• Journal of Power Electronics
• /
• 제12권1호
• /
• pp.1-9
• /
• 2012

This study investigates an application of the Hamming network-dual extended Kalman filter (DEKF) based on pattern recognition for high accuracy state-of-charge (SOC)/capacity estimation and state-of-health (SOH) prediction at various temperatures. The averaged nine discharging/charging voltage-temperature (DCVT) patterns for ten fresh Li-Ion cells at experimental temperatures are measured as representative patterns, together with cell model parameters. Through statistical analysis, the Hamming network is applied to identify the representative pattern that matches most closely with the pattern of an arbitrary cell measured at any temperature. Based on temperature-checking process, model parameters for a representative DCVT pattern can then be applied to estimate SOC/capacity and to predict SOH of an arbitrary cell using the DEKF. This avoids the need for repeated parameter measuremet.

• Journal of the Korean Data and Information Science Society
• /
• 제20권2호
• /
• pp.377-385
• /
• 2009

서울시에 거주하는 25명의 여대생을 대상으로 식이요법에 대한 체중감량 효과를 비교하고자 식이요법과 운동을 병행하는 그룹과 식이요법만 실시하는 그룹으로 나누어서, 8주간에 걸쳐서 2주 간격으로 측정을 실시하여 각 그룹별로 4회 반복측정실험자료를 얻었다. 이 실험자료를 바탕으로 반복측정에 관한 혼합모형을 이용하여 분석한 결과 처리별 Toeplitz 공분산형태가 가장 적절한 모형으로 선택되었다. 처리별 Toeplitz 공분산형태를 가정하여 분석한 결과, 식이요법 이전의 체중값과 시간의 차이에 따른 효과는 대단히 유의하지만, 처리와 시간 간의 교호작용은 유의하지 않은 것으로 나타났으며, 식이요법과 운동을 병행한 그룹의 학생들이 식이요법만 섭취한 그룹의 학생들보다 좀더 효과적인 체중감량의 효과가 있었음이 판명되었다.

• 대한원격탐사학회지
• /
• 제24권2호
• /
• pp.117-124
• /
• 2008

지형지물은 각각의 특징적 요인을 내포하고 있다. 이 특징적 요인들은, 공간해상도에 따라 정도의 차이가 있겠지만, 수집된 위성영상에도 반영된다. 이러한 요인들 중에서는 영상분류에 활용될 경우 영상 분류의 정확도를 높혀주고, 때로는 이것이 거의 물체인식의 수준까지 기여할 수 있는 것들이 있다. 이 연구에서는 텍스춰 및 지형지물의 배열에 있어서 특징적 현상을 보이는 비닐하우스를 대상으로 spatial auto-corelation 개념을 기반으로 자동적으로 이를 인지하는 방법을 개발하였다. 사용된 알고리즘은 디지타이징과 같은 사람의 직접적인 개입이 없이 자동화된 방법으로 비닐하우스의 특정한 패턴이 반복적으로 나타나는 것을 감지할 수 있도록 개발되었다. 패틴의 인식에 더하여 비닐하우스의 기하학적 모양을 고려하는 방법도 도입하였다. 그럼으로써 비닐하우스의 추출에 단순히 화소 단위의 분석이 아닌 보다 객체지향적인 방법으로 비닐하우스를 추출하도록 하였다. 개발된 방법을 제주지역의 IKONOS에 적용시켜 본 결과 연구대상지역내의 비닐하우스가 매우 정확하게 적출되었다.

• 한국정밀공학회지
• /
• 제21권5호
• /
• pp.188-202
• /
• 2004

This research was designed to investigate biomechanical aspects of the evolution based on the hypothesis of dynamic cooperative interactions between the locomotion pattern and the body shape in the evolution of human bipedal walking The musculoskeletal model used in the computer simulation consisted of 12 rigid segments and 26 muscles. The nervous system was represented by 18 rhythmic pattern generators. The genetic algorithm was employed based on the natural selection theory to represent the evolutionary mechanism. Evolutionary strategy was assumed to minimize the cost function that is weighted sum of the energy consumption, the muscular fatigue and the load on the skeletal system. The simulation results showed that repeated manipulations of the genetic algorithm resulted in the change of body shape and locomotion pattern from those of chimpanzee to those of human. It was suggested that improving locomotive efficiency and the load on the musculoskeletal system are feasible factors driving the evolution of the human body shape and the bipedal locomotion pattern. The hypothetical evolution method employed in this study can be a new powerful tool for investigation of the evolution process.

• 한국지반공학회지:지반
• /
• 제5권4호
• /
• pp.37-46
• /
• 1989

본 논문은 반복하중을 받는 과추밀 실트질 점토의 일반적 특성에 관한 연구로서 재성형 시료를 과압밀 상태로 제작하여 일련의 변형-제어 반복 삼축시험을 수행하였다. 일반적으로 단일하중의 경우에 과압밀점토의 축차응력-축변형률 관계는 그 형태에 있어 정규압밀점토의 결과와 흡사하지만, 반복하중을 받게 쾨면 시료 내의 간극수압 거동은 시료의 압밀리력 과 반복응력의 크기에 따라 변화하게 된다. 그러므로 서로 다른 과압밀비를 가진 시료에 대한 반복 하중시험 결과를 통하여 나타난 일반적 응력-변형 특성에 관하여 상호 비교 분석하고,이들의 종합적인 관계로부터 변형 및 강도 특성을 찾고자 하였다. 또한 시료가 평형상웅로 존재할 수 있는 반복응력의 한계치를 의미하는 직선 혹은 곡선형태의 평형상태선을 결정하고 과압밀비 의 변화에 따른평형상태선의 경향을 관찰하였다.

