• 제목/요약/키워드: Behavior tree

검색결과 253건 처리시간 0.029초

Monitoring the Wood Drying Process with an Image Processing System (I) : Drying Characteristics of Tree Disk of Black Locust

  • Lee, Hyoung-Woo;Kim, Byung-Nam
    • Journal of the Korean Wood Science and Technology
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    • 제29권3호
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    • pp.21-26
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    • 2001
  • Acquisition of precise information on drying characteristics of wood is indispensable for the improvement of drying schedules and wood quality. Recognition of the exact moisture content at which drying defects such as checks occur during drying with given drying conditions may be essential to reduce drying losses. In this study an image-processing system was combined with a laboratory-scale wood dry kiln for experiments and the surface of tree disk of black locust (Robinia pseudoacacia L.) was monitored to investigate the behavior of check formation over all the drying process. This system showed good potential for improving drying schedules and wood product quality.

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대사증후군 고위험 근로자의 건강증진 행위에 미치는 영향 요인: 계획적 행위 이론 적용 (Factors Affecting Health Promotion Behavior among Workers with High Risk of Metabolic Syndrome: Based on Theory of Planned Behavior)

  • 박성원;양숙자
    • 지역사회간호학회지
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    • 제26권2호
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    • pp.128-139
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    • 2015
  • Purpose: The purpose of this study was to identify factors affecting health promotion behavior among workers with high risk of metabolic syndrome. This study was based on the planned behavior theory. Methods: The participants were 167 workers at high risk of metabolic syndrome. Data were collected using a structured questionnaire. Surveyed variables were attitude, subjective norm, perceived behavioral control, intention, and health promotion behavior. Data were analyzed using descriptive statistics, t-test, ANOVA, Pearson's correlation coefficients, and hierarchical regression analysis with SPSS/WIN 22.0. Results: Perceived behavioral control affected the intention of health promotion behavior among the workers with high risk of metabolic syndrome. It explained 62% of variance in the intention of health promotion behavior (F=40.09, p<.001). Perceived behavioral control and occupation affected health promotion behavior among the risk workers with high risk of metabolic syndrome. The two factors explained 16% of variance in health promotion behavior (F=4.95, p<.001). Conclusion: The findings of this study suggest that perceived behavioral control is the only factor affecting health promotion behavior when the theory of planned behavior was applied. Therefore, intervention programs for improving health promotion behavior should be focused on strengthening perceived behavioral control.

IoT 센서 데이터를 이용한 단위실의 재실추정을 위한 Decision Tree 알고리즘 성능분석 (A Study on Occupancy Estimation Method of a Private Room Using IoT Sensor Data Based Decision Tree Algorithm)

  • 김석호;서동현
    • 한국태양에너지학회 논문집
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    • 제37권2호
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    • pp.23-33
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    • 2017
  • Accurate prediction of stochastic behavior of occupants is a well known problem for improving prediction performance of building energy use. Many researchers have been tried various sensors that have information on the status of occupant such as $CO_2$ sensor, infrared motion detector, RFID etc. to predict occupants, while others have been developed some algorithm to find occupancy probability with those sensors or some indirect monitoring data such as energy consumption in spaces. In this research, various sensor data and energy consumption data are utilized for decision tree algorithms (C4.5 & CART) for estimation of sub-hourly occupancy status. Although the experiment is limited by space (private room) and period (cooling season), the prediction result shows good agreement of above 95% accuracy when energy consumption data are used instead of measured $CO_2$ value. This result indicates potential of IoT data for awareness of indoor environmental status.

