• 제목/요약/키워드: determination model

검색결과 2,830건 처리시간 0.025초

A Proposal of Parameter Determination Method in the Residual Strength Degradation Model for the Prediction of Fatigue Life (I) (피로수명예측을 위한 잔류강도 저하모델의 파라미터 결정법 제안(I))

  • Kim, Sang-Tae;Jang, Seong-Su
    • Transactions of the Korean Society of Mechanical Engineers A
    • /
    • 제25권5호
    • /
    • pp.874-882
    • /
    • 2001
  • The static and fatigue tests have been carried out to verify the validity of a generalized residual strength degradation model. And a new method of parameter determination in the model is verified experimentally to account for the effect of tension-compression fatigue loading of spheroidal graphite cast iron. It is shown that the correlation between the experimental results and the theoretical prediction on the statistical distribution of fatigue life by using the proposed method is very reasonable. Furthermore, it is found that the correlation between the theoretical prediction and the experimental results of fatigue life in case of tension-tension fatigue data in composite material appears to be reasonable. Therefore, the proposed method is more adjustable in the determination of the parameter than maximum likelihood method and minimization technique.

Simultaneous Evaluation of Cellular Vitality and Drug Penetration in Multicellular Layers of Human Cancer Cells

  • Al-Abd Ahmed Mohammed;Lee Joo-Ho;Kuh Hyo-Jeong
    • Journal of Pharmaceutical Investigation
    • /
    • 제36권5호
    • /
    • pp.309-314
    • /
    • 2006
  • The multicellular layers(MCL) of human cancer cells is a three dimensional(3D) in vitro model for human solid tumors which has been used primarily for the assessment of avascular penetration of anti-cancer drugs. For anti-cancer drugs with penetration problem, MCL represents a good experimental model that can provide clinically relevant data. Calcein-AM is a fluorescent dye that demonstrates the cellular vitality in a graded manner in cancer cell culture system. In the present study, we evaluated the use of calcein-AM for determination of anti-proliferative activity of anti-cancer agents in MCL model of DLD-1 human colorectal cancer cells. Optical sectioning of confocal imaging was compromised with photonic attenuation and penetration barrier in the deep layers of MCL. By contrast, fluorescent measurement on the cryo-sections provided a feasible alternative. Cold pre-incubation did not enhance the calcein-AM distribution to a significant degree in MCL of DLD-1 cells. However, the simultaneous determination of drug penetration and cellular vitality appeared to be possible in drug treated MCL. In conclusion, these data suggest that calcein-AM can be used for the simultaneous determination of drug-induced anti-proliferative effect and drug penetration in MCL model.

A Structural Model of Health Behavior Compliance in Patients with Percutaneous Coronary Intervention based on Self-Determination Theory (자기결정성이론 기반 관상동맥중재술 환자의 건강행위 이행 구조모형)

  • Park, Ae Ran
    • Journal of East-West Nursing Research
    • /
    • 제24권2호
    • /
    • pp.101-109
    • /
    • 2018
  • Purpose: The purpose of this study was to construct and test a structural equation model of health behavior compliance among patients with percutaneous coronary intervention based on self-determination theory. Methods: A total of 227 participants who received follow-up care after percutaneous coronary intervention were recruited. A structured questionnaire was used to assess health providers' autonomous support, basic psychological needs, autonomous motivation, controlled motivation, type D personality, and health behavior compliance. Collected data were analyzed using SPSS 21.0 and AMOS 21.0 program. Results: The final hypothetical model showed a good fitness with data: GFI=.94, RMSEA=.07, CFI=.96, NFI=.92, TLI=.94. The results revealed that autonomous support of health care providers, basic psychological needs, and autonomous motivation, and D-type personality accounted for 51.8% of health behavior compliance. Conclusion: The findings of this study indicate that enhanced autonomous support of health care providers is essential to promote patients' basic psychological needs and autonomous motivation. This leads to maximized compliance to the health behaviors among patients who underwent percutaneous coronary intervention. We recommend that health care institutions establish various measures to foster the special environments in which health care providers can actively provide and utilize autonomous support for their patients.

Provisioning Quantity Determination of Partially Repairable Concurrent Spare Parts under the Availability Limitation (운용가용도제약하에서 일정 비율 수리가능한 동시조달부품의 구매량 결정)

  • 오근태;김명수
    • Journal of Applied Reliability
    • /
    • 제2권2호
    • /
    • pp.85-97
    • /
    • 2002
  • In this paper, partially repairable concurrent spare parts requirement determination problem of newly procured equipment systems is considered. “partially repairable” means that a portion of damaged parts can be recover their function and reused after repairs. A mathematical model is derived for making an CSP requirement determination subject to the constraint of satisfying any given operational availability limitation. We assume that the failure of a part follows a Poisson process and the repair time has an exponential distribution. Using the generalized Lagrange multipliers method, the solution procedure is derived.

  • PDF

Determination of Optimal Lubricant Quantity for Driving Gear Unit of Unique Model (독자모델 감속구동장치 최적유량 선정에 관한 연구)

  • Kim Young-Ki;Cha Soo-Deok;Kim Jong-Youn;Lee Min-Soo
    • Proceedings of the KSR Conference
    • /
    • 한국철도학회 2005년도 춘계학술대회 논문집
    • /
    • pp.225-230
    • /
    • 2005
  • This paper describes determination of optimal lubricant quantity for driving gear unit. The purpose of selecting optimal lubricant quantity is to evaluate durability of driving gear unit. Lubricant quantity of driving gear unit is important factor affecting durability. The determination methode of lubricant quantity evaluation is used calculation necessary lubricant quantity first, then selection of optimal oil quantity as a base for moving of oil temperature according to changing oil quantity.