• 한국운동역학회지
• /
• 제16권1호
• /
• pp.159-166
• /
• 2006

The purpose of this study were analysed fatigue character of lumbar extension Muscle during repeated trunk flexion-extension motion we used EMG multi-telemeter (WEB 5000, Nihon Koden, Japan), Medex lumbar extension machine(Ocala, USA). We evaluated 20 persons on chronic low back pain group and 20 persons on control group. We analysed the quantitative variables IMF, MF, decreased ratios of MF to investigate fatigue. As a result, the following conclusion was drawn : 1. Each lumbar IMF of CLBP was L5> L3> L1 in the order of their size. CON group was similar quantitative and same order. But the relationship of two groups were not significantly. 2 The IMF within lumbar position(L1-L3, L1-L5, L3-L5) of two groups was significantly all positions(p<.05). 3. The MF shifting at lumbar position of two groups during repeated trunk flexion-extension motion was decrease shifting pattern with increase repeating motion, especially CLBP group was suddenly dropping than CON at all lumbar positions(L1, L3, L5) on early stage motion(34 set). 4. The lumbar fatigue of CLBP was higher than CON during repeated trunk flexion-extention motion, so CLBP supposed more tired than CON. And it was significantly within two groups at lumbar positions(L1, L3 : p<.05, L5 : P<.01).

• 대한전기학회:학술대회논문집
• /
• 대한전기학회 2004년도 추계학술대회 논문집 전기물성,응용부문
• /
• pp.251-254
• /
• 2004

The aging diagnosis technique using partial discharge detection method detects partial discharge signals cause of power equipment failuer and able to forecast the aging state of insulation system through analysis algorithm, in this paper accumulates HFPD signal during constant scheduled cycles to build HFPD pattern and then analyzes HFPD pattern using statistical parameters and ${\Delta}F$ pattern. The 3D pattern is composed of detected signal frequency, amplitude and repeated number and the FRPDA(frequency resolved partial discharge analysis) technique is used in 3D pattern construction. The ${\Delta}F$ pattern shows variation characteristics of amplitude gradient of consecutive HFPD signal Pulses and able to classify discharge types-internal discharge, surface discharge and coronal discharge etc. Fractal mathematics applied to ${\Delta}F$ pattern quantification and neural networks is used in aging diagnostic algorithm.

• 지역사회간호학회지
• /
• 제11권1호
• /
• pp.172-183
• /
• 2000

This paper explores the process of pattern recognition reflected in Newman's praxis methodology by three Korean elderly people with chronic illnesses. Four core themes demonstrated from the life pattern of participants that discouragement/frustration, regret, deep grudge/ pent up feeling and renunciation/ resignation were prevalent. None of the participants had experienced the turning point central to the process of expanding consciousness. It was concluded that it requires longer a research period with repeated in-depth interviews to explore the transformation in the process of recognizing a pattern of life.

• 전자공학회논문지D
• /
• 제34D권12호
• /
• pp.62-67
• /
• 1997

The optical lithography wit an ArF excimer laser as a light source is expected to be used in the mass production of giga-bit DRAMs which require less than 0.2.mu.m minimum feature size. In this case, the distortion of a patterned image becomes very severe, since the lithography porcess is performed at the resolution limit. Traditionally, the photomask pattern was designed and revised with trial-and-error methods, such as repeated execution of process simulators or actual process experiments which require time and effort. Ths paper describes a program which automatically finds an optimal mask pattern. The program divides the mask plane into cells with same sizes, chooses a cell randomly, changes the transparent/opaque property of the cell, and eventually genrates a mask pattern which produces required image pattern. The program was applied to real DRAM cell patterns to produce mask patterns which genertes image patterns closer to object images than original mask patterns.

• 한국실내디자인학회논문집
• /
• 제15권4호
• /
• pp.106-114
• /
• 2006

The purposes of natural science museums are to educate the general public on the principles and application of science, and help them understand various aspects of science technology. Data should be analyzed by considering these educational aspects of exhibition, and the methods of presenting exhibits should be decided. Accordingly, the composition of exhibition contents with various exhibition elements has an important role at natural science museums. The relation and structure of exhibition themes are significant factors in helping visitors understand the principles of science and a system of viewing circulation can be used as an important tool for understanding the flow of exhibition. In other words, at the planning stage for the composition of exhibition contents, the relation of exhibition themes as well as the circulation patterns of viewers can induce active viewing behaviors. Therefore, centering on the patterns of viewing circulation as well as on the connectivity of exhibition themes at natural science museums, the purposes of this research are: 1) to conceptualize the composition of exhibition contents; and 2) to find elements that can induce active viewing behaviors by analyzing visitors' viewing behaviors. This research was establishing an analytical indicator of contact for viewing behaviors observed from the composition of exhibition scenarios, the active viewing patterns of engagement, first contact, and repeated contact were analyzed. First, a composition pattern with a high participation rate, in contact with exhibits, was found to induce an overall-viewing circulation and have a big ring of the composition of exhibition themes. Second, by inducing a partial-viewing circulation pattern, a high rate of first contacts was observed from a ring pattern of theme connection. Even for the structure with theme connection with depth, a high frequency of contacts with various exhibits was found when exhibition themes have a ring pattern. Third, the repeated contacts were mostly found in the form of scenarios, which has a successive structure of ring and cross patterns.