• 제목/요약/키워드: over-fitting

검색결과 349건 처리시간 0.021초

An experimental and numerical study on temperature gradient and thermal stress of CFST truss girders under solar radiation

  • Peng, Guihan;Nakamura, Shozo;Zhu, Xinqun;Wu, Qingxiong;Wang, Hailiang
    • Computers and Concrete
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    • 제20권5호
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    • pp.605-616
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    • 2017
  • Concrete filled steel tubular (CFST) composite girder is a new type of structures for bridge constructions. The existing design codes cannot be used to predict the thermal stress in the CFST truss girder structures under solar radiation. This study is to develop the temperature gradient curves for predicting thermal stress of the structure based on field and laboratory monitoring data. An in-field testing had been carried out on Ganhaizi Bridge for over two months. Thermal couples were installed at the cross section of the CFST truss girder and the continuous data was collected every 30 minutes. A typical temperature gradient mode was then extracted by comparing temperature distributions at different times. To further verify the temperature gradient mode and investigate the evolution of temperature fields, an outdoor experiment was conducted on a 1:8 scale bridge model, which was installed with both thermal couples and strain gauges. The main factors including solar radiation and ambient temperature on the different positions were studied. Laboratory results were consistent with that from the in-field data and temperature gradient curves were obtained from the in-field and laboratory data. The relationship between the strain difference at top and bottom surfaces of the concrete deck and its corresponding temperature change was also obtained and a method based on curve fitting was proposed to predict the thermal strain under elevated temperature. The thermal stress model for CFST composite girder was derived. By the proposed model, the thermal stress was obtained from the temperature gradient curves. The results using the proposed model were agreed well with that by finite element modelling.

경사제 피복재의 유지관리를 위한 추계학적 확률모형 (Stochastic Probability Model for Preventive Management of Armor Units of Rubble-Mound Breakwaters)

  • 이철응;김상욱
    • 대한토목학회논문집
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    • 제33권3호
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    • pp.1007-1015
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    • 2013
  • 하중 발생과정에 따른 누적피해의 선형뿐만 아니라 비선형 거동을 해석할 수 있는 추계학적 확률모형이 수립되었다. 여러 종류의 피해강도함수를 도입하여 내용년수의 파괴확률과 비선형 누적피해의 거동이 자세히 해석되었다. 특히 본 연구에서는 저항한계를 임의의 분포함수를 갖는 확률변수로 취급하여 한계상태의 불확실성을 고려하였다. 또한 피복재에 대한 피해수준을 이용하여 처음으로 추계학적 확률모형을 경사제에 적용하였다. 실험 자료와의 비교를 통해 추정된 경사제 피복재에 대해 피해강도함수를 이용하여 내용년수에 따른 파괴확률과 비선형 누적피해의 거동을 해석하였다. 마지막으로 해석 결과를 이용하여 경사제 피복재의 보수 보강 시점과 최소한의 보수 보강규모를 정량적으로 산정할 수 있는 예방적 유지관리 방법을 제시하였다.

헤어스프레이가 콘택트렌즈의 피팅에 미치는 영향 (The Effect of Hair Spray on the Fitting of Contact Lenses)

  • 정진영;김대수
    • 한국안광학회지
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    • 제7권1호
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    • pp.1-8
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    • 2002
  • 나무로 만든 안구 모형에 콘택트렌즈를 부착시키고 헤어스프레이, 향수, 비눗물, 스킨로션 등 물질을 분무한 후 시간의 경과에 따른 렌즈의 형상 변화를 관찰하였다. 알코올이 함유되어 있는 헤어스프레이와 향수를 소프트 콘택트렌즈에 분무하는 경우 렌즈의 형상변형이 가장 심하였으며 분무종료 후 1분 이내에 렌즈가 뒤집히는 현상이 확인되었다. 헤어스프레이에 함유되어 있는 resin 에어졸의 분사거리가 짧을수록 분사시간이 길수록 렌즈의 변형이 심하였다. 알코올의 증발이 수반되는 기화열 방출에 의해 콘택트렌즈 앞 뒤 면에 온도차가 발생하고 이에 따른 팽창률의 차이가 렌즈 변형의 원동력으로 간주된다. 알코올이 포함되어 있지 않은 물질을 콘택트렌즈에 분무하는 경우에는 함유되어 있는 성분들의 계면활성 작용으로 인하여 기포만 발생할 뿐 렌즈의 변형은 미미하였다.

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겔식 납축 전지의 충전상태에 따른 임피던스 특성 연구 (Impedance Characteristics of the Gel Type VRLA Battery at the Various State-of-Charge)

  • 안상용;정의덕;원미숙;심윤보
    • 전기화학회지
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    • 제11권1호
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    • pp.33-36
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    • 2008
  • 본 연구에서는 겔식 VRLA (valve regulated lead acid번지의 충전상태(SoC) 판단을 위해 임피던스 기법을 이용하여 조사하였다. 임피던스는 VRLA전지 (2V/1.2Ah)의 다양한 충전상태에서 진폭 10mV로 100kHz에서${\sim}$10mHz까지 측정하였다. 측정된 임피던스 데이터로부터 등가회로를 유도하고, CNLS (Complex Non-linear Least Squares) 법을 사용하여 분석하였다. 양극 쪽의 전하전이 저항과 전기이중층 커패시턴스가 음극보다 높았다. 겔 저항은 충전상태가 감소함에 따라 증가하며 이는 VRLA 전지의 충전상태를 판단하는데 중요한 파라미터임을 확인하였다.

