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Applying of SOM for Automatic Recognition of Tension and Relaxation (긴장과 이완상태의 자동인식을 위한 SOM의 적용)

  • Jeong, Chan-Soon;Ham, Jun-Seok;Ko, Il-Ju;Jang, Dae-Sik
    • Journal of the Korea Society of Computer and Information
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    • v.15 no.2
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    • pp.65-74
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    • 2010
  • We propose a system that automatically recognizes the tense or relaxed condition of scrolling-shooting game subject that plays. Existing study compares the changed values of source of stimulation to the player by suggesting the source, and thus involves limitation in automatic classification. This study applies SOM of unsupervised learning for automatic classification and recognition of player's condition change. Application of SOM for automatic recognition of tense and relaxed condition is composed of two steps. First, ECG measurement and analysis, is to extract characteristic vector through HRV analysis by measuring ECG after having the player play the game. Secondly, SOM learning and recognition, is to classify and recognize the tense and relaxed conditions of player through SOM learning of the input vectors of heart beat signals that the characteristic extracted. Experiment results are divided into three groups. The first is HRV frequency change and the second the SOM learning results of heart beat signal. The third is the analysis of match rate to identify SOM learning performance. As a result of matching the LF/HF ratio of HRV frequency analysis to the distance of winner neuron of SOM based on 1.5, a match rate of 72% performance in average was shown.

Stock Assessment of Purplish Washington Clam, Saxidomus purpuratus in the Southern Coastal Waters of Korea (한국 남해안 개조개 Saxidomus purpuratus의 자원평가)

  • Kim, Yeong-Hye;Kwon, Dae-Hyeon;Lee, Dong-Woo;Chang, Dae-Soo;Kim, Jong-Bin;Kim, Seong-Tae;Ryu, Dong-Ki
    • The Korean Journal of Malacology
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    • v.23 no.1
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    • pp.31-38
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    • 2007
  • Population ecological parameters and stock biomass of the purplish washington clam, Saxidomus purpuratus (Sowerby), in the southern coastal areas of Korea were determined based on the fishery data from the Divers Fisheries Cooperative and other available biological data. Instantaneous coefficient of total mortality (Z) of purplish Washington clam was estimated to be 0.7479/year. The estimated instantaneous coefficient of natural mortality (M) was 0.2012/year. From the values of Z and M, the instantaneous coefficient of fishing mortality coefficient (F) for the recent years was calculated to be 0.4578/year. The age of purplish Washington clam at its first capture ($t_c$) was 2.7506 year. Yield-per-recruit and spawning biomass-per-recruit were estimated under harvest strategies that bases on $F_{max}$, $F_{0.1}$, $F_{35%}$ and $F_{40%}$ were shown as 81.60 g, 61.68 g, 115.07 g and 131.51 g, respectively. The acceptable biological catch (ABC) was estimated to be about 1,404 metric tons.

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Experimental Study of Low-Frictional Behavior for Sliding Slab Track (슬라이딩 궤도의 저마찰 거동에 대한 실험적 연구)

  • Kim, Tae-Gu;Jung, Dong-Ki;Lee, Kyoung-Chan
    • Journal of the Korean Society for Railway
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    • v.20 no.2
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    • pp.241-247
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    • 2017
  • Railway bridges with continuously welded rail have a limitation of span length due to track-bridge interaction. In order to overcome this, a sliding slab track system has been developed that comprises with a low-frictional sliding layer between the bridge deck and the track slab to isolate the longitudinal behavior between the bridge and the track. In this study, a real scale track system is prepared to experimentally evaluate the longitudinal frictional behavior. Applied loading rates were 0.2, 1.0, 5.0 and 10mm/min; vertical mass on the track are track slab only, 5,000 and 10,000kg added mass, respectively. Test results showed that the resulting frictional coefficients varied from 0.22 to 0.33. In addition, 10,000 cycle loadings were applied to simulate repetitive sliding to represent 30 years of service life. The frictional coefficient increase was measured and found to be 7% of that of the initial loading stage, which means that the sliding layer is adequate to provide low-frictional behavior for the sliding slab track system. Effects of changes of the frictional coefficient of the sliding layer were analyzed by rail-structure interaction analysis.