Multibody Dynamics in Arterial System

  • Shin Sang-Hoon;Park Young-Bae;Rhim Hye-Whon;Yoo Wan-Suk;Park Young-Jae;Park Dae-Hun
    • Journal of Mechanical Science and Technology
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    • 제19권spc1호
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    • pp.343-349
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    • 2005
  • There are many things in common between hemodynamics in arterial systems and multibody dynamics in mechanical systems. Hemodynamics is concerned with the forces generated by the heart and the resulting motion of blood through the multi-branched vascular system. The conventional hemodynamics model has been intended to show the general behavior of the body arterial system with the frequency domain based linear model. The need for detailed models to analyze the local part like coronary arterial tree and cerebral arterial tree has been required recently. Non-linear analysis techniques are well-developed in multibody dynamics. In this paper, the studies of hemodynamics are summarized from the view of multibody dynamics. Computational algorithms of arterial tree analysis is derived, and proved by experiments on animals. The flow and pressure of each branch are calculated from the measured flow data at the ascending aorta. The simulated results of the carotid artery and the iliac artery show in good accordance with the measured results.

철도 사상사고 위험도 평가 모델 개발에 관한 연구 (Development of Risk Assessment Models for Railway Casualty Accidents)

  • 박찬우;왕종배;김민수;최돈범;곽상록
    • 한국철도학회논문집
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    • 제12권2호
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    • pp.190-198
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    • 2009
  • 본 연구에서는 승객, 공중 및 직원의 철도 사상사고를 대상으로 위험도 평가모델을 개발하였다. 이를 위해 철도 사상사고의 위험요인을 분석하여 관련 위험사건을 정의하였고, 위험사건의 발생을 초래하는 위험요인들의 논리적 연계성을 사건발생 시나리오로 구성하여 사건발생빈도 평가모델을 고장수목(Fault Tree)을 이용하여 개발하였다. 또한 사건수목(Event Tree)을 이용하여 인명피해를 초래하는 영향인자를 사건진전 시나리오로 구성하고, 위험사건별 사고 심각도를 등가사망지수로 환산하여 계산하는 위험도 평가모델을 개발하였다. 본 연구의 결과는 비용효과 분석, 안전대책의 민감도 분석 등에 다양하게 활용될 수 있다.

초등학교 3학년 아동의 미디어기기 중독 영향요인 탐색에 관한 연구: 의사결정나무 분석법의 적용 (A Study on the Exploration of Factors Influencing Media Device Addiction in Third Grade Students: Application of Decision Tree Analysis Method)

  • 이경진;권연희;황아람
    • 한국보육지원학회지
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    • 제18권5호
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    • pp.79-99
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    • 2022
  • Objective: This study was conducted to examine the significant factors affecting media device addiction using the data mining technique for large-scale data from the Panel Study on Korean Children Survey (PSKC). The PSKC data of this study were gathered from the elementary school students in their 10th survey (1,286 3rd grade students). Methods: The SPSS 21.0 program was used for data mining decision tree analysis, and the results are as follows. Results: First, the most important predictor of media device addiction was planning-organization which was among the sub-factors of executive function. Second, as a result of the decision tree analysis, the children with the highest probability of addiction to media devices were ones that had difficulties in planning and organizing, had mothers with a permissive parenting attitude felt difficulties in controlling behavior, and were alone at home for more than two hours a day without any adult supervision. Conclusion/Implications: The results of this study can help guide the direction of future research related to children's addiction to media devices by exploring and analyzing factors that significantly affect children's addiction to media devices.

Effect of bolted splice within the plastic hinge zone on beam-to-column connection behavior

  • Vatansever, Cuneyt;Kutsal, Kutay
    • Steel and Composite Structures
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    • 제28권6호
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    • pp.767-778
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    • 2018
  • The purpose of this study is to investigate how a fully restrained bolted beam splice affects the connection behavior as a column-tree connection in steel special moment frames under cyclic loading when located within the plastic hinge zone. The impacts of this attachment in protected zone are observed by using nonlinear finite element analyses. This type of splice connection is designed as slip-critical connection and thereby, the possible effects of slippage of the bolts due to a possible loss of pretension in the bolts are also investigated. The 3D models with solid elements that have been developed includes three types of connections which are the connection having fully restrained beam splice located in the plastic hinge location, the connection having fully restrained beam splice located out of the plastic hinge and the connection without beam splice. All connection models satisfied the requirement for the special moment frame connections providing sufficient flexural resistance, determined at column face stated in AISC 341-16. In the connection model having fully restrained beam splice located in the plastic hinge, due to the pretension loss in the bolts, the friction force on the contact surfaces is exceeded, resulting in a relative slip. The reduction in the energy dissipation capacity of the connection is observed to be insignificant. The possibility of the crack occurrence around the bolt holes closest to the column face is found to be higher for the splice connection within the protected zone.

