• 제목/요약/키워드: remaining useful life

검색결과 93건 처리시간 0.026초

분자표지자에 의한 지황 유전집단의 유전적 다양성 (Genetic Diversity of Rehmannia glutinosa Genotypes Assessed by Molecular Markers)

  • 방경환;정종욱;김영창;이제완;김홍식;김동휘
    • 생명과학회지
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    • 제18권4호
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    • pp.435-440
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    • 2008
  • RAPD 분석을 이용하여 지황 육성 계통과 지역 수집종 들을 구분할 수 있는 분자표지자를 선발하고, 집단 간, 집단 내 유전적 다양성을 평가하기 위하여 본 실험을 수행하였다. 총 20개의 임의 primer를 이용하여 PCR 한결과, 육성 계통과 수집종 들을 구별할 수 있는 OPA-1 등 10개의 재현성과 다형성이 좋은 프라이머 들을 선발하였다. 특히 OPA-10, OPA-11 및 OPA-19는 고려지황과 지황1호를 다른 계통 및 수집종 들과 구별할 수 있었으며, 이들 프라이머를 이용하여 0.9 kb, 1.2 kb, 1.3 kb 및 1.4 kb등의 육성계통 특이적인 DNA 밴드들을 확보할 수 있었다. 한편 이들의 결과를 토대로 통계처리에 의한 유전분석 결과, 고려지황, 지황1호 및 일본지황은 집단 내 유사도가 높아 다른 집단들과 구별되었다. 결론적으로, RAPD 분석을 통한 결과는 지황의 유전적 다양성 이해와 특정 계통을 다른 계통 및 수집종 들과 구분할 수 있는 방법으로 이용될 수 있다.

고분자전해질 연료전지 예지 진단 기술 (A Review on Prognostics of Polymer Electrolyte Fuel Cells)

  • 이원용;김민진;오환영;손영준;김승곤
    • 한국수소및신에너지학회논문집
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    • 제29권4호
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    • pp.339-356
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    • 2018
  • Although fuel cell systems have advantages in terms of electric efficiency and environmental impact compared with conventional power systems, fuel cell systems have not been deployed widely due to their low reliability and high price. In order to guarantee the lifetime of 10 years, which is the commercialization goal of Polymer electrolyte fuel cells (PEFCs), it is necessary to improve durability and reliability through optimized operation and maintenance technologies. Due to the complexity of components and their degradation phenomena, it's not easy to develop and apply the diagnose and prognostic methodologies for PEFCs. The purpose of the paper is to show the current state on PEFC prognostic technology for condition based maintenance. For the prognostic of PEFCs, the model driven method, the data-driven, and the hybrid method can be applied. The methods reviewed in this paper can contribute to the development of technologies to reduce the life cycle cost of fuel cells and increase the reliability through prognostics-based health management system.

조선후기 예장용 쓰개류에 관한 고찰 - 족두리ㆍ화관을 중심으로 - (A Study on Headdresses for Ceremony in the Latter Period of Chosun -Focusing on Chok-Du-Ri(족두리).Hwa-Gwan(화관)-)

  • 전혜숙;박수옥
    • 한국가정과학회지
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    • 제5권2호
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    • pp.101-118
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    • 2002
  • This study focuses on the ideas that Chok-Du-Ri(족두리)ㆍHwa-Gwan(화관) are mentioned a substitute preventing abuses of luxury mood by Gache(가채) as the sharpest social problem at that time. First, the origin of Chok-Du-Ri(족두리) was introduced from Ko-Ko-Gwan(고고관) of Mongo(몽고) in Korea dynasty, then was linked to Chosun. That is, Ko-Ko(고고) started from headgear reflecting spiritual view of the northen people, its size was getting smaller passing through Ming(명) dynasty, its essential decoration changed and it carried out Jeon-Ja(전자) remaining decoration nature by real accessories, then it might be descended to Chosun. Second, Hwa-Gwan(화관) is very different from Nanaec(난액) of Chosun Dynasty Records, rather Jeonia, the original form of Chok-Du-Ri, is more similar to it. Third, its decoration like color, jewel, pattern etc influenced wishes of this life like sex, prosperity, glory, longevity, blessing, wealth and fame. Fourth, Chok-Du-Ri(족두리) was restored a substitute for Gache(가채), it was accessory for preventing luxury life, besides it was modeled from headgear in China, Chosun people had it. It is worthwhile as it was based on Chosun Sinocentrism(조선중화주의) in the latter period of Chosun and made it the fruit of that age. Moreover, in those days Qing(청) society accepted the advanced culture and institutional profit of Qing(청) actually, social mood is that home and overseas policy was corrected in many parts, Chok-Du-RiㆍHwa-Gwan were mentioned a substitute of Gache, symbol of luxury. It shows one part of Practical Thougth that abolishes vanity and affectation and makes useful profits in the latter period of Chosun.