A Study on the Fare Elasticities of DST Applications; An Empirical Analysis (경전선 이단적재열차(DST) 도입을 위한 운임 탄력성 조사 연구)

  • Yun, Donghee;Lee, Jinsun;Kim, Ickhee
    • Journal of the Korean Society for Railway
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    • v.15 no.5
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    • pp.517-523
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    • 2012
  • Double Stack Train(DST) is being used variously around USA and Canada. The greatest advantage of the DST is mass transportation without extending the length of freight train and number of cars. So the DST system can be a kind of innovative train to increase the competitiveness of rail logistic business. As the domestic rail logistic increase, for enhancement of environment friendly green transportation amount, the DST needs more for efficiency. In this study, as the alternative way to introduce the DST to the Kyungbu Line, it's investigated the extensibility of rail freight with the relation of rail fare discount and examined the necessity of pilot business to the Kyungjeon Line which was expected comparatively lower cost. If the DST system is introduced to the Kyungjeon Line, the cost of mass transportation can be much lower and then the comparativeness of rail transportation will be increased, therefore logistic companies can have some margin additionally. In the result of survey to the related companies, if rail transportation fare is 37.7 % cheaper than current road transportation fare, the modal shift can be transferred by maximum 100%.

KSTAR 토카막 플라즈마 가열을 위한 중성 입자빔 입사장치용 이온원 개발 현황

  • Kim, Tae-Seong;Jeong, Seung-Ho;Jang, Du-Hui;Lee, Gwang-Won;In, Sang-Yeol;O, Byeong-Hun;Jang, Dae-Sik;Jin, Jeong-Tae;Song, U-Seop
    • Proceedings of the Korean Vacuum Society Conference
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    • 2013.02a
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    • pp.559-559
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    • 2013
  • KSTAR (Korea Superconducting Tokamak Advanced Research) 장치는 차세대 에너지원 중의 하나인 핵융합로를 위한 과학기술 기반을 마련하기 위해 개발된 중형급 토카막 실험장치로서 토카막 운전 영역의 확장과 안정성 확보, 정상상태 운전 도달을 위한 방법 연구, 최적화된 플라즈마 상태와 연속 운전 실현 등을 주요 목표로 하고 있다. 이를 위해 핵융합 반응에 의한 점화조건과 가까운 상태로 플라즈마를 가열해주어야 하며, 토카막 장치의 저항가열 이외에도 외부에서 추가 가열이 반드시 필요하다. 중성 입자빔 입사 장치는 현재 토카막에서 사용되고 있는 가열장치 중 가장 신뢰성있는 추가 가열 장치라 할 수 있으며 한국 원자력연구원에서는 1997년부터 KSTAR 토카막 실험 장치에 사용될 중성 입자빔 입사 장치를 개발해왔었다. 중성빔 입사 장치는 크게 이온원, 진공함, 열량계, 진공 펌프, 중성화 장치, 이온덤프와 전자석으로 이루어져 있으며, 이중 이온원은 중성빔의 성능을 좌우하는 핵심적인 장치라 할 수 있다. 최근 한국원자력연구원에서는 2 MW 중성 입자빔 입사장치용 이온원 개발을 완료하여 KSTAR 토카막 장치에 설치하였으며, 2013년 현재 KSTAR에는 총 두 개의 이온원이 장착되어 최대 약 3 MW 이상의 중수소 중성 입자빔을 입사하여 KSTAR 토카막 실험의 H-mode 달성과 운전 시나리오 연구에 많은 기여를 하고 있다. 한국원자력연구원에서 최초로 개발된 이온원은 미국 TFTR 장치에서 사용되었던 US LPIS (Long Pulse Ion Source)를 기본으로 하여 국내 개발을 수행하였다. 이 온원은 크게 플라즈마를 발생시키는 플라즈마 발생부와 발생된 이온을 인출 및 가속시키는 가속부로 구성되는데, 개발과정에서 가장 먼저 KSTAR의 장주기 운전에 적합하도록 플라즈마 방전부와 가속부의 냉각회로를 요구되는 열부하에 맞게 설계 수정하였다. 그 후 플라즈마 방전부는 방전 시간과 안정성, 플라즈마 밀도의 균일도, 정격 운전, 방전 효율 등을 고려하여 수정 보완하며 개발을 진행하여왔다. 가속부의 경우 국내 제작기술의 한계를 극복하기 위해 빔 인출그리드를 TFTR의 US LPIS 모델의 슬릿형 그리드 타입에서 원형 인출구 타입으로 변경하였으며, 이후 가속 전극의 고전압 내전력 문제, 빔 인출 전류와 전력, 인출 빔의 광학적 질(quality), 빔 인출 시간 동안의 안정성 등을 위해 그리드의 크기와 간격, 모양 등을 변경하여 개발을 수 행하여 왔다. 이 논문은 한국원자력연구원에서 개발이 진행되어 왔던 이온원들을 시간적으로 되짚어 보면서 현재까지의 성과와 문제점, 그리고 앞으로의 개발 방향에 대해 논의하고자 한다.

