• 융합신호처리학회논문지
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• 제2권3호
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• pp.73-78
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• 2001

특수일 부하를 예측하기 위하여 BP 신경회로망 모형과 다중 회귀모형을 구성한다. 신경회로망 모형은 패턴 변환비를 이용하고, 다중회귀 모형은 평일 환산비를 이용하여 특수일 부하를 예측한다. 주간 피크 부하예측 모형에 패턴 변환비를 이용하여 짧고 긴 특수일 부하를 예측 한 결과 주간 평균 오차율이 1∼2[%]로 나와 본 기법의 적합성을 확인할 수 있다. 하지만, 패턴 변환비 방법으로는 하계의 특수일 부하 예측은 어려웠다. 따라서 기온-습도, 불쾌지수 등을 설명변수로 하는 다중 회귀 모형을 구성하고 평일 환산비를 이용하여 하계의 특수일 부하를 예측한다. 평일만의 예측 모형과 예측 결과를 비교해 보면 월 평균 오차율이 비슷하게 나와 이용한 방법의 적합성을 확인하였다. 그리고, 통계적 검정을 통해 구성한 예측 모형의 유효성을 입증할 수 있었다. 이로서 본 연구에서 제시한 특수일 부하를 예측하는 기법의 적합성을 확인함으로서 피크 부하 예측시 큰 난점 중의 하나가 해결되었다.

• 한국습지학회지
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• 제9권1호
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• pp.123-131
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• 2007

Effect of nitrogen-load condition on hydrogen ($H_2$) production and bacterial community in a continuous anaerobic hydrogen fermentation were investigated. The slight $H_2$ production on extremely low nitrogen-load condition (C/N ratio: 180) at the start-up period. The highest $H_2$ production was obtained when the C/N ratio was 36, the $H_2$ production yield ($mol-H_2/mol-glucose$) reached to 1.7, and it was indicated that Clostridium pasteurianum mainly contributed to the $H_2$ production. The $H_2$ production was decreased on both the lower (C/N: 72) and higher (C/N: 18) nitrogen-load conditions. The excess nitrogen-load was not always suitable for the hydrogen production. The fluctuation of $H_2$ production seemed to be caused by a change in the bacterial community according to the nitrogen-load condition, while a recovery of $H_2$ productivity was possible by a control of nitrogen-load condition through the bacterial community change. When the nitrogen-load condition was not suitable for hydrogen production, the lactic acid concentration was increased and also lactic acid bacteria were definitely detected, which suggested that the competition between hydrogen fermentator and lactic acid producer was occurred. These results demonstrated that the nitrogen-load condition affect on the $H_2$ productivity through the change of bacterial community in anaerobic hydrogen fermentation.

• 대한기계학회논문집A
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• 제26권7호
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• pp.1270-1279
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• 2002

Residual stress is a dominant obstacle to efficient production and safe usage of device by deteriorating the mechanical strength and failure properties. Therefore, we proposed a new thin film stress-analyzing technique using a nanoindentation method. For this aim, the shape change in the indentation load-depth curve during the stress-relief in film was theoretically modeled. The change in indentation depth by load-controlled stress relaxation process was related to the increase or decrease in the applied load using the elastic flat punch theory. Finally, the residual stress in thin film was calculated from the changed applied load based on the equivalent stress interaction model. The evaluated stresses for diamond-like carbon films from this nanoindentation analysis were consistent with the results from the conventional curvature method.

• 비파괴검사학회지
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• 제20권1호
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• pp.54-61
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• 2000