어머니가 지각한 유아의 스마트폰 과의존 예측모형 탐색: 데이터마이닝 의사결정나무 분석 활용 (Mother's Perceived Infant Smartphone Over-immersion Prediction Model: Data Mining Decision Tree Analysis)

  • 정지숙;오정아
    • 한국융합학회논문지
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    • 제11권5호
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    • pp.97-105
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    • 2020
  • 본 연구는 어머니가 지각한 유아의 스마트폰 과의존에 대한 주요 예측요인을 밝혀내고 교육 및 실천현장에 유용한 기초자료를 제공하는 것을 목적으로 수행되었다. 조사대상은 경상북도에 거주하는 만4세-7세 유아의 주양육자인 어머니로 총 410부가 분석에 활용되었다. 데이터마이닝 의사결정나무 분석을 위해 SPSS 23.0 프로그램을 활용하였고, 그 결과는 다음과 같다. 첫째, 전체 유아를 대상으로 보았을 때, 스마트폰 과의존을 가장 중요하게 예측하는 변인은 아버지의 여가활동 양육참여로 나타났다. 둘째, 성별에 따른 차이를 분석한 결과, 남아는 아버지의 여가활동참여가 스마트폰 과의존에 가장 관계가 높은 것으로 나타났다. 하지만, 아버지의 여가활동 참여가 높더라도, 어머니의 과보호와 허용적 태도가 높은 경우 스마트폰 과의존은 다시 증가하였다. 여아의 경우, 스마트폰 과의존에 가장 높은 영향을 미치는 변인은 어머니의 양육태도 중 온정과 격려로 나타났다.

실시간 모델 체커를 이용한 풀트 트리의 체계적 검증 (Systematic Evaluation of Fault Trees using Real-Time Model Checker)

  • 지은경;차성덕;손한성;유준범;구서룡;성풍현
    • 한국정보과학회논문지:소프트웨어및응용
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    • 제29권12호
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    • pp.860-872
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    • 2002
  • 폴트 트리 분석(Fault Tree Analysis)은 산업계에서 가장 널리 사용되는 안전성 분석 기법 중의 하나이다. 하지만, 이 기법은 보통 수작업으로 이루어지며, 분석 결과를 체계적이고 자동적으로 검증할 수 있는 방법이 없다는 약점을 지닌다. 본 논문에서는 실시간 모델 체커인 UPPAAL을 이용하여 안전성이 중요한 소프트웨어의 요구 사항들을 정형 명세하고, 수작업으로 찬성된 폴트 트리의 정확성을 검증하는 방법을 제안하고 있다. 제안된 방법을 유용성을 확인하기 위해서 월성 원자력 발전소의 비상 정지 소프트웨어(Wolsung SDS2)에서 사용된 기능 요구 사항들을 예제로서 사용하였다. 폴트 트리는 월성 SDS2에 대한 전문적인 지식을 지니고 폴트 트리를 이용한 안전성 분석을 여러 번 수행해 본 경험이 있는 대학원생들에 의해 작성되었다. 기능 요구 사항들은 UPPAAL의 입력으로서 사용되기 위해서 시제 오토마타의 형태로 수작업으로 변환되었으며, 이 폴트 트리의 정확성을 검증하기 위해서 모델 체킹을 사용하였다 본 논문에서 제안된 방법을 월성 SDS2 예제에 적용해 본 결과, 수작업으로 작성된 폴트 트리에 존재하는 오류를 찾을 수 있었으며, 이러한 작업을 통하여 제안된 방법이 폴트 트리 분석에 대한 신뢰도를 높이는데 유용함을 발견하였다.