Cost Analysis and Economic Evaluation for Manufacturing System Installation (생산시스템의 설치에 따른 비용분석 및 경제성평가)

  • 최형호
    • Journal of Korean Society of Industrial and Systems Engineering
    • /
    • 제18권34호
    • /
    • pp.161-172
    • /
    • 1995
  • The paper examines the cost analysis and economic evaluation for manufacturing system installation in a metal industry. The evaluation procedure is consist of four steps. 1) Attribute determination of manufacturing system 2) Cost Estimating 3) Alternative and Model determination of manufacturing system 4) Economic Analysis. The impact of manufacturing system installations on employment displacement and strategic benefit is discussed and suggested to make a coherent determination of company's objective.

  • PDF

Speakers' Intention Analysis Based on Partial Learning of a Shared Layer in a Convolutional Neural Network (Convolutional Neural Network에서 공유 계층의 부분 학습에 기반 한 화자 의도 분석)

  • Kim, Minkyoung;Kim, Harksoo
    • Journal of KIISE
    • /
    • 제44권12호
    • /
    • pp.1252-1257
    • /
    • 2017
  • In dialogues, speakers' intentions can be represented by sets of an emotion, a speech act, and a predicator. Therefore, dialogue systems should capture and process these implied characteristics of utterances. Many previous studies have considered such determination as independent classification problems, but others have showed them to be associated with each other. In this paper, we propose an integrated model that simultaneously determines emotions, speech acts, and predicators using a convolution neural network. The proposed model consists of a particular abstraction layer, mutually independent informations of these characteristics are abstracted. In the shared abstraction layer, combinations of the independent information is abstracted. During training, errors of emotions, errors of speech acts, and errors of predicators are partially back-propagated through the layers. In the experiments, the proposed integrated model showed better performances (2%p in emotion determination, 11%p in speech act determination, and 3%p in predicator determination) than independent determination models.

A Study on the Outlet Blockage Determination Technology of Conveyor System using Deep Learning

  • Jeong, Eui-Han;Suh, Young-Joo;Kim, Dong-Ju
    • Journal of the Korea Society of Computer and Information
    • /
    • 제25권5호
    • /
    • pp.11-18
    • /
    • 2020
  • This study proposes a technique for the determination of outlet blockage using deep learning in a conveyor system. The proposed method aims to apply the best model to the actual process, where we train various CNN models for the determination of outlet blockage using images collected by CCTV in an industrial scene. We used the well-known CNN model such as VGGNet, ResNet, DenseNet and NASNet, and used 18,000 images collected by CCTV for model training and performance evaluation. As a experiment result with various models, VGGNet showed the best performance with 99.03% accuracy and 29.05ms processing time, and we confirmed that VGGNet is suitable for the determination of outlet blockage.

Taiwan's Palliative and Hospice Care Act - Legislative Background and Controversial Issues - (중화민국(타이완) "안녕완화의료조례(安寧緩和醫療條例)"의 연혁과 내용)

  • Suk, Hee-Tae
    • The Korean Society of Law and Medicine
    • /
    • 제9권2호
    • /
    • pp.77-107
    • /
    • 2008
  • In Republic of Chaina (Taiwan), Natural Death Act named "Anning Huauhe Yiliao Tiaoli" which means palliative and hospice care act was enacted in year of 2000. And enforced in the same year. Many scholars say that Taiwan's Act took Many U.S.A.'s acts such as 'Federal Patient Self-Determination Act 1990', 'California Natural Death Act 1976' and 'Washington Natural Death Act 1979' for a model. Taiwan's Act adopts a few outstanding systems - 'advance declarations' including 'living will' and 'durable power of attorney for health care', 'family-determination system' for a patient who is in a persistent unconscious state. This paper disusses this Act. 'The content is as follow: 1. A background of legislation. 2. The purpose of legislation. 3. The concept of terms. 4. Patient's self-determination. 5. Subrogated determination by family. 6. Keeping documents. 7. Punitive provision. 8. The relationship with euthanasia. 9. Controversial issues.

  • PDF

Geostationary Orbit Surveillance Using the Unscented Kalman Filter and the Analytical Orbit Model

  • Roh, Kyoung-Min;Park, Eun-Seo;Choi, Byung-Kyu
    • Journal of Astronomy and Space Sciences
    • /
    • 제28권3호
    • /
    • pp.193-201
    • /
    • 2011
  • A strategy for geostationary orbit (or geostationary earth orbit [GEO]) surveillance based on optical angular observations is presented in this study. For the dynamic model, precise analytical orbit model developed by Lee et al. (1997) is used to improve computation performance and the unscented Kalman filer (UKF) is applied as a real-time filtering method. The UKF is known to perform well under highly nonlinear conditions such as surveillance in this study. The strategy that combines the analytical orbit propagation model and the UKF is tested for various conditions like different level of initial error and different level of measurement noise. The dependencies on observation interval and number of ground station are also tested. The test results shows that the GEO orbit determination based on the UKF and the analytical orbit model can be applied to GEO orbit tracking and surveillance effectively.