• 제목/요약/키워드: period-k component

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주성분분석을 이용한 기종점 데이터의 압축 및 주요 패턴 도출에 관한 연구 (A Study on the Compression and Major Pattern Extraction Method of Origin-Destination Data with Principal Component Analysis)

  • 김정윤;탁세현;윤진원;여화수
    • 한국ITS학회 논문지
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    • 제19권4호
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    • pp.81-99
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    • 2020
  • 기종점 데이터는 수요 분석 및 서비스 설계를 위해서 대중교통, 도로운영 등 다양한 분야에서 저장 및 활용되고 있다. 최근 빅데이터의 활용성이 증대되면서 기종점 데이터의 분석 및 활용에 대한 수요도 함께 증가하고 있다. 기존의 일반적인 교통 정보 데이터가 수집장비 수(n)에 비례하여 데이터양이 증가(α·n)하는 것과는 다르게, 기종점 데이터는 수집지점 수(n)의 증가에 따라 수집 데이터의 양이 기하급수적으로 증가(α·n2)하는 경향이 있다. 이로 인하여 기종점 데이터를 원시 데이터의 형태로 장기간 저장하고 빅데이터 분석에 활용하는 것은 대용량의 저장 공간이 필요하다는 것을 고려할 때 실용적 대안으로 여겨지지 않고 있다. 이와 함께 기종점 데이터는 0~10 사이의 작은 수요 부분에 패턴화된 형태와 무작위 적인 형태의 데이터가 섞여있어 작은 수요가 그룹화되어 발생하는 주요 패턴을 추출하기에 어려움이 있다. 이러한 기종점 데이터의 저장용량의 한계와 패턴화 분석의 한계를 극복하고자 본 연구에서는 주성분 분석을 활용한 대중교통 기종점 데이터의 압축 및 분석 방법을 제안하였다. 본 연구에서는 서울시와 세종시의 대중교통 이용 데이터를 활용하여 모빌리티 데이터를 분석하고, 모빌리티 기종점 데이터에 포함된 무작위 성향이 높은 데이터를 제거하기 위해 주성분분석 기반의 데이터 압축 및 복원에 관한 연구를 수행하였다. 주성분분석으로 분해된 기종점 데이터와 원데이터를 비교하여 주요한 수요 패턴을 찾고 이를 통해 압축률과 복원율을 높일 수 있는 주성분 범위를 제안하였다. 본 연구에서 분석한 결과, 서울시 기준 1~80, 세종시 기준 1~60까지의 주성분을 사용할 경우 주요 이동 데이터의 손실 없이 기종점 데이터에 포함되어있는 노이즈를 제거하고 데이터를 압축 및 복원이 가능하였다.

흰쥐에 레토르트 삼계탕의 투여가 혈청지질 및 혈당에 미치는 영향 (The Effects of Serum Lipids and Blood Glucose on Retort Samgyetang Intake in Rats)

  • 박영희
    • 대한가정학회지
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    • 제42권10호
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    • pp.143-152
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    • 2004
  • This study presents the effects of serum lipids and blood glucose on retort Samgyetang intake in rats. For this purpose, we measured the ingredients and contents of Samgyetang, and produced a diet for experimental rats. The animal experiment was done in three different diet groups: control, Samgyetang(I) and Samgyetang(II). The results were as follows; 1) There was no sign of difference between the three groups in the body weight gain and food intake due to the effect of dietary component. 2) The density of serum triglyceride in the Samgyetang(II) group was decreased, but there was no sign of difference between the control group and Samgyetang(II). 3) There were no statistically significant differences of serum cholesterol and phospholipid among my of the diet groups. 4) The free fatty acid density and blood glucose level in the Samgyetang(I) and (II) groups were higher than in the control group. In the author's opinion, it is necessary to reexamine them for a long period through the animal experiment.

