• 제목/요약/키워드: Observation reliability

검색결과 321건 처리시간 0.023초

관측 환경에 따른 상시미동의 HVSR 결과 신뢰도 평가 (Reliability Assessment of Ambient Noise HVSR per Observation Condition)

  • 유병호;최우정;최인혁;곽동엽
    • 대한토목학회논문집
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    • 제42권1호
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    • pp.23-33
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    • 2022
  • 상시미동의 수직성분에 대한 수평성분 스펙트럼비(HVSR)는 부지 공명주파수를 파악하는데 활발히 사용되고 있다. HVSR의 가장 큰 비율을 가지는 주파수는 부지 공명주파수와 일치한다. 상시미동은 부지 주변에 존재하는 미세진동을 의미하기 때문에 직접적인 진동원을 파악할 수 없으며, 또한 조절할 수 없다. 따라서 신뢰적인 상시미동 HVSR을 구하기 위해서는 상시미동 측정에 충분한 시간적 여유와 주변 환경의 파악 또한 필요하다. 본 연구에서는 신뢰적인 HVSR 분석에 필요한 상시미동 측정 최소시간과 지진계와 인위적인 진동 사이의 이격거리의 영향을 알아보았다. 토사 부지의 경우 센서 설치 후 5분 이내에 안정화가 되었으나, 암반 부지의 경우 안정화까지 1시간 이상이 소요되었다. 또한 상시미동 관측 시 발걸음 진동이 지진계 10 m 이내에 존재할 경우 HVSR결과에 큰 영향을 미치는 것을 확인하였다. 이러한 결과는 현장에서 상시미동의 HVSR측정에 필요한 가이드라인을 제공할 것으로 기대된다.

Prediction of stress intensity factor range for API 5L grade X65 steel by using GPR and MPMR

  • Murthy, A. Ramachandra;Vishnuvardhan, S.;Saravanan, M.;Gandhi, P.
    • Structural Engineering and Mechanics
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    • 제81권5호
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    • pp.565-574
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    • 2022
  • The infrastructures such as offshore, bridges, power plant, oil and gas piping and aircraft operate in a harsh environment during their service life. Structural integrity of engineering components used in these industries is paramount for the reliability and economics of operation. Two regression models based on the concept of Gaussian process regression (GPR) and Minimax probability machine regression (MPMR) were developed to predict stress intensity factor range (𝚫K). Both GPR and MPMR are in the frame work of probability distribution. Models were developed by using the fatigue crack growth data in MATLAB by appropriately modifying the tools. Fatigue crack growth experiments were carried out on Eccentrically-loaded Single Edge notch Tension (ESE(T)) specimens made of API 5L X65 Grade steel in inert and corrosive environments (2.0% and 3.5% NaCl). The experiments were carried out under constant amplitude cyclic loading with a stress ratio of 0.1 and 5.0 Hz frequency (inert environment), 0.5 Hz frequency (corrosive environment). Crack growth rate (da/dN) and stress intensity factor range (𝚫K) values were evaluated at incremental values of loading cycle and crack length. About 70 to 75% of the data has been used for training and the remaining for validation of the models. It is observed that the predicted SIF range is in good agreement with the corresponding experimental observations. Further, the performance of the models was assessed with several statistical parameters, namely, Root Mean Square Error (RMSE), Mean Absolute Error (MAE), Coefficient of Efficiency (E), Root Mean Square Error to Observation's Standard Deviation Ratio (RSR), Normalized Mean Bias Error (NMBE), Performance Index (ρ) and Variance Account Factor (VAF).

한의 임상 복진법 - 전문가 의견을 바탕으로 - (Clinical Abdominal Examinations in Korean Medicine Based on Expert Opinions)

  • 김금지;전혜진;고석재;박재우
    • 대한한방내과학회지
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    • 제42권6호
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    • pp.1211-1222
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    • 2021
  • Objectives: The purpose of this study was to investigate the opinions of experts on abdominal examinations in Korean Medicine included in the curriculum of the College of Korean Medicine. Methods: Among Korean doctors, 14 experts on abdominal examinations were interviewed; the experts included 9 professors of Korean internal medicine, 1 expert in diagnostics of Korean Medicine, 1 primary care Korean medicine doctor, and 3 executives of a (former) Korean association of the abdomen. The interview consisted of questions regarding recognition of the clinical importance of abdominal examinations, how to perform abdominal examinations, the most frequent abdominal examination findings encountered in clinical practice, and the definition of some of the abdominal examination findings. Results: Most interviewees recognized abdominal examinations as important and used them in clinical practice. Opinions on additions and corrections were collected regarding observation items, posture, method, and order during abdominal examinations. Abdominal examination findings that were common clinically were abdominal fullness (腹滿), epigastric stuffness (心下痞鞕), abdominal tenderness, epigastric fullness (心下滿), and rib distention (胸脇苦滿). The answers to the question related to the definitions of abdominal examination findings included consent and supplementary opinions regarding definitions of deficiency-excess, cold-heat, abdominal tenderness, tension of abdominal muscles, succession sounds, and borborygmus; these were mainly selected based on abdominal symptoms that are highly quantifiable. Conclusions: In the future, based on the results of this study, additional research related to the drafting of a standard abdominal examination in Korean medicine should be conducted to provide an opportunity to increase the reliability of Korean medicine diagnosis.

