• 제목/요약/키워드: Marginal Distribution

검색결과 265건 처리시간 0.029초

전력시장에 적용할 송전손실 처리방법에 관한 연구 (A New Method to Process Transmission Losses in Power Market Operation)

  • 한세영;노경수
    • 대한전기학회:학술대회논문집
    • /
    • 대한전기학회 2004년도 하계학술대회 논문집 A
    • /
    • pp.70-72
    • /
    • 2004
  • The paper proposes a new method to process transmission losses in power market operation using loss distribution factors and then compares the proposed method with the one using marginal loss factors. Effectiveness of the algorism is verified by a computer simulation.

  • PDF

Multivariate Modified Discrete Distributions

  • Lingappaiah, G.S.
    • Journal of the Korean Statistical Society
    • /
    • 제15권1호
    • /
    • pp.71-78
    • /
    • 1986
  • In this paper, multivariate discrete distribution is dealt with, where a set of r distinct counts are misreported as another set of r counts. First, the variance for the one variable marginal case is expressed in the form of an inverted parabola. Next, for the multivariate negative binomial case, elements of the covariance matrix are evaluated with reference to asymptotic distributions. Finally, for the same case of multivariate negative binomial, Bayesian estimates of the parameters and of the modification rates are provided.

  • PDF

Removing Out - Of - Distribution Samples on Classification Task

  • Dang, Thanh-Vu;Vo, Hoang-Trong;Yu, Gwang-Hyun;Lee, Ju-Hwan;Nguyen, Huy-Toan;Kim, Jin-Young
    • 스마트미디어저널
    • /
    • 제9권3호
    • /
    • pp.80-89
    • /
    • 2020
  • Out - of - distribution (OOD) samples are frequently encountered when deploying a classification model in plenty of real-world machine learning-based applications. Those samples are normally sampling far away from the training distribution, but many classifiers still assign them high reliability to belong to one of the training categories. In this study, we address the problem of removing OOD examples by estimating marginal density estimation using variational autoencoder (VAE). We also investigate other proper methods, such as temperature scaling, Gaussian discrimination analysis, and label smoothing. We use Chonnam National University (CNU) weeds dataset as the in - distribution dataset and CIFAR-10, CalTeach as the OOD datasets. Quantitative results show that the proposed framework can reject the OOD test samples with a suitable threshold.

Splinted or Non-splinted: 다수의 인접한 치아 결손부 수복을 위한 임플란트 보철 (Splinted and non-splinted implant-supported restorations : prosthetic considerations for restoring multiple adjacent teeth)

  • 윤형인
    • 대한치과의사협회지
    • /
    • 제54권3호
    • /
    • pp.198-205
    • /
    • 2016
  • The purpose of this paper was to investigate the significance of splinted and non-splinted implant-supported restorations with an internal connection for multiple consecutively missing teeth. Upon examination of the effects of fixture-abutment connection, the distribution of occlusal load was favorable in splinted implant-prosthesis with an external connection, but effect of strain distribution was not significant in splinted implant-prosthesis with an internal connection. In splinted implant-prostheses for short implants, strain distribution was not affected by the method of retention. For cement-retained prostheses, the effect of strain distribution due to splinting was not significant. In clinical studies, non-splinted prostheses with an internal connection for multiple consecutively missing teeth showed high survival rate, mild marginal bone loss, and stable periodontal condition. However, failure to achieve optimal proximal contact between single-unit prostheses may lead to food impaction, and veneer fracture may be inevitable when the framework provides inadequate support in the proximal region. In conclusion, splinted implant-prosthesis is not an indication in all cases, and clinical consideration of its use should be based on the patient's oral condition, such as location and number of implants, formation of proximal contact, canine guidance, existence of parafunctional habit, and oral hygiene, when multiple consecutively missing teeth are replaced by internal connection type implant.

  • PDF

Design wind speed prediction suitable for different parent sample distributions

  • Zhao, Lin;Hu, Xiaonong;Ge, Yaojun
    • Wind and Structures
    • /
    • 제33권6호
    • /
    • pp.423-435
    • /
    • 2021
  • Although existing algorithms can predict wind speed using historical observation data, for engineering feasibility, most use moment methods and probability density functions to estimate fitted parameters. However, extreme wind speed prediction accuracy for long-term return periods is not always dependent on how the optimized frequency distribution curves are obtained; long-term return periods emphasize general distribution effects rather than marginal distributions, which are closely related to potential extreme values. Moreover, there are different wind speed parent sample types; how to theoretically select the proper extreme value distribution is uncertain. The influence of different sampling time intervals has not been evaluated in the fitting process. To overcome these shortcomings, updated steps are introduced, involving parameter sensitivity analysis for different sampling time intervals. The extreme value prediction accuracy of unknown parent samples is also discussed. Probability analysis of mean wind is combined with estimation of the probability plot correlation coefficient and the maximum likelihood method; an iterative estimation algorithm is proposed. With the updated steps and comparison using a Monte Carlo simulation, a fitting policy suitable for different parent distributions is proposed; its feasibility is demonstrated in extreme wind speed evaluations at Longhua and Chuansha meteorological stations in Shanghai, China.