피로손상이 발생하는 초기단계는 결정립계나 석출물, 그리고 잔류응력과 같은 전위(dislocation)의 이동성에 영향을 미치는 변수에 의해 지배되는 것으로 널리 알려져 있으나, 물리적으로 손상의 발생을 탐지할 수 있는 단계는 미소균열의 발생단계라 할 수 있다. 미소균열은 microcrack으로 부르는 것이 일반적이지만 피로손상의 문제에서만은 short(or small) fatigue crack으로 통용되고 있다. 따라서 미소균열 보다는 소균열 또는 피로 단균열이 더 알맞은 용어일지도 모르는데, 그 크기가 수 ${\mu}m$에서 수 mm의 범위에 걸친 균열의 총칭이다. 이러한 크기라면 대략 통상적인 비파괴시험 방법으로 탐지할 수 있는 범위의 한계 부근에 있으므로 피로손상의 탐지와 관련된 비파괴평가의 역할과 관련하여 새삼스럽게 한번 짚고 넘어가는 것도 의미 있는 일이라 생각된다. 피로와 관련하여 보고된 비파괴평가에 관한 연구는 감히 그 숫자를 헤아릴 수 없이 많으나 그 대부분은 피로균열의 성장 및 전파에 관한 것으로, 피로 단균열과 관련한 연구는 상대적으로 적으며 특히 국내에서는 거의 찾아볼 수 없다. 그러나 피로 단균열의 탐지와 관련하여 지금까지 전세계적으로 보고된 연구 결과는 다수 있으므로 여기서는 주로 비파괴평가로 볼 수 있는 연구에 대해서만 살펴보기로 한다.

• Journal of Biosystems Engineering
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• 제31권1호
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• pp.16-23
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• 2006

Depth and working load control is one of the most important technique in control system for tractor rotary implement automation. Keeping the depth consistent is critical to bring along crops and to improve the efficiency and quality of the following operations. Keeping the load of engine consistent is an essential factor for the efficiency of operation and engine protection of tractor. In this study we investigated the possibility of application of depth and working load control system for tractor using a proportional valve through field tests. Depth control was implemented by the ascent and descent of 3 point linkage for the change of setting depth. There were 4 mm and 5.2 mm control deviations for setting depths of 50mm and 100mm, respectively. Load control was operated appropriately by the ascent and of descent of 3 point link for the change of setting working load. The standard deviations between setting load and engine load were 171 rpm at 1.3 km/h and 164 rpm at 2.3 km/h tractor travel velocity. The results of experiment showed that the characteristics of response was sufficient to be used as the implement depth and working load control system for tractor using proportional valve.

• 전기학회논문지
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• 제65권1호
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• pp.16-22
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• 2016

This paper addresses the load usage scheduling in the HEMS for residential power consumers. The HEMS would lead the residential users to change their power usage, so as to minimize the cost in response to external information such as a time-varying electricity price, the outside temperature. However, there may be a consumer's inconvenience in the change of the power usage. In order to improve this, it is required to understand the pattern of load usage according to the external information. Therefore, this paper suggests a methodology to model the load usage pattern, which classifies home appliances according to external information affecting the load usage and models the usage pattern for each appliance based on a copula function representing the correlation between variables. The modeled pattern would be reflected as a constraint condition for an optimal load usage scheduling problem in HEMS. To explain an application of the methodology, a case study is performed on an electrical water heater (EWH) and an optimal load usage scheduling for EHW is performed based on the branch-and-bound method. From the case study, it is shown that the load usage pattern can contribute to an efficient power consumption.

• 한국농공학회논문집
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• 제62권5호
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• pp.47-62
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• 2020

Rice paddy accounts for approximately 52.5% of all farmlands in South Korea, and it is closely related to the water environment. Climate change is expected to affect not only agricultural productivity also the water and the nutrient circulation. Therefore this study was aimed to evaluate changes of nitrogen load from rice paddy considering climate change scenario uncertainty. APEX-Paddy model which reflect rice paddy environment by modifying APEX (Agricultural Policy and Environmental eXtender) model was used. Using the AIMS (APCC Integrated Modeling Solution) offered by the APEC Climate Center, bias correction was conducted for 9 GCMs using non-parametric quantile mapping. Bias corrected climate change scenarios were applied to the APEX-Paddy model. The changes and uncertainty in runoff and nitrogen load were evaluated using multi-model ensemble. Paddy runoff showed a change of 23.1% for RCP4.5 scenario and 45.5% for RCP8.5 scenario compared the 2085s (2071 to 2100) against the base period (1976 to 2005). The nitrogen load was found to be increased as 43.9% for RCP4.5 scenario and 76.0% for RCP8.5 scenario. The uncertainty analysis showed that the annual standard deviation of nitrogen loads increased in the future, and the maximum entropy indicated an increasing tendency. And Duncan's analysis showed significant differences among GCMs as the future progressed. The result of this study seems to be used as a basis for mid- and long-term policies for water resources and water system environment considering climate change.