Remaining Useful Life Estimation based on Noise Injection and a Kalman Filter Ensemble of modified Bagging Predictors

  • Hung-Cuong Trinh;Van-Huy Pham;Anh H. Vo
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제17권12호
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    • pp.3242-3265
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    • 2023
  • Ensuring reliability of a machinery system involve the prediction of remaining useful life (RUL). In most RUL prediction approaches, noise is always considered for removal. Nevertheless, noise could be properly utilized to enhance the prediction capabilities. In this paper, we proposed a novel RUL prediction approach based on noise injection and a Kalman filter ensemble of modified bagging predictors. Firstly, we proposed a new method to insert Gaussian noises into both observation and feature spaces of an original training dataset, named GN-DAFC. Secondly, we developed a modified bagging method based on Kalman filter averaging, named KBAG. Then, we developed a new ensemble method which is a Kalman filter ensemble of KBAGs, named DKBAG. Finally, we proposed a novel RUL prediction approach GN-DAFC-DKBAG in which the optimal noise-injected training dataset was determined by a GN-DAFC-based searching strategy and then inputted to a DKBAG model. Our approach is validated on the NASA C-MAPSS dataset of aero-engines. Experimental results show that our approach achieves significantly better performance than a traditional Kalman filter ensemble of single learning models (KESLM) and the original DKBAG approaches. We also found that the optimal noise-injected data could improve the prediction performance of both KESLM and DKBAG. We further compare our approach with two advanced ensemble approaches, and the results indicate that the former also has better performance than the latters. Thus, our approach of combining optimal noise injection and DKBAG provides an effective solution for RUL estimation of machinery systems.

드론을 활용한 정보수집 및 아이디어 창출에 관한 연구 (A Study on Information Collection and Idea Creation Using Drones)

  • 조화니;유재원;최현
    • 대한토목학회논문집
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    • 제44권1호
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    • pp.117-124
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    • 2024
  • 가치공학(VE; Value Engineering)은 최적의 생애주기 비용으로 최상의 가치를 실현하는 것으로 준비단계(Pre-Study), 분석단계(Study), 실행단계(Post-Study) 3가지 단계로 구성된다. 본 연구에서는 VE 준비단계 중 현장방문 시 정보수집 및 분석을 위한 방법을 제안하고자 한다. 드론을 활용하여 생성된 3차원 공간모델은 연구 대상지를 중심에서 또는 외부에서 다양한 각도로 관찰 및 분석을 할 수 있었다. 준비단계부터 현장 방문 시 미시적 관점에서만 가능했던 현장조사는 드론을 활용함으로써 연구 대상지역의 3차원 공간모델링으로 거시적인 관점에서 검토가 가능하였으며, 실제 관측한 공간정보 데이터를 이용하여 설계 VE 워크숍 중에도 실시간으로 정보를 확인할 수 있어 효율적이고 신뢰성 있는 VE 수행을 할 수 있었다.

PLC(Programmable Logic Controller)와 공중통신망을 이용한 하천수위감시시스템 구축 사례 연구 (A Case Study on the Implementation of a River Water Level Monitoring System using PLC(Programmable Logic Controller) and Public Telecommunication Network)

  • 김석주;김민수
    • 한국전자거래학회지
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    • 제20권4호
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    • pp.1-17
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    • 2015
  • 낙동강 하굿둑의 주요 기능인 염수피해 방지와 홍수 배제를 효과적으로 수행하기 위하여, 주요 지점의 하천 수위 변화를 감시하여 하굿둑 수문(水門) 운영에 신속히 반영할 수 있도록 하천수위감시시스템을 구축하였다. 하굿둑 운영에 직접 영향을 미치는 낙동강 본류 3개 지점에 PLC와 공중통신망을 이용하여 시스템을 구축하고, 하굿둑 통합운영시스템과 연계하였다. PLC를 활용하여 안정성과 범용성을 확보하고 유지관리의 편의성을 제고할 수 있었다. 전원 제어장치를 설치하여 경고장 발생 시 원격에서 신속히 조치를 취한 뒤, 초기화할 수 있도록하여 현장까지의 출동 횟수를 대폭 감소시킬 수 있었다. 현장 데이터 저장 기능을 추가하여, 통신망 이상 등으로 데이터가 센터로 전송되지 못할 경우를 대비하였으며, 통신망은 공중통신망인 ADSL(FTTH)을 이용하여 경제성을 고려하였고, CDMA(M2M)를 보조망으로 구성하여 이중화하였다. 공중통신망의 보안 취약성을 보완하기 위하여 전용망과 같은 효과를 볼 수 있도록 VPN을 각각 설치하고, 가상사설망을 통하여 센터와 관측국이 통신하도록 하였다. 일반적으로 하천 수위관측국에는 목적에 따라 전용의 원격터미널을 이용하고 있으나, 본 사례는 범용적인 PLC를 이용하여 개방적 구조의 시스템을 구축함으로써, 향후 유역통합물관리에 대비하여 여러시스템간의 인터페이스와 유지관리의 용이성, 보안성, 경제성을 고려한 모델이라는 점에 의의가 있다.