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Abnormal Response Analysis of a Cable-Stayed Bridge using Gradual Bilinear Method (Gradual Bilinear Method를 이용한 사장교의 케이블 손상응답 해석)

  • Kim, Byeong-Cheol;Park, Ki-Tae;Kim, Tae-Heon;Hwang, Ji-Hyun
    • Journal of the Korea institute for structural maintenance and inspection
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    • v.18 no.6
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    • pp.60-71
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    • 2014
  • Cable-stayed bridge, which is one of the representative long-spanned bridge, needs prompt maintenances when a stay cable is damaged because it may cause structural failure of the entire bridge. Many researches are being conducted to develop abnormal behavior detection algorithms for the purpose of shortening the reaction time after the occurrence of structural damage. To improve the accuracy of the damage detection algorithm, ample observation data from various kinds of damage responses is needed. However, it is difficult to measure an abnormal response by damaging an existing bridge, numerical simulation can be an effective alternative. In most previous studies, which simulate the damage responses of a cable-stayed bridge, the damages has been considered as a load variation without regard to its stiffness variation. The analyses of using these simplification could not calculate exact responses of damaged structure, though it may reserve a sufficient accuracy for the purpose of bridge design. This study suggests Gradual Bilinear Method (GBM) which simulate the damage responses of cable-stayed bridge considering the stiffness and mass variation, and develops an analysis program. The developed program is verified from the responses of a simple model. The responses of a existing cable-stayed bridge model are analyzed with respect to the fracture delay time and damage ratio. The results of this study can be used to develop and verify the highly accurate abnormal behavior detection algorithm for safety management of architecture/large structures.

Maturity and Spawning of Korean Flounder Glyptocephalus stelleri (Schmidt) in the East Sea of Korea (동해안 기름가자미 Glyptocephalus stelleri (Schmidt)의 성숙과 산란)

  • Cha, Hyung Kee;Kwon, Hyeok Chan;Lee, Sung Il;Yang, Jae Hyeong;Chang, Dae Soo;Chun, Young Yull
    • Korean Journal of Ichthyology
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    • v.20 no.4
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    • pp.263-271
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    • 2008
  • The maturity and spawning of Korean flounder Glyptocephalus stelleri were investigated using samples randomly collected in the East Sea of Korea from May 2005 to September 2008. Gonadosomatic index began to increase in December and reached a maximum between March and May. After spawning it began to decrease from June. The spawning period was March to June, and the main spawning period was April to May. Annual reproductive cycles of this species can be divided into four successive stages; immature stage (July~November), maturing stage (December~February), mature stage (March~April) and spent stage (May~June). The fecundity ranged from 15,146 eggs at 24.1 cm (TL) to 101,491 eggs at 38.1 cm (TL). The relationship between total length (TL) and fecundity (F) can be expressed as $F=0.0004TL^{3.449}$ ($R^2=0.663$), with F increasing with TL. The TL at 50% group maturity ($TL_{50%}$) was estimated to be 25.6 cm.

Visual Cells in the Retina of Iksookimia longicorpa (Pisces; Cobitidae) of Korea (한국산 미꾸리과 어류 왕종개 Iksookimia longicorpa 망막의 시각세포)

  • Kim, Jae Goo;Park, Jong Young
    • Korean Journal of Ichthyology
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    • v.27 no.4
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    • pp.257-262
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    • 2015
  • The visual cells in the retina of Iksookimia longicorpa (Pisces, Cobitidae) were investigated by light and scanning electron microscopes. The retina ($216.42{\pm}13.36{\mu}m$) has several layers, and the visual cell layer consists of unequal double cones and large rods. In a double cone, two members are unequal such that one cone is longer than the other (long element $26.42{\pm}1.7{\mu}m$, short element $16.82{\pm}1.1{\mu}m$). The cones form a row mosaic pattern in which the partners of double cones are linearly oriented with a large rod. The visual cells observed have an outer segment (hematophilic), inner segment (eosinophilic). In scanning electron microscopy, the outer segment links to inner segment by so-called calyceal piles (calyceal processes) of membrane discs surrounded by double membranes.