무지 외반증 수술 후 발생한 의인성 무지 내반증 (Iatrogenic Hallux varus deformity after Hallux valgus surgery)

  • 이경태;양기원;배상원;방유선;김도현
    • 대한족부족관절학회지
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    • 제7권1호
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    • pp.101-108
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    • 2003
  • Purpose: To evaluate and analyze the incidence, clinical features, cause and surgical outcomes of iatrogenic hallux varus deformity after hallux valgus surgery. Materials and Methods: Twenty-six Hallux varus deformities after hallux valgus surgery were evaluated. Clinical tolerability, patient's satisfaction and the main causative factor for varus deformity were evaluated. Radiologically, we measured the 1st intermetatarsal angle and hallux valgus angle on pre- & postoperatively. Results: 10 cases of 26 varus deformities were clinically intolerable. The patients complaint of mainly cosmetic and shoe fitting problems rather than pain and the main cause of deformities were over-correction of 1 st intermetatarsal angle. Radiologically, the average 1st intermetatarsal angle was 2.4 degrees and the hallux valgus angle was -9.2 degrees. After varus correction surgery, the average follow up were 17 months and the average 1st intermetatarsal angle was 2.3 degrees and the hallux valgus angle was 2.7 degrees. The average score of AOFAS Hallux Metatarsophalangeal -Interphalangeal Scale was 91 points. Conclusion: The hallux varus deformity after hallux valgus surgery came from mainly overcorrection of 1 st intermetatarsal angle. The management composed of just observation, tendon transfer and fusion, and each method could get satifactory results with appropriate indication.

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영화흥행 영향요인 선택에 관한 연구 (A Study for the Drivers of Movie Box-office Performance)

  • 김연형;홍정한
    • 응용통계연구
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    • 제26권3호
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    • pp.441-452
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    • 2013
  • 국내 영화 산업은 투자 배급사 멀티플렉스로 수직 계열화된 대기업 중심으로 온라인 구전 마케팅이 활발히 진행되고 있다, 최근에는 대기업 계열의 멀티플렉스 영화관 중심으로 3D 4D 영화포맷 복합상영을 통해 up-selling을 통한 흥행성과 극대화를 도모하고 있다. 영화산업 기술진보와 흥행여건 변화에 따라, 기존 관객 수 대신 매출액을 흥행성과로 정의하고, 국내 개봉 상업영화를 대상으로 축소추정기법을 포함한 여러 회귀모형을 적용하였다. 특히 LASSO회귀의 경우, 교차타당성 방법을 이용한 예측오차가 가장 적고 흥행성과에 설명력이 높은 변수 순으로 의미 있는 독립변수들을 빠르고 효율적으로 선택할 수 있었다. 2013년도 1분기 개봉 영화를 대상으로 실증분석 결과, 개봉 후 온라인 평점과 빈도 모두 영향력이 높았으나, 개봉 전에는 온라인 평점만 효과적인 것으로 나타났다. 상영포맷 또한 흥행성과에 유의한 영향을 미치는 것으로 나타났다.

성인여성 버추얼 패션 3D 아바타와 Size Korea 인체형상의 형태 차이 비교 (A Comparative of the Different between Virtual Fashion 3D Avatar and Size Korea of Adult Women's Body Shapes)

  • 이예리;장정아
    • 한국의류산업학회지
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    • 제22권1호
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    • pp.87-93
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    • 2020
  • This study provide basic data to develop a dress form reflecting body shape characteristics by age and to produce a 3D body form in a virtual fitting program. A comparative analysis was conducted on the size, section shape, and slope of side shape of the modeling form by the sizing of the basic female avatar in CLO 3D, one of the 3D apparel CAD programs and the body form of women in their 20s-50s by body shape in the 6th Size Korea (2010). First, all the differences were formed similarly in the direct measurements between the 3D avatar and the body form were within 1 mm. Second, in a comparison of the section form of the avatar and body form in Size Korea, the avatar was formed in straight body shape and did not reflect a spinal curvature according to age. As a result of an examination of the items with a difference over 5° in the slope of side shape, there were angle differences in numerous body shapes in the angles of the side upper abdomen, side upper back, and side upper bust, and the avatar's bust shape was expressed more flatly compared to body form. It will be possible to produce an avatar that can adequately reflect body shape characteristics by adding detailed length and angle items by the region like waist back length and front length in producing the avatar reflecting body shape characteristics, instead of a standard body shape.