Seeding 및 혼합조건이 Struvite 형성에 미치는 영향 (Effect of Seeding and Mixing Conditions on Struvite Crystallization)

  • 김진형;김대근;강주형;이상일
    • 대한환경공학회지
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    • 제29권3호
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    • pp.325-331
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    • 2007
  • 본 연구는 불화암모늄$(NH_4F)$ 폐수를 대상으로 struvite 결정화 공법 적용시 암모니아성 질소 제거효율 향상과 struvite 결정화 공법의 문제점 중 하나인 struvite 처리수로부터 관내 scale 형성을 방지하기 위한 방안을 강구하였다. Struvite의 결정화 반응시 seeding 영향은 혼합조건인 $G{\cdot}t_d$값에 따라 달랐으며 낮은 $G{\cdot}t_d$값에서 seeding에 의한 암모니아성 질소$(NH_4^+-N)$ 및 인$(PO_4^{3-}-P)$의 제거효율은 90% 이상 향상되었다. Seeding을 한 경우가 하지 않은 경우보다 $G{\cdot}t_d$값을 약 4배 정도 단축시킬 수 있었다. Seeding 물질의 주입량은 전체부피 2%(v/v) 이상 첨가시 암모니아성 질소 제거효율 증가는 점진적이었다. Struvite 결정화 반응시 암모니아성 질소 및 인 제거효율이 낮은 처리수 일수록 일정한 시간경과 후 처리수로부터 잠재적인 struvite 생성 가능성이 높게 나타났다. 이는 짝진 표본 t-검정 결과 신뢰범위 95%에서 실험결과와 동일한 경향을 보였다.

백혈병의 임상관찰 및 변증에 대한 연구 (Clinical Observation and Diagnosis in Leukemia)

  • 심상집;노정은;이재호;김명동
    • 동의생리병리학회지
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    • 제18권5호
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    • pp.1242-1253
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    • 2004
  • Leukemia is a blood disease that occurs in the abnormal process of leukocyte maturation. Its main medical treatment is chemical therapy and bone medical transplant. But its treatments give rise to ill effects and sequela. At present, the cause of leukemia is not fully understood. But oriental concept of curing leukemia is the holistic thinking that emphasizes the unity, wholeness, and the relationship between the human organs, including western medical concept of blood cause. So it is estimated that holistic medical treatment in oriental medicine could present new medical way of curing leukemia. I read over the diary on struggles against leukemia, survey on the leukemia patients, and, medical charts in the oriental clinics that treated in the holistic way, and I interviewed the leukemia patients. With these materials, I classified the early main attacking symptoms according to the chief complaints of one hundred leukemia patients. With these results collected, I present new alternative treatment by oriental medical diagnosis. The chief early complaints that leukemia patients give are fatigue, enervation, cold, contusion, fever, high fever, sweating at sleep, myalgia, arthralgia, and dizziness, in order of main symptoms. Fatigue occurs mainly by spleen and stomach weakness and marrow shortage. So it is estimated that It is important to treat the spleen that is responsible for supplementing the marrow. Because the leukemia patients have anemia and hemorrhage, to treat the spleen is important for hematopoiesis and controlling blood. In case of cold, it penetrates into the body when the body is weak. So its treatment is to increase body's health. But the cause of fever is difficult to classify into outer cause and inner cause. But in case of children under 14 years old, fever is the main sypmptom. I think this is because children have the body with pure vital energy. Hemorrhage is thought to be the result of yin-lack and heat-miasma of spleen and stomach channels. Contusion occurs from the qi-weakness and the not-controlling-blood. Sweating at sleep is from the yin-weakness. It is found with all weak symptoms. Dizziness is from the yin-blood impairment. Weight-loss is from the marrow shortage. Myalgia and arthralgia is mainly from inner weakness, not outer maisma. Most leukemia patients have the idea that holistic treatment of leukemia could be of assistance and give help to the low immunity. So it is expected that holistic medical treatment could contribute to knowing the cause and treatment of leukemia, and give people reliability on oriental medical treatment, through the profound diagnosis of leukemia.

