution follows the normal distribution pattern. The probability density function was estimated using each lane's wandering distribution model. Then the procedure for applying a weighted value into the lane profile was conducted using this function. RESULTS : The modified index, MRIw, with consideration towards applying the wandering weighted value application was computed then compared with MRI. It was found that the Coefficient of Variation for distribution of lateral roughness index in the lane was high in the case of a large difference between each index (i.e., MRIw and MRI) observed. CONCLUSIONS : This result confirms that the new procedure with consideration of the weight factor can successfully improve the lane representative characteristics of the roughness index.

Forcing a Closer Fit in the Lower Tails of a Distribution for Better Estimating Extremely Small Percentiles of Strengths

  • Guess, Frank-M.;Leon, Ramon-V.;Chen, Weiwei;Young, Timothy-M.
    • International Journal of Reliability and Applications
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    • 제5권4호
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    • pp.129-145
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    • 2004
  • We use a novel, forced censoring technique that closer fits the lower tails of strenth distributions to better estimate extremly smaller percentiles for measuring progress in continuous improvement initiatives. These percentiles are of greater interest for companies, government oversight organizations, and consumers concerned with safely and preventing accidents for many products in general, but specifically for medium density fiberboard (MDF). The international industrial standard for MDF for measuring highest quality is internal bond (IB, also called tensile strengh) and its smaller percentiles are crucial, especially the first percentile and lower ones. We induce censoring at a value just above the median to weight lower observations more. Using this approach, we have better fits in the lower tails of the distribution, where these samller percentiles are impacted most. Finally, bootstrap estimates of the small percentiles are used to demonstrate improved intervals by our forced censoring approach and the fitted model. There was evidence from the study to suggest that MDF has potentially different failure modes for early failures. Overall, our approach is parsimonious and is suitable for real time manufacturing settings. The approach works for either strengths distributions or lifetime distributions.

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Results Of Mathematical Modeling Of Organizational And Technological Solutions Of Effective Use Of Available Resource Of Modern Roofs

  • Arutiunian, Iryna;Mishuk, Katerina;Dankevych, Natalia;Yukhymenko, Artem;Anin, Victor;Poltavets, Maryna;Sharapova, Tetiana
    • International Journal of Computer Science & Network Security
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    • 제21권1호
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    • pp.49-54
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    • 2021
  • Relative to the outer surface of the mastic coating, the reliability of the available waterproofing resource is determined by the ability to stabilize the structural characteristics in difficult climatic conditions. Organic components of mastic as a result of solar radiation, elevated temperatures and their alternating change, atmospheric oxidants, especially in industrial areas, have a tendency to self-polymerization and loss of low molecular weight components. This is the gradual loss of deformability and the transition to brittleness with its tendency to crack as the reasons for the gradual transition from normal to emergency operating condition.The presented mechanism of functioning of the coating surface indicates the expediency of increasing its components, able to stabilize the structure and prevent changes in deformability.Durability, hydrophobicity, water displacement, water absorption are accepted as estimating indicators. The main dependences of the influence of the lost additional components of mastic on the operational properties of the formed coating characterize the ability to provide successful resistance to environmental influences and longer stability. As a result, mastic acquires additional service life.

사례기반추론 코스트 모델의 정성변수 속성가중치 산정방법 (A Method of Assigning Weight Values for Qualitative Attributes in CBR Cost Model)