• 대한치과보철학회지
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• 제43권2호
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• pp.248-257
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• 2005

Statement of problem. Cortical bone plays an important role in the primary implant stability, which is essential to immediate/early loading. However, immediate load-bearing capacity and primary implant stability according to the change of the cortical bone thickness have not been reported. Purpose. The objectives of this study were (1) to measure the immediate load-bearing capacity of implant and primary implant stability according to the change of cortical bone thickness, and (2) to evaluate the correlation between them. Material and methods.48, screw-shaped implants (3.75 mm$\times$7 mm) were placed into bovine rib bone blocks with different upper cortical bone thickness (0-2.5 mm) and resonance frequency (RF) values were measured subsequently. After fastening of healing abutment. implants were subjected to a compressive load until tolerated micromotion threshold known for the osseointegration and load values at threshold were recorded. Thereafter, RF measurement after loading, CT taking and image analysis were performed serially to evaluate the cortical bone quality and quantity. Immediate load-bearing capacity and RF values were analyzed statistically with ANOVA and post-hoc method at 95% confidence level (P<0.05). Regression analysis and correlation test were also performed. Results. Existence and increase of cortical bone thickness increased the immediate load-bearing capacity and RF value (P<0.05) With the result of regression analysis, all parameter's of cortical bone thickness to immediate load-bearing capacity and resonance frequency showed significant positive values (P<0.0001). A significant high correlation was observed between the cortical bone thickness and immediate load-beating capacity (r=0.706, P<0.0001), between the cortical bone thickness and resonance frequency (r=0.753, P<0.0001) and between the immediate load-bearing capacity and resonance frequency (r=0.755, P<0.0001). Conclusion. In summary, cortical bone thickness change affected the immediate load-baring capacity and the RF value. Although RF analysis (RFA) is based on the measurement of implant/bone interfacial stiffness, when the implant is inserted stably, RFA is also considered to reflect implant/bone interfacial strength of immediately after placement from high correlation with the immediate load-baring capacity. RFA and measuring the cortical bone thickness with X-ray before and during surgery could be an effective diagnosis tool for the success of immediate loading of implant.

• 한국지반환경공학회 논문집
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• 제14권12호
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• pp.13-22
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• 2013

교량의 하부구조는 고정하중과 차량 활하중 등의 수직 방향 하중을 지지할 뿐만 아니라 횡방향 하중을 지지해야 하므로 교량의 안전성에 있어 매우 중요한 구조 요소임과 동시에 경제성에 영향을 미치는 요소이다. 따라서, 본 연구에서는 말뚝캡 직상부에 모멘트 집중을 피할 수 있는 말뚝형 기둥의 현장 적용성에 대한 기초적인 사례연구를 수행하였으며, 말뚝 본체의 구조성능보다는 지반의 지지력이 더 큰 영향을 미치는 것으로 분석되었다.

• 한국지형학회지
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• 제20권1호
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• pp.75-83
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• 2013

해안지역의 인위적 간섭은 토사의 생산 및 유출에 의해 지형적인 변동을 유발한다. 더욱이 해안변동을 안정화시키기 위한 구조물의 설치가 다른 지역의 지형을 변화시키는 요인이 되기도 한다. 그러나 대부분 해안지역에 대한 토사 유출자료는 구축되어 있지 않은 실정이다. 본 연구는 장기적인 해안변동 경향, 해안변동의 주요 인자인 토사유출의 정량적인 평가 방안, 그리고 이를 고려한 접속도로의 설계하중에 영향을 미치는 요소에 대해 적절한 방향을 제시하고자 한다.