• 제목/요약/키워드: Random Box

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이변량 왜도, 첨도 그리고 표면그림 (Bivariate skewness, kurtosis and surface plot)

  • 홍종선;성재현
    • Journal of the Korean Data and Information Science Society
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    • 제28권5호
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    • pp.959-970
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    • 2017
  • 본 연구에서는 두 변수의 상관계수를 반영한 이변량 자료의 왜도와 첨도 통계량을 제안하고, 시각적으로 표현할 수 있는 표면그림을 개발한다. 이변량 왜도 통계량은 이변량 확률표본 자료의 치우침 방향과 정도를 표현하는 실수 한 쌍으로 정의한다. 첨도는 양의 값을 가지며 이변량 정규분포를 기준으로 꼬리 부분의 두터운 정도를 파악할 수 있다. 그리고 표면그림은 분위벡터를 바탕으로 평면에 구현한다. 다양한 형태의 이변량 자료를 생성하여 표면그림을 작성하고 왜도와 첨도를 계산하여 탐색해 본 결과, 왜도와 첨도 값들은 표면그림으로 구현한 이변량 자료의 특징을 잘 반영하는 것을 발견할였다. 그러므로 본 논문에서 제안한 왜도, 첨도 그리고 표면그림은 이변량 분포를 분석하는 기술통계학적 방법으로 활용할 수 있다.

ARIMA model에 의한 서울시 일부지역 $SO_2$ 오염도의 월변화에 대한 시계열분석 (A Time Series Analysis for the Monthly Variation of $SO_2$ in the Certain Areas)

  • 김광진;이상훈;정용
    • 한국대기환경학회지
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    • 제4권2호
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    • pp.72-81
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    • 1988
  • The typical ARIMA model which was developed by Box and Jenkins, was applied to the monthly $SO_2$ data collected at Seoungsoo and Oryudong in metropolitan area over five years, 1982 to 1986. To find out the changing pattern of $SO_2$ concentration, autocorrelation and partial autocorrelation analysis were undertaken. The three steps of time series model building were followed and the residual series was found to be a random white noise. The results of this study is summarized as follows. 1) The monthly $SO_2$ series was found to be a non-stationary series which which has a periodicity of 12 months. After eliminating the periodicity by differencing, the monthly $SO_2$ series became a stationary series. 2) The ARIMA seasonal model of the $SO_2$ was determined to be ARIMA $(1, 0, 0)(0, 1, 0,)_{12}$ model. 3) The model equations based on the prediction were: for Seoungsoodong: $Y_t = 0.5214Y_{t-1} + Y_{t-12} - 0.5214Y_{t-13} + a_t$ for Oryudong: $Y_t = 0.8549Y_{t-1} + Y_{t-12} - 0.8549Y_{t-13} + a_t$ 4) The validity of the model identified was checked by compairing the measured $SO_2$ values and one-month-ahead predicted values. The result of correlation and regression analysis is as follows. Seoungsoodong: $Y = 0.8710X + 0.0062 r = 0.8768$ Oryudong : $Y = 0.8758X + 0.0073 r = 0.9512$

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An Assessment of the Deterioration of Fabricated Metal Thread with Light, and Temperature and Humidity Factors: A Focused Study of Asian Textile Collections at the Metropolitan Museum of Art, New York

  • Park, Hae Jin;Hwang, Minsun;Chung, Yong Jae
    • 보존과학회지
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    • 제34권4호
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    • pp.245-257
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    • 2018
  • To investigate the deterioration of textiles with metal thread, I surveyed 40 textile objects, dating from the 11th to the 19th century from Korea, China, Japan, and Central Asia at the Metropolitan Museum of Art, New York. This survey included various types, widths, and thicknesses of metal thread. In addition, deterioration was examined under the microscope and color information was collected using the spectrophotometer. While investigating metal thread in the collections, I fabricated 12 different types of metal samples with metal leaf(24K gold, silver, and copper leaf), adhesive (hide animal glue and a mixture of hide animal glue and iron oxide red), and paper substrate(Korean mulberry and Taiwanese kozo paper). The accelerated deterioration process of those fabricated samples was carried out using a light box(UV and daylight), and a humidity cabinet. In the light experiment with blue scales textile fading card(aka, blue wool standard), the metal leaf began to peel off during the deterioration process with 756,000 lux-hours UV and daylight. In the temperature and humidity experiment, I could observe the reddish tarnish on copper, and some part of it began to peel off. Color reading on the light exposed samples showed that the degree of color change on the surface follows the amount of exposure as it increased over time. On the other hand, color change on the samples after artificial deterioration using temperature and humidity factors showed random change of color with occasional spikes. Distortion of original shape worsened in the samples exposed to temperature and humidity.