군산 지역에서 $PM_{10}$의 농도 및 성분 특성에 관한 연구 (Study on the Characteristics of Concentrations and Compositions in $PM_{10}$ in Kunsan City)

  • 김성천;송재종;임성호;강달선
    • 한국환경보건학회지
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    • 제26권3호
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    • pp.18-24
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    • 2000
  • The collection of PM10 samples were collected by a PM10 hi-vol. air sampler from June, 1998 through May, 1999 in Kunsan located at western coastal region of Korea. We obtained 84 samples during sampling period. Samples were analyzed to quantify the concentration of ionic and metallic components such as SO42-, NO3-, Cl-, NH4+, K+, Na+, Mg2+, Zn, Cd, Cr, Pb and Fe. Seasonal variations of the concentrations by wind directions of each component were studied. We found that PM10 concentration had the highest level in winter and the lowest level in summer. When the wind direction is from west to east, the concentration of most ionic and metallic species were higher compared to reverse direction. That implied the effect of air pollutants from industrial area. Also, substantial amount of Na+ and Cl- were observed, which was assumed to the effect from the sea.

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AC SSCB를 이용한 새로운 3상 Static Transfer Switch (New Three-Phase Static Transfer Switch using AC SSCB)

  • 송승민;김진영;김인동
    • 전기학회논문지
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    • 제67권5호
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    • pp.626-634
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    • 2018
  • These days, widespread use of sensitive loads and distributed generators makes static transfer switch (STS) an essential component in power circuits to achieve a good power quality for AC Grids. In case of a short-circuit fault, previous STS cannot break the fault current. However, the proposed STS has the capability of breaking it quickly as a circuit breaker. Also if there are power quality problems such as Sag/Swell, the proposed STS can quickly transfers the load to the good quality source. Furthermore it is proved that the transfer time of the proposed STS is within one half of period of 3-phase source frequency regardless of the type of load. It is anticipated that the proposed STS may be utilized to realize many stable and reliable AC grid systems.

Photoelectic BV Light Curves of Algol and the Interpretations of the Light Curves

  • Kim, Ho-Il
    • Journal of Astronomy and Space Sciences
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    • 제2권1호
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    • pp.35-45
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    • 1985
  • Standardized B and V photoelectric light curves of Algol are made with the obsevations obtained during 1982-84 with the 40-cm and the 61-cm reflectors of Yonsei University Observatory. These light curves show asymmetry between ascending and descending shoulders. The ascending shoulder is 0.02 mag brighter than descending shoulder in V light curve and 0.03mag in B light curve. These asymmetric light crves are interpreted as the result of inhomogeneous energy distribution on the surface of one star of the eclipsing pair rather than the result of gaseous stream flowing from KOIV to B8V star. The 180-year periodicity, so called great inequality, are most likely the result proposed by Kim et al.(1983) that the abrupt and discrete mass losses of cooler component may be the cause of this orbital change. The amount of mass loss deduced from these discrete period changes turned out to be of the order of $10^{-6}$ - $10^{-5}M_\odot$.

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가을철 노지 재배한 시금치의 성숙 시기에 따른 영양 성분 변화 (Changes in Nutritive Components by Growth Periods in Spinach Grown Outdoors in Autumn)

  • 이미희
    • 동아시아식생활학회지
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    • 제19권2호
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    • pp.169-179
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    • 2009
  • The purpose of this study was to investigate nutritional component changes (chlorophylls, vitamin C, and minerals) in two Korean spinach cultivars (Cheongrok, Ddangddali) according to different growth periods, as well as differences in the components of three plant parts (leaves, stems, and roots). Chlorophyll, vitamin C, Na, and Hunter‘s color a/b values reached maximum levels in the spinach leaves after 35 days of planting, while these components did not significantly change in the stems and roots during the growth period. Chlorophyll and vitamin C contents were higher in the leaves than in thestems and roots. On the other hand, moisture content was higher in the stems than in the leaves and roots, and Fe content was highest in the roots. The vitamin C content of this fresh harvested spinach was 2.5 times higher compared to the existing data (Food Nutritive Value Table 2005).

