• Title/Summary/Keyword: Generation mean.

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Spatial and temporal distribution of Wind Resources over Korea (한반도 바람자원의 시공간적 분포)

  • Kim, Do-Woo;Byun, Hi-Ryong
    • Atmosphere
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    • v.18 no.3
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    • pp.171-182
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    • 2008
  • In this study, we analyzed the spatial and temporal distribution of wind resources over Korea based on hourly observational data recorded over a period of 5 years from 457 stations belonging to Korea Meteorological Administration (KMA). The surface and 850 hPa wind data obtained from the Korea Local Analysis and Prediction System (KLAPS) and the Regional Data Assimilation and Prediction System (RDAPS) over a period of 1 year are used as supplementary data sources. Wind speed is generally high over seashores, mountains, and islands. In 62 (13.5%) stations, mean wind speeds for 5 years are greater than $3ms^{-1}$. The effects of seasonal wind, land-sea breeze, and mountain-valley winds on wind resources over Korea are evaluated as follows: First, wind is weak during summer, particularly over the Sobaek Mountains. However, over the coastal region of the Gyeongnam-province, strong southwesterly winds are observed during summer owing to monsoon currents. Second, the wind speed decreases during night-time, particularly over the west coast, where the direction of the land breeze is opposite to that of the large-scale westerlies. Third, winds are not always strong over seashores and highly elevated areas. The wind speed is weaker over the seashore of the Gyeonggi-province than over the other seashores. High wind speed has been observed only at 5 stations out of the 22 high-altitude stations. Detailed information on the wind resources conditions at the 21 stations (15 inland stations and 6 island stations) with high wind speed in Korea, such as the mean wind speed, frequency of wind speed available (WSA) for electricity generation, shape and scale parameters of Weibull distribution, constancy of wind direction, and wind power density (WPD), have also been provided. Among total stations in Korea, the best possible wind resources for electricity generation are available at Gosan in Jeju Island (mean wind speed: $7.77ms^{-1}$, WSA: 92.6%, WPD: $683.9Wm^{-2}$) and at Mt. Gudeok in Busan (mean wind speed: $5.66ms^{-1}$, WSA: 91.0%, WPD: $215.7Wm^{-2}$).

Solar Energy Prediction Based on Artificial neural network Using Weather Data (태양광 에너지 예측을 위한 기상 데이터 기반의 인공 신경망 모델 구현)

  • Jung, Wonseok;Jeong, Young-Hwa;Park, Moon-Ghu;Seo, Jeongwook
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2018.05a
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    • pp.457-459
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    • 2018
  • Solar power generation system is a energy generation technology that produces electricity from solar power, and it is growing fastest among renewable energy technologies. It is of utmost importance that the solar power system supply energy to the load stably. However, due to unstable energy production due to weather and weather conditions, accurate prediction of energy production is needed. In this paper, an Artificial Neural Network(ANN) that predicts solar energy using 15 kinds of meteorological data such as precipitation, long and short wave radiation averages and temperature is implemented and its performance is evaluated. The ANN is constructed by adjusting hidden parameters and parameters such as penalty for preventing overfitting. In order to verify the accuracy and validity of the prediction model, we use Mean Absolute Percentage Error (MAPE) and Mean Absolute Error (MAE) as performance indices. The experimental results show that MAPE = 19.54 and MAE = 2155345.10776 when Hidden Layer $Sizes=^{\prime}16{\times}10^{\prime}$.

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Life cycle analysis on correlation relationship between GHG emission and cost of electricity generation system for energy resources (전과정을 고려한 에너지 자원별 전력생산의 온실가스 배출량과 비용의 상관관계 분석)

  • Kim, Heetae;Ahn, Tae Kyu
    • 한국신재생에너지학회:학술대회논문집
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    • 2011.05a
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    • pp.136.2-136.2
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    • 2011
  • In this work, we analyzed correlations between life-cycle greenhouse gas (GHG) emissions and life-cycle cost of energy resources. Energy resources studied in this paper include coal, natural gas, nuclear power, hydropower, geothermal energy, wind power, solar thermal energy, and solar photovoltaic energy, and all of them are used to generate electricity. We calculated the mean values, ranges of maximum minus minimum values, and ranges of 90% confidence interval of life-cycle GHG emissions and life-cycle cost of each energy resource. Based on the values, we plotted them in two dimensional graphs to analyze a relationship and characteristics between GHG emissions and cost. Besides, to analyze the technical maturity, the GHG emissions and the range of minimum and maximum values were compared to each other. For the electric generation, energy resources are largely inverse proportional to the GHG emission and the corresponding cost.