완전 도재관을 위한 지대치 형성시 변연 형태에 따른 응력 분포의 유한요소법적 비교 (FEA estimates of margin design in all ceramic crowns)

  • 한상현;조정현;이은정;정숙인;오남식
    • 대한치과보철학회지
    • /
    • 제46권1호
    • /
    • pp.1-11
    • /
    • 2008
  • 현대 치의학에서는 환자의 심미적 만족을 충족시키기 위한 지속적인 관심으로 완전 도재관의 발전을 가져왔다. 최근의 연구 결과들은 완전 도재관의 물리적 성질과 마모 저항성, 색조의 안정성 등을 보고하고 있다. 이와 같이 여러 장점이 많음에도 불구하고 아직 파절에 대한 저항성에는 많은 의문점을 내포하고 있다. 구강 내에서 기능적인 교합력은 수복물의 변연에 응력을 주게된다. 이러한 응력은 주변 조직으로 잘 분산되어져야 하는데, 수복물의 변연 형태에 따라 다른 양상을 보여주게 된다. 변연 형태는 수복물의 부피와 모양, 그리고 변연에서의 적합도에도 영향을 주게 된다. 본 연구에서는 완전 도재관에서의 변연 형태에 따른 응력 분포를 3차원 유한 요소 분석법을 이용하여 조사하였다. 상악 중절치가 기본 모델로 사용되었고, 완전 도재관을 재현하였다. 변연 형태로는 $90^{\circ}$ shoulder, $110^{\circ}$ shoulder, $135^{\circ}$ shoulder형태를 부여하고, 100N의 힘을 치축에 $45^{\circ}$ 방향으로 가하였다. 그 결과 도재 내부의 응력 분포는 $90^{\circ}$, $110^{\circ}$ 모델에 비해 변연 각도가 $135^{\circ}$인 모델의 경우가 응력의 분포가 고르게 나타났다. 그러나 변연에서는 $90^{\circ}$$110^{\circ}$ 모델의 응력보다 조금 더 집중되었다. $90^{\circ}$$110^{\circ}$ 모델의 비교시는 대체로 비슷했다. 알루미나 코아 내부의 응력 분포에서도 또한 $135^{\circ}$인 모델이 $90^{\circ}$$110^{\circ}$ 모델의 응력분포보다 더 잘 분포되었다. $90^{\circ}$$110^{\circ}$ 모델의 비교시는 $110^{\circ}$$90^{\circ}$ 모델에 비해 더 좋은 응력분포를 보였다. 알루미나 코아와 접착제 사이의 계면에서는 응력이 변연으로 갈수록 감소하고, 알루미나 코아와 도재 사이의 계면에서는 변연으로 갈수록 응력이 점차 증가하였다. $135^{\circ}$ shoulder는 고른 응력분포임에도 변연에서의 응력 집중이 나타나므로 완전 도재관의 변연으로는 적절하지 못하며, $90^{\circ}$ shoulder보다 상대적으로 좋은 응력분포와 변연 형성의 용이성이 우세한 $110^{\circ}$ shoulder가 완전 도재관의 변연에 추천될 수 있겠다.

2007년 여름 북서태평양 이산화탄소 분압의 공간 변동성 (Spatial Variability of Surface fCO2 in the Western North Pacific during Summer 2007)

  • 최상화;김동선;김경희;민홍식
    • Ocean and Polar Research
    • /
    • 제30권3호
    • /
    • pp.335-345
    • /
    • 2008
  • In order to study spatial variabilities and major controlling factors, we measured fugacity of $CO_2(fCO_2)$, temperature, salinity and nutrients in surface waters of the North Pacific($7^{\circ}30'{\sim}33^{\circ}15'N$, $123^{\circ}56'E{\sim}164^{\circ}24'W$) between September$\sim$October 2007. The North Pacific and the marginal sea were distinguished by $fCO_2$ distribution as well as unique characteristics of temperature and salinity. There was a distinct diurnal SST variation in the tropical North Pacific area, and surface $fCO_2$ coincidently showed diurnal variation. In the North Pacific area, surface $fCO_2$ was mainly controlled by temperature, while in the marginal sea area it was primarily dependent on alkalinity and dissolved inorganic carbon concentrations. Air-sea $CO_2$ flux showed a large spatial variation, with a range of $-6.10{\sim}5.06\;mmol\;m^{-2}day^{-1}$. The center of subtropical gyre of North Pacific acted as a source of $CO_2(3.09{\pm}0.95\;mmol\;m^{-2}day^{-1})$. Tropical western North Pacific (i.e. the 'warm pool' area and the subtropical western North Pacific) acted as weak sources of $CO_2$($1.07{\pm}1.20\;mmol\;m^{-2}day^{-1}$ and $0.50{\pm}0.53\;mmol\;m^{-2}day^{-1}$, respectively). In the marginal sea, however, the flux was estimated to be $-0.68{\pm}1.17\;mmol\;m^{-2}day^{-1}$, indicating that this area acted as a sink for $CO_2$.

