• Title/Summary/Keyword: Rate of Use

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Shift-invariant face recognition based on the karhunen-loeve approximationof amplitude spectra of fourier-transformed faces (Fourier 변환된 얼굴의 진폭스펙트럼의 karhunen-loeve 근사 방법에 기초한 변위불변적 얼굴인식)

  • 심영미;장주석;김종규
    • Journal of the Korean Institute of Telematics and Electronics C
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    • v.35C no.3
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    • pp.97-107
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    • 1998
  • In face recognition based on the Karhunen-Loeve approximation, amplitudespectra of Fourier transformed facial images were used. We found taht the use of amplitude spetra gives not only the shift-invariance property but also some improvment of recognition rate. This is because the distance between the varing faces of a person compared with that between the different persons perfomed computer experiments on face recognitio with varing facial images obtained from total 55 male and 25 females. We confirmed that the use of amplitude spectra of Fourier-trnsformed facial imagesgives better recognition rate for avariety of varying facial images including shifted ones than the use of direct facial images does.

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Study on the sampling rate for the purpose of use in water distribution network data (상수도 관망 데이터의 사용목적에 관한 수집 주기 연구)

  • Lee, Kyounghwan;Suh, JungChul;Cha, Hunjoo;Song, Kyosin;Choi, Junemo
    • Journal of Korean Society of Water and Wastewater
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    • v.27 no.2
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    • pp.233-239
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    • 2013
  • Sampling rate of Hydraulic pressure data, depending on the intended use of the water distribution system is an important factor. If sampling interval of hydraulic data is short, that will be more useful but it demand a lot of expense for maintenance. In this study, based on simulation of water distribution system 2 khz data, statistical techniques of student t distribution, non-exceedance probability using the optimal sampling rate for research.

A comparing on the use of Centrifugal Turbine and Tesla Turbine in an application of Organic Rankine Cycle

  • Thawichsri, Kosart;nilnont, Wanich
    • International Journal of Advanced Culture Technology
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    • v.3 no.2
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    • pp.58-66
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    • 2015
  • This paper aims to compare the use of Centrifugal Turbine and Tesla Turbine in an application of Organic Rankine Cycle (ORC) Machine using Isopentane as working fluid expanding. The working fluid has boiling point below boiling water and works in low-temperature sources between $80-120^{\circ}C$ which can be produced from waste heat, solar-thermal energy and geothermal energy etc. The experiment on ORC machine reveals that the suitability of high pressure pump for working fluid has result on the efficiency of work. In addition, Thermodynamics theory on P-h diagram also presented the effect of heat sources' temperature and flow rate on any work. Thus, the study and design on ORC machine has to concern mainly on pressure pump, flow rate and optimized temperature. Result experiment and calculate ORC Machine using centrifugal Turbine efficiency better than Tesla turbine 30% but Tesla Turbine is cheaper and easily structure. Further study on the machine can be developed throughout the county due to its low cost and efficiency.

Effect of Fiber Blending on Material Property of Hybrid Fiber Reinforced Concrete (섬유 혼입 비율에 따른 하이브리드 섬유보강 콘크리트의 재료특성)

  • Kim, Hag-Youn;Seo, Ki-Won;Lee, Wok-Jae;Kim, Nam-Ho;Park, Choon-Gun
    • Proceedings of the Korea Concrete Institute Conference
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    • 2004.11a
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    • pp.345-348
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    • 2004
  • In this study, an effect of fiber blending on material property of hybrid fiber reinforced concrete (HFRC) was evaluated. Also, optimized association and the mixing rate of fiber for HFRC was determined. Test result shows, in the case of mono fiber reinforced concrete, use of steel fiber in concrete caused increment in tensile and bending strength as the blended ratio increases, while use of carbon fiber and glass fiber caused increment in compressive strength. Use of hybrid fiber reinforcement in concrete caused a significant influence on its fracture behavior; consequently, caused increase by mixing rate of steel fiber and contributed by carbon fiber, glass fiber, celluloid fiber in reinforcement effect in order.