토양수분 데이터의 거동 및 품질 평가: 용담시험유역 사례연구 (Evaluation of the behavior and quality in soil moisture data: A case study of Yongdam study watershed)

  • 이슬찬;백종진;최민하;조영현
    • 한국수자원학회논문집
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    • 제52권12호
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    • pp.951-962
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    • 2019
  • 최근 수문 순환 및 자연재해 관련 연구에 기초자료로 활용될 수 있도록 일관성과 정확성이 높은 토양수분 자료 생산의 필요성이 대두되고 있으나, 국내에서는 토양수분 데이터의 품질관리 기법 등 신뢰도를 확보할 수 있는 연구 개발이 부족한 실정이다. 이에 본 연구에서는 국내 UNESCO-IHP 대표 시험유역인 용담댐 유역의 토양수분 관측소 6개 지점을 대상으로 토양수분의 거동을 분석하고 International Soil Moisture Network(ISMN)의 품질관리 기법을 적용하여 토양수분 데이터의 품질을 향상시킬 수 있는 방향을 제시하고자 하였다. 거동 분석 결과 두 관측소의 경우(i.e., 부귀, 안천 관측소)를 제외한 모든 관측소에서 정상적인 토양수분 거동 형태를 보이는 것을 확인할 수 있었다. 품질관리 기법을 적용한 결과, 상 범주에 해당되는 관측 값은 없었고, 토양수분의 동결이 일어나는 경우도 일반적인 범위(~20%) 내에서 나타나는 것을 확인하였다. 선행 강우 없이 토양수분이 증가하는 경우 또한 ~4% 이내로 나타났으며, spike의 경우 0.01%, plateau의 경우 ~5% 수준으로 선별되어 매우 양호한 결과를 확인할 수 있었다. 추후 관측소별 토양 특성이 고려된 Site-specific한 품질관리 기준이 마련된다면, 보다 신뢰도 높은 토양수분 기초자료의 생산을 가능케 할 것으로 기대된다.

자연적 가족계획 방법에 대한 이론적 고찰 (A Theoretical Review on the Natural Family Planning Method)

  • 박신애
    • 지역사회간호학회지
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    • 제7권2호
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    • pp.410-419
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    • 1996
  • This study was reviewed from 1000 articles related to family planning from 1970 to 1990 and 20 articles associated with natural family planning from 1980 until the present. The purpose of natural family planning(NFP) is to identify the time ovulation of women themselves, to have intercourse with periodic abstinence, and to deliver a healthy child. The ultimate goal of NFP is to promote the family's health. The NFP method is described as periodic abstinence of intercourse to avoid pregnancy by identifying the ovulation time in the menstration cycle. Clinical symptoms and signs of reflection underlying changes in Estrogen and Progesterone are the change of basal body temperature, the change of cervical mucus and cervix, abdominal pain and breast tenderness. The types of NFP are the calender rthythm method, basal body temperature methods, cervical mucus method, symptothermal method, cyclo-thermal method and home based ovulation test kits. Recently the cyclo-thermal method involved. It is calendar rhythm method applied to B.B.T. For the cervical mucus method, when the estrogen level in the blood concentration is increased, the mucus begins to excrete, the amount of moist mucus increases while the mucus is clear, slippery, and smooth. For 3 days, this timing can be considered contraception. Fertility is at a maximum on the day mucus appears, abstinence for 3 days is a type of contraception. Sexual intercourse on a maximum day of mucus maximizes pregnancy potential. But, the contraception depends on the practice of a perfect rule. For basal body temperature methods, at ovulation time, the temperature increases $0.2^{\circ}C-0.5^{\circ}C$. Through the review of literature a high temperature above $0.2^{\circ}C$ for 3 days indicates that the previous 6 day period was ovulation and fertilization. The Symptothermal method is used to determine the prediction of ovulation through the observation of mucus excretion, high temperature, the change of cervical mucus, low abdominal pain, vaginal discharge, and breast change. Home based ovulation test kits are cervico-vaginal fluid aspiration, test a digital electric thermometer, body fluid(blood, saliva, urine) test kits, They are on the market. However, research on the contraception method is still in progress. For pregnancy it is still too early to use home based ovulation test kits because of deficit of reliability and simplicity more research on the technology is needed. It is suggested that NFP methods be included in nursing curriculum in order to educate NFP users how to effectively use NFP methods. Furthermore, this study has implications for the dissemination of NFP methods in terms of Korean policies of family planning and the support of community welfare agences.

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