Influence of marginal bone resorption on two mini implant-retained mandibular overdenture: An in vitro study

  • Guo, Ying;Kono, Kentaro;Suzuki, Yasunori;Ohkubo, Chikahiro;Zeng, Jian-Yu;Zhang, Jing
    • The Journal of Advanced Prosthodontics
    • /
    • 제13권1호
    • /
    • pp.55-64
    • /
    • 2021
  • PURPOSE. To investigate the biomechanical effect of marginal bone resorption (MBR) on the mandibular mini implant (MI)-retained overdenture (MI-OD) on the edentulous model. MATERIALS AND METHODS. The experimental mandibular edentulous model was modified from a commercial model with 2 mm thick artificial soft tissue under denture base. Two MIs (Φ2.6 mm × 10 mm) were bilaterally placed between the lateral incisor and the canine area and attached with magnetic attachments. Three groups were set up as follows: 1) alveolar bone around the MI without MBR (normal group), 2) with MBR to 1/2 the length of the implant (resorption group), and 3) complete denture (CD) without MI (CD group). Strain around the MI, pressure near the first molar area, and displacement of denture were simultaneously measured, loading up to 50 N under bilateral/unilateral loading. Statistical analysis was performed using independent-samples t test and one-way ANOVA (α=.05). RESULTS. The strain around the MI with MBR was approximately 1.5 times higher than that without MBR. The pressure in CD was higher than in MI-ODs (P<.05), while there was no statistical difference between the normal and resorption group (P>.05). Similarly, the CD demonstrated a greater displacement of the denture base than did the MI-ODs during bilateral and unilateral loadings (P<.05). CONCLUSION. The strain around the MI with MBR was approximately 1.5 times higher than that without MBR. The pressure on posterior alveolar ridge and denture displacement of MI-ODs significantly decreased compared to CDs, even when MBR occurs. Bilateral balanced occlusion was recommended for MI-ODs, especially when MBR occurred.

공변량을 포함한 사망시간과 치료횟수의 모형화를 위한 주변환경효과모형의 적용 (Joint Modeling of Death Times and Counts Considering a Marginal Frailty Model)

  • 박희창;박진표
    • Journal of the Korean Data and Information Science Society
    • /
    • 제9권2호
    • /
    • pp.311-322
    • /
    • 1998
  • 본 논문에서는 환자의 수명과 치료횟수의 모형화를 위해 관측가능한 공변량을 포함하는 동시에 치료횟수에 대해 관측불가능한 환경요인을 고려하기 위한 주변환경효과모형을 이용하고자 한다. 환경 효과를 나타내는 분포를 감마분포로 가정 하여 사망시간과 치료횟수의 결합모형을 개발하고, 모형에 포함된 모수의 추론과정을 논의하며, 개발된 모형을 Autologous Blood and Marrow Transplant Registry(ABMTR)에 등록된 환자의 자료에 적용하여 환경효과를 고려하지 않은 독립모형과 비교하여 치료횟수에 영향을 미치는 환경요인의 효과를 검토하고자 한다.

  • PDF

인천 을왕동 패총 출토 말백합 Meretrix petechialis (Lamarck) 의 성장선 분석을 이용한 패류 채집의 계절성 연구 (Seasonality of shellfish collection determined by growth-line analysis of the hard clam, Meretrix petechialis (Lamarck) recovered from the Eurwang-dong Shell Midden, Incheon, Korea)

  • 안덕임;류동기
    • 한국패류학회지
    • /
    • 제32권1호
    • /
    • pp.25-30
    • /
    • 2016
  • Growth-line analysis was carried out on 80 hard clam (Meretrix petechialis) from the Neolithic Age Eurwang-dong Shell Midden, Incheon, Korea, to determine the seasonality of shellfish collection and site occupation. Growth increments and the marginal index (MI) of the specimens were examined. And then the marginal index was compared to the monthly MI of modern specimens under the assumption that the growth pattern was the same as it is today. MI of the archaeological specimens ranged from 0.12 to 1.55 and was divided into four categories: < 0.63, spring; 0.63-0.76, summer; 0.76-0.89, fall; $${\geq}_-0.89$$, winter collection. As a result, 57 specimens (71.25%) of 80 specimens represented spring, 8 (10.0%) summer, 3 (3.75%) fall and 12 (15.0%) winter collection. The result indicates that shellfish could be collected year-round at the site with an emphasis on spring. Based on the size distribution of shells and the content of the midden, however, it seems that the midden site was not occupied permanently throughout the year but was used repeatedly but temporally for shellfish gathering and processing.