국내 택배용 딸기의 적정 완충포장 시스템 개발 (Development of Optimum Cushioning Packaging System of Strawberry for Domestic Parcel Delivery Service)

  • 정현모;김수일;박종민
    • 한국포장학회지
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    • 제26권2호
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    • pp.113-118
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    • 2020
  • Due to the rapid increase in cyber shopping mall of agricultural products, the parcel delivery service industry also increased, making it necessary to design an optimum packaging for agricultural products. And Due to the recent increase in strawberry consumption, there is also a need for a packaging system for parcel delivery service. In order to establish the criteria for optimum cushioning packaging design of strawberries, the bioyield strength of strawberries by storage time was measured through the ASABE test standards, and the peak acceleration in the resonance frequency and resonance frequency bands of strawberries was measured through the vibration test regulated in the ASTM test specifications. Tray cup pad and corrugated fiberboard box of delivery strawberries were designed using FEM theoretical analysis of contact stress and resonant frequency. In addition, an optimum packaging system was developed with a cushioning and vibration design considering the impact characteristics when distributing agricultural products. Through the performance evaluation and on-site evaluation of the optimum packaging system of strawberries for parcel delivery service, the random PSD test results of the delivery showed a 74% reduction in the acceleration level, and the actual distribution test of the delivery showed that the damage rate of strawberries was not more than 6.7%, indicating that it was possible to use the optimum packaging of strawberries for delivery.

Gyro-Mouse for the Disabled: 'Click' and 'Position' Control of the Mouse Cursor

  • Eom, Gwang-Moon;Kim, Kyeong-Seop;Kim, Chul-Seung;Lee, James;Chung, Soon-Cheol;Lee, Bong-Soo;Higa, Hiroki;Furuse, Norio;Futami, Ryoko;Watanabe, Takashi
    • International Journal of Control, Automation, and Systems
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    • 제5권2호
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    • pp.147-154
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    • 2007
  • This paper describes a 'gyro-mouse', which provides a new human-computer interface (HCI) for persons who are disabled in their upper extremities, for handling the mouse-click and mouse-move function. We adopted the artificial neural network to recognize a quick-nodding pattern of the disabled person as the gyro-mouse click. The performance of our gyro-mouse was evaluated by three indices that include 'click recognition rate', 'error in cursor position control', and 'click rate per minute' on a target box appearing at random positions. Although it turned out that the average error in cursor positioning control was 1.4-1.5 times larger than that of optical mouse control, and the average click rate per minute was 40% of the optical mouse, the overall click recognition rate was 93%. Moreover, the click rate per minute increased from 35.2% to 44% with repetitive trials. Hence, our suggested gyro-mouse system can be used to provide a new user interface tool especially for those persons who do not have full use of their upper extremities.

LRFD 설계기준(안) 피로설계트럭 모형 분석 (Analysis of Fatigue Truck Model for LRFD Code)

  • 조은영;신동구
    • 한국강구조학회 논문집
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    • 제21권3호
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    • pp.331-342
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    • 2009
  • Miner의 피로손상법칙을 적용하여 피로파괴에 대한 한계상태함수를 표현하고, 실제 국내 통행차량의 통계적 특성을 반영하여 LRFD 설계기준(안)의 피로설계트럭모형과 현 도로교설계기준의 DB-24 하중에 대한 피로파괴 신뢰도해석을 수행하였다. 피로한계상태함수는 Miner의 피로손상법칙을 확률변수의 함수로 나타내고 이들 확률변수에 대하여 국내 통행트럭 등의 실측 통계자료를 분석하여 구한 통계치와 문헌에 보고된 결과를 조사하여 구한 통계치를 적용하여 지간별 및 피로상세별 신뢰도지수를 Rackwitz-Fiessler법으로 구하고, 신뢰도해석 결과를 분석하여 LRFD 설계기준(안)의 피로설계트럭모형을 제안하였다. 아울러, 제안된 피로설계트럭모형을 적용하여 단경간 및 3경간 연속 플레이트 및 박스 거더교의 총 16개 실교량에 대한 피로설계를 수행하고, 설계결과를 현 도로교설계기준의 DB-24 하중에 의한 피로설계 결과와 비교하여 LRFD 피로설계트럭 모형의 적용성을 검토하였다.

Panoramic radiological study to identify locally displaced maxillary canines in Bangladeshi population

  • Alif, Sheikh Mohammad;Haque, Sejuty;Nimmi, Naima;Ashraf, Ali;Khan, Saeed Hossain;Khan, Mahfujul Haq
    • Imaging Science in Dentistry
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    • 제41권4호
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    • pp.155-159
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    • 2011
  • Purpose : This study was performed to determine the prevalence of maxillary canine impaction on a basis of a single panoramic radiograph in Bangladeshi population. Materials and Methods : A random sample of seven hundred panoramic radiographs was collected from the patient record of a dental clinic. All the selected panoramic radiographs were taken from January 2009 to August 2010 by a single panoramic radiograph machine with the same exposure time (19 seconds) for all radiographs. One hundred and twenty panoramic radiographs were excluded to minimize the selection bias. In a dim lit room, an observer assessed the radiographs on a standard radiographic light box. The position of the impacted maxillary canine was recorded in line with the longitudinal axis of a tooth using the edge of a metal ruler. Data were subsequently put on SPSS 11.5 software and chi-square (${\chi}^2$) tests were applied to find out the association. Results : Among 580 panoramic radiographs it was found that impacted maxillary canines were present in only 7 (1.2%) radiographs. A statistical significant difference was found between the age of the patients and the vertical position of the impacted canines (p=0.000) and between the age of the patients and the horizontal position of the impacted canines (p=0.003). Conclusion : The prevalence was found to be low compared with the present study from the limitation of panoramic image. Further study needs to include three-dimensional imaging modality.