  • 이현수;김수영;박문서;지세현;성기훈;편재호
    • 한국건설관리학회논문집
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    • 제12권1호
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    • pp.53-61
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    • 2011
  • 건축 프로젝트는 그 다양성과 특수성으로 인해 많은 불확실성을 갖고 있다. 이러한 불확실성을 해소하기 위해 공사비 예측은 건축 프로젝트의 전 과정에 걸쳐 반복적으로 이루어져야 하며 특히 초기단계의 공사비 예측은 효과적인 사업 추진을 위해 매우 중요한 과정이다. 통상 초기단계 공사비 예측은 과거에 수행되었던 실적공사와의 비교를 기반으로 하며, 이러한 원리를 이용한 기계학습방법이 사례기반추론이다. 사례기반추론은 해결하고자 하는 문제와 유사한 사례를 데이터베이스에서 검색, 수정하여 해답을 얻는 방법으로 이를 위해서는 속성 유사도와 속성 가중치의 정의가 필요하다. 그러나 속성 가중치를 결정하는 문제에 있어서, 기존의 방법들은 정성변수의 속성 가중치 결정이 불가능하다는 단점이 있으며, 이는 사례기반추론에 사용할 수 있는 변수를 한정시키기 때문에 공사비 예측의 정확성을 저해시키는 요인이 되고 있다. 따라서 본 연구는 최적화 문제를 해결하는 기법의 하나인 유전 알고리즘을 이용하여 정성변수의 속성 가중치 결정 방법을 제안하고, 이를 국방 병영생활관과 공공아파트에 적용하여 그 유효성을 검증하였다.

시스템 복잡도를 적용한 COSMIC-FFP 기반 소프트웨어 개발노력 추정 모델 (A Model to Estimate Software Development Effort Based on COSMIC-FFP Using System Complexity)

  • 박상기;박만곤
    • 한국멀티미디어학회논문지
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    • 제13권11호
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    • pp.1575-1585
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    • 2010
  • 성공적인 프로젝트 수행을 위해서 개발초기 단계에서 소프트웨어 개발노력 등 자원을 예측하는 것은 매우 중요하다. 그리고 이는 소프트웨어 규모를 통해 가능하며, 소프트웨어 규모 산정 방식의 최근 동향은 프로그램 라인 수(LOC)와 같은 개발자 관점의 접근방식 보다는 사용자가치 중심의 산정방식인 기능점수 분석기법(FPA)을 보다 선호하고 있다. 따라서 본 논문에서는 사례연구를 통해 실제 투입되는 개발노력을 측정하고, 완전기능점수 기법 매뉴얼에 따라 COSMIC Function Point를 직접 계산하였다. 그리고 산출된 데이터에 대한 회귀분석을 통해 COSMIC-FFP기반 소프트웨어 개발노력 추정 모델을 제안한다. 그리고, COSMIC-FFP 기법은 규모를 추정하는데 필요한 기능 요소들에 대한 가중치를 적용하지 않는 단점이 있다. 따라서, 본 연구에서는 제안된 모델의 정확성을 높이기 위해 시스템 복잡도를 가중치로 적용하며, 가중치 추정을 위한 모델도 제안한다.

밀폐계 가연성 목재분진의 폭발에너지와 산소소모율에 관한 연구 - Part I: 폭발에너지의 정량화 및 폭발효율 (A Study on the Oxygen Consumption Rate and Explosion Energy of Combustible Wood Dust in Confined System - Part I: Quantification of Explosion Energy and Explosive Efficiency)

  • 김윤석;이민철;이근원;이동호
    • 한국안전학회지
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    • 제31권4호
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    • pp.55-63
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    • 2016
  • A dust explosion is a phenomenon of strong blast wave propagation involving destruction which results from dust pyrolysis and rapid oxidation in a confined space. There has been some research done to find individual explosion characteristics and common physical laws for various dust types. However, there has been insufficient number of studies related to the heat of combustion of materials and the oxygen consumption energy about materials in respect of dust explosion characteristics. The present study focuses on the relationship between dust explosion characteristics of wood dust samples and oxygen consumption energy. Since it is difficult to estimate the weight of suspended dust participating in explosions in dust explosion and mixtures are in fuel-rich conditions concentrations with equivalent ratios exceeding 1, methods for estimating explosion overpressure by applying oxygen consumption energy based on unit volume air at standard atmospheric pressure and temperature are proposed. In this study an oxygen consumption energy model for dust explosion is developed, and by applying this model to TNT equivalent model, initial explosion efficiency was calculated by comparing the results of standardized dust explosion experiments.