Effect of Moxibustion on Patients with Idiopathic Parkinson's Disease (특발성 파킨슨병 환자의 뜸치료 효과)

  • Park, Sang-min;Lee, Sang-hoon;Kang, Mi-kyuang;Jung, Ji-cheol;Park, Hi-joon;Lim, Sabina;Chang, Dae-il;Lee, Yun-ho
    • Journal of Acupuncture Research
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    • v.22 no.1
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    • pp.91-97
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    • 2005
  • Objective : This study was designed to evaluate the effect of moxibustion with various scales on symptoms of idiopathic Parkinson's disease. Methods : Subjects were voluntarily recruited by newspapers and internet. All the subjects are confirmed as idiopathic parkinson's disease by a neurologist. The moxibustion therapy was performed 5 times a week by patient's family at home and once a week by oriental medical doctor at hospital. Moxibustion points were GV2O, CV12, ST36, BL18, BL2O. Intensity was up to pain threshold according to patients not to get burned. The patient's symptoms were assessed before, after 4 weeks and after 8 weeks treatment by unified Parkinson's disease rating scale(UPDRS), modified Hoehn-Yahr(H-Y) stage, Schwab & England activity of daily living and freezing of gait questionnaire(FOGQ). Results : Total UPDRS scores were significantly improved after 4 weeks(p<0.01) and after 8 weeks(p<0.01) compared to the pre-treatment. There were significant changes in H-Y stage after 4 weeks(p<0.05), but there were no significant changes in H-Y stage after 8 weeks. The scores of ADL were not significantly improved after 4 weeks(p>0.05) and after 8 weeks(p>0.05). There were significant changes in FOGQ scale after 4 weeks(p=0.05) and but there were no significant changes in FOGQ scale after 8 weeks(p=0.13). Conclusion : This study suggests that moxibustion treatments can be applicable to improve symptoms in the patients with idiopathic Parkinson's disease.

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Concentration of metallic elements in surface sediments at a waste disposal site in the Yellow Sea (황해 폐기물 투기해역(서해병) 표층 퇴적물의 금속원소 분포)

  • Koh, Hyuk-Joon;Choi, Young-Chan;Park, Sung-Eun;Cha, Hyung-Kee;Chang, Dae-Soo;Lee, Chung-Il;Yoon, Han-Sam
    • Journal of Environmental Science International
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    • v.22 no.7
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    • pp.787-799
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    • 2013
  • The aim of this study was to investigate the accumulation of metallic elements and the control effect of marine pollution caused by ocean dumping in the sediments at a waste disposal area in the Yellow Sea. In July 2009, concentrations of organic matter and metallic elements (Al, Fe, As, Cd, Cr, Co, Hg, Ni, Mn, Pb, and Zn) were measured in surface sediments at the site. The ignition loss (IL) in the surface sediments showed a mean value of 15.4%, about 1.5 times higher than the mean value of the sediments in the coastal areas of Korea. The chemical oxygen demand (COD) at some disposal sites exceeded 20 mg $O_2/g{\cdot}dry$, which signifies the initial concentration of marine sediment pollutants in Japan. The disposal sites contain higher concentrations of Cr, Cu and Zn than the sediments of bays and estuaries that might be contaminated. The magnitude of both metal enrichment factors (EF) and adverse biological effects suggest that pollution with Cr and Ni occurred due to the dumping of waste in the study area. In addition, the geoaccumulation index (Igeo) showed that the surface sediments were moderately contaminated. By the mid-2000s, when the amount of waste dumped at this site was the highest, the concentration of metallic elements was higher than ever recorded. On the other hand, in 2008-09, the need for environmental management was relatively low compare with the peak. As a result, the quality of marine sediment has been enhanced, considering the effect of waste reduction and natural dilution in the disposal area.