소형 복합재위성의 스팩트럼 및 과도진동해석 (Spectrum and Equivalent Transient Vibration Analysis of Small Composite Satellite Structure)

  • 조희근;서정기;명로훈
    • 한국항공우주학회지
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    • 제37권6호
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    • pp.586-594
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    • 2009
  • 본 논문은 국내 최초의 소형 복합재 위성인 과학기술위성3호의 proto 모델에 대하여 랜덤, 정현파, 충격 진동응답에 대한 연구이다. 과학기술위성3호의 구조체는 여러 장의 패널을 서로 연결하여 만든 박스형의 구조이며 패널은 탄소섬유강화 복합재를 적층한 스킨에 알루미늄 허니컴 구조를 접착한 하이브리드샌드위치구조로 되어있다. 상용 FEA 코드인 MSC/NASTRAN을 사용하여 주파수 및 시간영역에서 위성의 설계요구조건으로 주어진 진동시험수준에 대한 모드, 응력, 변위, 가속도의 응답을 계산하였다. 이러한 해석결과를 바탕으로 발사 시 야기되는 진동으로 인한 파괴, 안전율 및 설계 타당성을 검토하였다. 이 연구결과들은 실제 위성구조설계 신뢰성 실험에 있어서 검증 및 비교의 자료로 사용될 수 있고, 위성개발의 중요한 자료로 활용된다.

Optimization of the whole extract of Zarawand Mudaharaj (Aristolochia rotunda L.) root by Response Surface Methodology (RSM)

  • Ansari, MD Zakir;Sofi, Ghulamuddin;Hamiduddin, Hamiduddin;Ahmad, Haqeeq;Basri, Rabia;Alam, Abrar
    • 셀메드
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    • 제11권3호
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    • pp.15.1-15.9
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    • 2021
  • The chemical constitution of a drug has been accepted as an important basis for pharmacological action in Unani medicine. Various dosage forms have been developed on this concept, such as decoctions (Joshanda), infusions (Khesanda), extract (Rub / Usara), and syrup. Zarawand Mudaharaj (ZM.) / Aristolochia rotunda L. root was subjected to extraction process using Soxhlet's apparatus by using Response Surface Methodology (RSM) to design the number of random runs of the extracts with variation in the factors of temperature, the concentration of ethanol in water, time for extraction, for optimizing and maximizing the yield concentration. The data obtained, was analyzed with regression equation and ANOVA two-way summary to interpret the interaction of the factors for yield maximization. Minitab version 18 was used to design and analyze data. Validation of the optimum conditions for maximum yield of the whole extract of ZM. Root was carried out by re-run of the extract using the optimized conditions. The maximum yield percentage thus obtained using RSM was 20.87% whereas using these optimum conditions 21.35 % yield was obtained thereby validating the method. The association between the response functions and the process variables was identified by a three-factor recorded Box-Behnken design. In the present study RSM is used because itis a cheap and affordable method to optimize maximum yield percentage which may be reliably used by researchers. The study set in the surface conditions for ZM. root extraction by the Soxhlet apparatus for maximizing the yield percentage.

물건 들기 시 복부 안정화 방법에 따른 몸통 근육 활성도 비교 (Comparison of Abdominal Muscle Activation During Lifting with Stabilization Method)

  • 김하림;손호희
    • 대한물리의학회지
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    • 제16권4호
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    • pp.95-102
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    • 2021
  • PURPOSE: This study examined the muscle activity of the abdominal muscle when lifting with abdominal hollowing with visual feedback and lifting with a pelvic compression belt. This study suggests how to lift an object safely in the workplace for people who bend their backs repeatedly. METHODS: The study was conducted on healthy men in their 20s and 30s. When lifting a 7kg object, lifting with abdominal hollowing with visual feedback, and lifting an object with a pelvic compression belt were performed three times in random order. The muscle activities were measured rectus abdominis (RA), external oblique (EO), internal oblique/transverse abdominis (IO/TrA) muscles, and abdominal hollowing exercises, and box lifting exercises were carried out in advance before the experiment. One-way ANOVA was used to compare muscle activities, and a Tukey HSD was used for post-analysis. The level of significance was set to .05. RESULTS: According to the study, there was no significant difference in muscle activity of the RA muscle depending on the lifting method (p > .05). There were significant differences between the EO and IO/TrA muscle (p < .05). The IO/TrA muscle activity showed the largest increase in lifting an abdominal hollowing with visual feedback (p < .05). The EO muscle activity increased in pelvic compression belt lifting (p < .05). The muscle activity was increased in RA, but there was no significant difference (p < .05). CONCLUSION: Abdominal hollowing lifting with visual feedback increases the muscle activity of the IO/TrA muscle, which is higher than normal, and affects the core stability of the body.