한국 연근해에서 어획된 주요 12어종의 75 kHz에 대한 음향 반사 강도의 체장 의존성 (Fish length dependence of acoustic target strength for 12 dominant fish species caught in the Korean waters at 75 kHz)

  • 이대재
    • 수산해양기술연구
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    • 제41권4호
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    • pp.296-305
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    • 2005
  • Acoustic target strength (TS) of 12 commercially important fish species caught in the Korean waters had been investigated and their results were presented. Laboratory measurements of target strength on 12 dominant fish species were carried out at a frequencies of 75 kHz by single beam method under the controlled condition of the water tank with the 241 samples of dead and live fishes. The target strength pattern on individual fish of each species was measured as a function of tilt angle, ranging from $-45^{\circ}$ (head down aspect) to $45^{\circ}$ (head up aspect) in $0.2^{\circ}$ intervals, and the averaged target strength was estimated by assuming the tilt angle distribution as N ($-5.0^{\circ}$, $^15.0{\circ}$). The 75 to fish length relationship for each species was independently derived by a least - squares fitting procedure. Also, a linear regression analysis for all species was performed to reduce the data to a set of empirical equations showing the variation of target strength to fish length and fish species. An empirical model for fish target strength(TS, dB) averaged over the dorsal aspect of 158 fishes of 7 species and which spans the fish length(L, m) to wavelength(${\lambda}$, m) ratio between 6.2 and 21.3 was derived: TS: 27.03 Log(L)-7.7Log(${\kanbda}$)-17.21, ($r^2$=0.59).

낙지 (Octopus minor)의 성 성숙과 성장 특성 (Sexual Maturity and Growth Characteristics of Octopus minor)

  • 김동수;김재만
    • 한국수산과학회지
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    • 제39권5호
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    • pp.410-418
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    • 2006
  • Sexual maturity and growth characteristics of Octopus minor were investigated in 796 individuals from mud flats in Goorori, Muan-Goon, Korea. Gonadosomatic index (GSI) peaked between June and July in females and between November and January in males. The discrepancy in the index peaks between females and males might result from the earlier sexual maturation of males. The sex ratio was biased toward females (68%) in April and toward males (78%) in September, although the differences were not significant (p>0.05). In females, about 50% of individuals with a mantle length of 70.6 mm were sexually mature versus 100% of individuals with mantle lengths over 80 mm. In females, fecundity was also related to size, ranging from 44 eggs in individuals with a mantle length of 54 mm to 179 eggs in the female with a mantle length of 100.5 mm. The relationship between mantle length (ML) an body weight (BW) was BW=0.008 ML$^{2.2797}$ (n=389, r$^2$=0.83, p<0.01) in males and BW=0.029 ML$^{2.2797}$ (n=407, r$^2$=0.74, p<0.01) in females. Analysis of co-variation showed that the difference in the slopes of the two regression lines was significant (p<0.01). Analysis of mantle length-frequency for each month revealed 1 to 3 normal distribution modes. The growth parameters obtained by fitting the modal progression to the seasonalized von Bertalanffy growth function (VBGF) were ML$\infty$= 112.38 mm, K=1.9, C=0.90, and WP=0.1. The results indicate that the seasonal growth oscillation of the stock is very strong and winter is the season when growth is the slowest.

Comparative evaluation of sodium hypochlorite and microwave disinfection on dimensional stability of denture bases

  • Nirale, Rutuja Madhukarrao;Thombre, Ram;Kubasad, Girish
    • The Journal of Advanced Prosthodontics
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    • 제4권1호
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    • pp.24-29
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    • 2012
  • PURPOSE. To compare the effect of sodium hypochlorite and microwave disinfection on the dimensional stability of denture bases without and with relining. MATERIALS AND METHODS. A brass die was prepared by simulating an edentulous maxillary arch. It was used to fabricate 1.5 mm and 3 mm of thickness denture bases (n = 40). The 1.5 mm of thickness-specimens (n = 20) were relined with 1.5 mm of autopolymerizing relining resin. Five holes were prepared over crest of ridge of brass die with intimately fitting stainless steel pins which were transferred to the intaglio surface of specimens during fabrication of denture bases. For calculation of dimensional changes in denture bases, differences between the baseline area before and after disinfection of the specimens were used. The denture bases without and with relining were divided into 2 groups (each n =20). Data were analyzed using student paired 't'and unpaired 't'test. RESULTS. Microwave disinfection produces significant shrinkage in both denture bases without relining (t =17.16; P<.001) and with relining (t = 14.9; P<.001). Denture bases without relining showed more shrinkage when compared with relined denture bases after microwave disinfection (t = 6.09; P<.001). The changes in dimensional stability after sodium hypochlorite disinfection were not significant for both denture bases without relining (t = 2.19; P=.056) and denture bases with relining (t = 2.17; P=.058). CONCLUSION. Microwave disinfection leads to increased shrinkage of denture bases without and with relining. Chemical disinfection with sodium hypochlorite seems to be a safer method of disinfection with regards to physical properties such as changes in dimensional stability.