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5세 미만의 폐기능 검사 (Lung function tests in preschool children)

  • 박용민
    • Clinical and Experimental Pediatrics
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    • 제50권5호
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    • pp.422-429
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    • 2007
  • Measurement of lung function is an integral component of respiratory physiology and of clinical assessment of lung diseases in school age children and adults. Pulmonary function test of infants and children under the age of 2 years have now been standardised and are being used both in research and as an adjunct to clinical management. By contrast, until recegntly, children of preschool age, i.e. between 2-6 years represented a major challenge for pulmonary function test assessment, this particular period commonly being referred to as the 'dark ages' of Pediatric Pulmonology. Measurement of lung function in preschool-aged children is now feasible. However, much work remains to be done in standardizing how these tests are performed, and in understanding the most appropriate role for the various tests in the study of growth and development of the respiratory system and in the clinical management of children in this age group. As the field develops and the knowledge of respiratory physiology in this age group expands, investigation of different and more appropriate algorithm use in preschool children, together with development of more appropriate reference data, may result in improved disease discrimination.

Time-division Visible Light Communication Using LED Lamp Light

  • Lee, Seong-Ho
    • 센서학회지
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    • 제24권3호
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    • pp.145-150
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    • 2015
  • We introduce a new method of time-division visible light communication (VLC) using LED lamp light for the generation of synchronizing pulses. The LED lamp, driven by an AC 220-V power line, radiates light that has a 120-Hz frequency component. The pulse generator in each VLC system receives the LED lamp light and generates the synchronizing pulses that are required for time-division transmission of multiple VLC channels. The pulse period is subdivided into several time slots for VLC channels. In experiments, 120-Hz synchronizing pulses were generated using LED lamp light, and three VLC channels were transmitted independently without interfering with each other in a condition where the VLC signals overlapped in space. This configuration is useful in constructing multiple wireless sensor networks that are safe and without interference in locations where LED lamps are used for illumination.

금합금관연이 가토치근막에 미치는 영향에 관한 실험적 연구 (EXPERIMENTAL STUDY ON EFFECTS OF GOLD ALLOYS CROWN MARGIN IN THE RABBIT'S PERIODONTIUM)

  • 장완식
    • 대한치과의사협회지
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    • 제9권6호
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    • pp.293-296
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    • 1971
  • Histochemical observations on the effect of gold alloys crown margin in the periodontal membrane were caried out by use of rabbits. The animal were setted with gold alloys crown on the incisor teeth. The cervical margins were given extence into gingival sockets. The animals were sacrificed at the 30 days experimented period. Specimens of tissue were obtained from the mandibular incisor teeth with jaw. All tissues were fixed immediately in 10% neutral formalin solution. Different histochemical staining methods for the determination of fibrous components were the Mallory-Heidenhain Bielschowsky-Gomori, Gomori's aldehyde fuchsin. Periodic acid-Schiff reaction and Hematoxylin eosin stanin method. The results were as follows. The periodontal membrane is composed primarily of collagenous fibers and fibrous component run functional arrangement but in lower gold content groups, horizontal fiber groups were irregularly run. Elastic fibers were obligue run in experimental groups. There were no significant differences in reticularfibers in distribution.

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최소자승법을 이용한 고속 거리계전 알고리즘 (A High Speed Distance Relaying Algorithm Based on a Least Square Error Method)

  • 강상희;권태원
    • 대한전기학회논문지:전력기술부문A
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    • 제48권7호
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    • pp.855-862
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    • 1999
  • A high speed digital distance relaying algorithm based on a least square error method is proposed. To obtain stable phasor values very quickly, first, a lowpass filter which has very short transient period and no overshoot is presented. Secondly, the least square error method having the data window of 3 samples is used by applying a FIR filter which removes the DC-offset component in current relaying signals. Test results show that the proposed distance relaying algorithm detects most of internal faults within a half cycle after faults in a 154[kV] overhead transmission line system.

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