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Seasonal Change in the CO2 Fixation Rate and Water-Use Efficiency of Broad-leaved Tree Species on Jeju Island (제주지역 주요 활엽수의 대기 중 CO2 흡수율과 수분이용효율의 계절적 변화)

  • Oh, Soonja;Kim, Hyoun-Chol;Kang, Hee-Suk;Shin, Chang-Hoon;Koh, Seok Chan
    • Journal of Environmental Science International
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    • v.29 no.2
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    • pp.123-132
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    • 2020
  • Seasonal changes in the CO2 fixation rate and water-use efficiency in the leaves of six evergreen and two deciduous broad-leaved tree species on Jeju Island, Korea, were measured using a portable photosynthesis analyzer, to identify which species are most efficient in taking up CO2 from the air. The CO2 fixation rate was high in the deciduous species in spring and summer and decreased in fall, whereas it was high in the evergreen species in summer and fall and decreased in winter. The rate remained high in the deciduous tree Prunus yedoensis from spring to fall (> 7.1 μmol CO2/m2/s) and in two evergreen trees, Castanopsis cuspidata var. sieboldii and Cinnamomum camphora, in summer and fall (7.0 9.9 μmol CO2/㎡/s). Therefore, these tree species fix atmospheric CO2 effectively. The water-use efficiency was higher in evergreen species than in deciduous species regardless of the season. Exceptionally, it was high in the deciduous species Zelkova serrata in spring and summer (> 100 μmol CO2/mol H2O), suggesting that Z. serrata is a useful tree for dry conditions due to its tolerance of water stress. The regressions of the CO2 fixation rate versus the evaporation rate and stomatal conductance were linear and non-linear, respectively. This suggests that the stomatal activity of leaves plays an important part in CO2 fixation of plants. In conclusion, C. cuspidata var. sieboldii, C. camphora, and P. yedoensis should be planted along roads or in urban spaces for the greening of cities and mitigation of CO2 concentrations in the air.

A Study on the Korean Interest Rate Spread Prediction Model Using the US Interest Rate Spread : SVR-Ensemble (RNN, LSTM, GRU) Model based (미국 금리 스프레드를 이용한 한국 금리 스프레드 예측 모델에 관한 연구 : SVR-앙상블(RNN, LSTM, GRU) 모델 기반)

  • Jeong, Sun-Ho;Kim, Young-Hoo;Song, Myung-Jin;Chung, Yun-Jae;Ko, Sung-Seok
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.43 no.3
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    • pp.1-9
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    • 2020
  • Interest rate spreads indicate the conditions of the economy and serve as an indicator of the recession. The purpose of this study is to predict Korea's interest rate spreads using US data with long-term continuity. To this end, 27 US economic data were used, and the entire data was reduced to 5 dimensions through principal component analysis to build a dataset necessary for prediction. In the prediction model of this study, three RNN models (BasicRNN, LSTM, and GRU) predict the US interest rate spread and use the predicted results in the SVR ensemble model to predict the Korean interest rate spread. The SVR ensemble model predicted Korea's interest rate spread as RMSE 0.0658, which showed more accurate predictive power than the general ensemble model predicted as RMSE 0.0905, and showed excellent performance in terms of tendency to respond to fluctuations. In addition, improved prediction performance was confirmed through period division according to policy changes. This study presented a new way to predict interest rates and yielded better results. We predict that if you use refined data that represents the global economic situation through follow-up studies, you will be able to show higher interest rate predictions and predict economic conditions in Korea as well as other countries.