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무형자산평가에 관한 이론적 고찰 - 소득접근법의 평가기법을 중심으로 - (A Theoretical Review on the Intangible Assets Valuation Techniques of Income Approach)

  • 안정근
    • 지적과 국토정보
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    • 제45권1호
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    • pp.207-224
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    • 2015
  • 본 연구의 목적은 부동산평가에 있어 소득접근법에 속하는 무형자산의 평가기법을 고찰하는 데 있다. 소득접근법에 의한 무형자산의 가치는 장래 기대되는 경제적 편익을 현재가치로 환원한 값이다. 관계법령의 무형자산의 평가기준으로는 감정평가에 관한 규칙, 지식재산기본법, 국유재산법의 규정을 검토하였다. 경제적 편익의 추계방법으로는 외삽법, 생애주기분석법, 감응도분석법, 시뮬레이션분석법, 판단법, 타불라라사법을, 자본환원율과 할인율의 추계방법으로는 시장추출법, 자본가격결정모형, 조성법, DCF모형, 가중평균자본비용법을 고찰하였다. 대상무형자산의 자본환원방법으로는 사용료절감법, 초과이익환원법, 이윤분할법, 업체가치잔여법, 가상소득환원법 등을 살펴보았다.

자치구 포장상태평가등급 기준 개선 및 포장상태 예측지수 개발 (Development of Borough Road Pavement Condition Evaluation Criteria and Prediction Index)

  • 이상염;전진호
    • 한국도로학회논문집
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    • 제18권6호
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    • pp.115-122
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    • 2016
  • OBJECTIVES : This study develops an evaluation method, which is useful to inspect pavement condition of specific boroughs. This is because pavement condition is broadly divided into five grades via visual inspection, which does not consider the types of deteriorations, and is decided by an investigator having a subjective viewpoint. This visual inspection method is not a satisfactory method for accurate maintenance when various deteriorations occur. METHODS : The performance model considers several factors such as crack, rutting, and IRI. This method is also modified from borough SPI based on SPI (Seoul Pavement Index). Considering limited budget of borough, PI (prediction index) is suggested, which is related to the grade of pavement condition evaluation and type of materials. Practical correlation review is also conducted with statistical verification by using the Monte Carlo simulation. RESULTS : The results of the study show that modified criteria are reasonable. First, the comparison between the visual inspection result and the SPI result indicates that the R-square value is sufficiently high. Second, through the common section, each evaluation method could be compared, and the result shows considerable similarity, which increases when the range is modified. Finally, PI for predicting remaining life and the random number SPI have common parts, which means that each indicator would be adequate to be used as an evaluation method. CONCLUSIONS : Comparison and analysis results show that the developed evaluation method is reasonable for specific boroughs where financial support is inadequate for the evaluation process by using the newer equipment. Moreover, for more accurate evaluation method, previous visual inspection data should be utilized, and the database of inspection equipment have to be collected.

암성 골반통에 대한 경추간판적 상하복신경총 차단술의 효과 (Trans-intervertebral Disc Approach of Superior Hypogastric Plexus Block for Pelvic Cancer Pain: A Retrospective Study)

  • 이윤우;윤덕미;이기문;한승탁;박혜진
    • The Korean Journal of Pain
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    • 제13권2호
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    • pp.202-207
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    • 2000
  • Background: Superior hypogastric plexus block has been advocated as a useful technique for the treatment of cancer related pelvic pain. The aim of this study was to evaluate the effect of neurolytic trans-intervertebrodiscal superior hypogastric plexus block for pelvic cancer pain. Methods: Twenty-eight patients with gynecologic, colorectal or genitourinary cancer who suffered intractable pain were studied. We performed superior hypogastric plexus block by trans-intervertebrodiscal approach at L5/S1 level under the C-arm fluoroscopic guide unilaterally or bilaterally. Ten ml of 100% dehydrated alcohol was injected through each needle. We evaluated the change of visual analog pain score (VAS; 0~100 mm) and daily dose of oral morphine sulphate at the time of pre-block and 7 days after the block. Results: Fourteen patients (50%) had satisfactory pain relief (VAS<30) while five patients (18%) had moderate pain control (VAS 30~60). The remaining nine patients (32%) had mild or little pain relief (VAS>60) and their daily oral morphine doses were above 160 mg. Additional pain control method may be needed for those patients who received high dose of opioid before neurolytic block. Conclusions: We conclude trans-intervertebrodiscal neurolytic superior hypogastric plexus block was effective in relieving pelvic cancer pain. Neurolytic block, earlier stage, may provide better effects for more comfortable life at the end stage for cancer patients.