A Study on the Characteristics of Heat Source Temperature for Two-Well Geothermal System Using Numerical Simulation (수치 시뮬레이션을 이용한 복수정(Two-Well) 개방형 지열 시스템의 열원수 온도 변화 검토)

  • Cho, JeongHeum;Nam, YuJin
    • Korean Journal of Air-Conditioning and Refrigeration Engineering
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    • v.27 no.4
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    • pp.207-212
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    • 2015
  • The use of groundwater and ground_heat is one of the ways to use natural and renewable energy, and it has been considered as a technology to reduce greenhouse gas emissions and increase energy-saving. There are a few researches on the optimum design for the open-loop geothermal system. In this study, to develop the optimal design method numerical simulation of the open-loop geothermal system with two-wells was performed by a groundwater and heat transfer model. In this paper, a study was performed to analyze the system performance according to well distance and pumping flow rate. In the result, average heat exchange rate and heat source temperature were calculated and it was found that they were dependent on the pumping rate.

The impact of external workers on the employment performance (간접고용이 고용성과에 미치는 효과)

  • Lee, Si-Kyoon
    • Korean Journal of Labor Studies
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    • v.17 no.1
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    • pp.243-267
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    • 2011
  • This paper explores the impact of the external workers on employment performance in Korea, using Workplace Panel Survey (WPS). I find the use of external workers, e.g., temporary agency workers, in-subcontract workers, and contract workers, is mainly negatively related with employment performance. Especially the use of in-subcontract workers and contract workers is negatively related with the job creation rate of standard workers and the net growth rate of internal workers. The results show the existence of a substitute effect between the use of internal and external workers.

Acceleration of Mounting in Self Mounting Method and Its Effect on Cocooning, Cocoon Characters and Reeling Parameters in Silkworm Bombyx mori L.

  • Himantharaj, M.T.;Das, Kakali;Kumari, K.M.Vijaya;Rajan, R.K.
    • International Journal of Industrial Entomology and Biomaterials
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    • v.4 no.1
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    • pp.19-22
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    • 2002
  • Rotary mountages are the best mountages among all the mountages that are used in sericultural areas. But to use this mountage more space, separate mounting hall & requires more labour to pickup the matured worms. to over come these problems, self mounting method is adopted to save the time Er labour, But the mounting rate is generally less. To accelerate the mounting rate different repellents viz; saw dust, phytoecdysone, 1% cresol with paddy husk, lime, kaolin, gormalin chaff were used in the present study. The results indicated that highest number of larvae climbed the mountage in 1% cresol with paddy husk, followed by phytoecdysone and lime. It is observed that the use of repellents at wandering stage accilerates mounting rate and did not affect the quality of the cocoons and reeling characters.

Smoking, Drinking and Safety Behavior Practices in Middle and High School Students (일 지역 중.고등학생의 흡연, 음주와 안전생활 실천)

  • Kim, Hyeon-Ok;Jeon, Mi-Suk
    • Child Health Nursing Research
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    • v.14 no.1
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    • pp.99-110
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    • 2008
  • Purpose: This study was done to identify the relationship between smoking, drinking and safety behavior in middle and high school students in one Korean province, North Cholla. Method: The study sample included 1,327 randomly selected middle and high school students from S-Gun area in Chonbuk Province. The data were collected using an anonymous questionnaire developed by the Ministry of Health and Welfare (2005). The data were analyzed using the SPSSWIN 15.0 program. Results: The smoking rate in the middle and high school students was 6.9%, and the drinking rate was 24.9%. The rate for seatbelt use was 49.3%, for drunk driving, 8.8%, and for riding in car driven by a drunk driver, 24.0%. The rates for seatbelt use, for drunk driving, and for riding in a drunk driver were higher in smokers and drinkers than in non-smokers and non-drinkers(p<.05). Conclusion: The smoking and drinking status of the adolescents was correlated with their safety behavior practices as they relate to seatbelt use, drunk driving, and for riding in car driven by a drunk driver. Therefore, an elementary school level program to curb student smoking and alcohol consumption is needed to prevent smoking and alcohol consumption in middle and high school students and contribute to improvement in their safety behavior practices.

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