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부식기반 복합고장을 고려한 가스배관의 신뢰도 평가 (An Assesment of the Gas Pipeline Reliability Using Corrosion based Composite Failure)

  • 김성준;김도현;김우식;김영표;김철만
    • 품질경영학회지
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    • 제47권4호
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    • pp.739-754
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    • 2019
  • Purpose: The purpose of this paper is to develop a reliability estimation procedure for the underground gas pipeline in the presence of corrosion defects. Methods: Corrosion is one of the major causes of the gas pipeline failure. Several failure forms caused by corrosion have been studied. Among them, small leak and burst are considered in this paper. The composite failure of the two is defined by limit state function, and it is expressed with pipe parameters. Given a modified corrosion dataset, in order to obtain reliability estimations, the method of first order and second moment is adopted because of its simplicity. The computation processes are conducted with MATLAB coding. Results: According to numerical results, the probability of composite failure is affected by both small leak and burst. In particular, when corrosion depth stays at low level, it is consistent with the probability of burst failure. On the contrary, it is more influenced by the small leak failure as corrosion depth is increasing. In such case, the probability of composite failure is fast approaching to the safety limit. Conclusion: By considering the composite failure, more practical predictions of remaining life can be obtained. The proposed method is useful for maintenance planning of the underground gas pipeline.

소아 청소년 만성 콩팥병의 진행 억제 (Slowing the Progression of Chronic Kidney Disease in Children and Adolescents)

  • 하일수;최용
    • Childhood Kidney Diseases
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    • 제14권1호
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    • pp.1-9
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    • 2010
  • 긴 잔여 수명을 가진 소아-청소년기에 발생한 만성 콩팥병의 진행을 억제하는 것은 매우 중요하다. 콩팥 기능의 변화는 공식을 이용하여 혈청 크레아틴이나 시스타틴 C 치를 이용한 사구체 여과율의 추정치를 계산하는 것이 비교적 정확하고 편리하다. 고혈압과 단백뇨는 엄격하게 조절되어야 하며 빈혈은 에리트로포이에틴으로 교정되어야 한다. 혈압이 정상인 경우에도 특별한 금기사항이 없는 한 ACE 억제제나 안지오텐신 수용체 차단제를 사용하는 것이 필요하나 부작용의 발생에 주의할 필요가 있다. 만성 콩팥병의 진행 억제를 위한 노력은 만성 콩팥병이 확인되는 대로 가능한 일찍 시작되어야 하며 콩팥 이식을 받을 때까지 잔여 신기능이 남아 있는 한 계속되어야 한다. 온라인 한국 소아 만성 콩팥병 등록 시스템이 만성 콩팥병의 진료에 도움을 준다.

고압 배터리 팩의 임피던스 스펙트럼 측정용 휴대용 임피던스 분광기 (A Portable Impedance Spectroscopy Instrument for the Measurement of the Impedance Spectrum of High Voltage Battery Pack)

  • 굴 라힘;최우진
    • 전력전자학회논문지
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    • 제26권3호
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    • pp.192-198
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    • 2021
  • The battery's State of Health (SOH) is a critical parameter in the process of battery use, as it represents the Remaining Useful Life (RUL) of the battery. Electrochemical Impedance Spectroscopy (EIS) is a widely used technique in observing the state of the battery. The measured impedance at certain frequencies can be used to evaluate the state of the battery, as it is intimately tied to the underlying chemical reactions. In this work, a low-cost portable EIS instrument is developed on the basis of the ARM Cortex-M4 Microcontroller Unit (MCU) for measuring the impedance spectrum of Li-ion battery packs. The MCU uses a built-in DAC module to generate the sinusoidal sweep perturbation signal. Moreover, it performs the dual-channel acquisition of voltage and current signals, calculates impedance using a Digital Lock-in Amplifier (DLA), and transmits the result to a PC. By using LabVIEW, an interface was developed with the real-time display of the EIS information. The developed instrument was suitable for measuring the impedance spectrum of the battery pack up to 1000 V. The measurement frequency range of the instrument was from 1 hz to 1 Khz. Then, to prove the performance of the developed system, the impedance of a Samsung SM3 battery pack and a Bexel pouch module were measured and compared with those obtained by the commercial instrument.

ProphetNet 모델을 활용한 시계열 데이터의 열화 패턴 기반 Health Index 연구 (A Study on the Health Index Based on Degradation Patterns in Time Series Data Using ProphetNet Model)

  • 원선주;김용수
    • 산업경영시스템학회지
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    • 제46권3호
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    • pp.123-138
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    • 2023
  • The Fourth Industrial Revolution and sensor technology have led to increased utilization of sensor data. In our modern society, data complexity is rising, and the extraction of valuable information has become crucial with the rapid changes in information technology (IT). Recurrent neural networks (RNN) and long short-term memory (LSTM) models have shown remarkable performance in natural language processing (NLP) and time series prediction. Consequently, there is a strong expectation that models excelling in NLP will also excel in time series prediction. However, current research on Transformer models for time series prediction remains limited. Traditional RNN and LSTM models have demonstrated superior performance compared to Transformers in big data analysis. Nevertheless, with continuous advancements in Transformer models, such as GPT-2 (Generative Pre-trained Transformer 2) and ProphetNet, they have gained attention in the field of time series prediction. This study aims to evaluate the classification performance and interval prediction of remaining useful life (RUL) using an advanced Transformer model. The performance of each model will be utilized to establish a health index (HI) for cutting blades, enabling real-time monitoring of machine health. The results are expected to provide valuable insights for machine monitoring, evaluation, and management, confirming the effectiveness of advanced Transformer models in time series analysis when applied in industrial settings.