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An Experimental Study on the Noise Generation Mechanisms of Propane Premixed Flames (프로판 예혼합화염의 소음발생 매커니즘에 관한 실험적 연구)

  • Lee, Won-Nam;Park, Dong-Soo
    • 한국연소학회:학술대회논문집
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    • 2004.06a
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    • pp.27-33
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    • 2004
  • The Noise generation mechanisms of propane laminar premixed flames on a slot burner have been studied experimentally. The sound levels and frequencies were measured for various mixture flow rates (velocities) and equivalence ratios. The primary frequency of self-induced noise increases with the mean velocity of mixture as $f{\;}{\propto}{\;}U_f^{1.144}$ and the measured noise level increases with the mixture flow rate and equivalence ratio as $p{\;}{\propto}{\;}U_f^{1.7}$$F^{8.2}$. The nature of flame oscillation and the noise generation mechanisms are also investigated using a high speed CCD camera and a DSRL camera. The repetition of sudden extinction at the tip of flame is evident and the repetition rates are identical to the primary frequencies obtained from the FFT analysis of sound pressure signals. CH chemiluminescence intensities of the oscillating flames were also measured by PMT with a 431 nm(10 FWHM) band pass filter and compared to the pressure signals.

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Output Signal to Noise Ratio and Harmonic Generation of Nth Power Law Nonlinear Devices. (N승 비선형 장치의 출력 SN비 및 고조파 발생)

  • 김재공;고병준
    • Journal of the Korean Institute of Telematics and Electronics
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    • v.9 no.5
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    • pp.12-18
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    • 1972
  • The relation between output SNR and mth harmonic generation is determined for nonlinear system of zero memory type, half wave and the nth power law devices with narrow band form of the unmodulated sinusoidal wave plus zero mean and stationary gaussian noise input. It is found that the optimum generation condition for harmonic component at a small input of SNR is m and n equal 2, while for large input SNR is always n equals 2.

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Effect of Gas Composition on Ozone Generation in Silent Discharge Process

  • Chung, Jae-Woo;Suh, Hyun-Hyo;Park, Hyun-Geoun
    • Journal of Korean Society for Atmospheric Environment
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    • v.19 no.E4
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    • pp.169-175
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    • 2003
  • The effect of gas composition on the discharge characteristics and the ozone production in silent discharge (SD) process was investigated. The major gas components, $N_2$, $O_2$, and $H_2O$ influence the discharge properties according to their relative magnitude of ionization thresholds and electron affinities. The generated amount of ozone increased with the discharge energy by increasing the electron mean energy. The higher oxygen content injected, the higher ozone produced. A small amount of water vapor significantly lowered the discharge onset voltage by the ionization threshold decreasing effect and high electrical conductivity. However, the further increase of water vapor contributes to decrease the electron density by the electron affinity The addition of water greatly reduced the ozone generation through the formation of OH radical and the catalytic ozone destruction process.

A study on the Marketing Strategies of the Silver Clothing Industry (실버의류산업의 마케팅 전략에 관한 연구)

  • Kim, Jung-Sil
    • Journal of the Korean Society of Fashion and Beauty
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    • v.5 no.3
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    • pp.87-91
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    • 2007
  • The increased average life expectancy and an aging society mean a lot of change socially and economically. With the increased population of the new elderly generation, holding a desire to pursue high quality life, plans and marketing strategies towards this group have progressed in the clothing industry. Purchases of clothing will lead the silver clothing industry to a huge consumer market and silver clothing brands are expected to have a lot of potential to grow, especially in department stores in Korea. From now on, there is a need for attacking the market with distinct tactics and characteristics that will satisfy the elderly consumers emotionally. Psychological views towards the elderly generation must be changed and our unique environment state must be considered. With all that, there is also a strong need for researches and development technically and industrially.

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A Systematic Design of Automatic Fuzzy Rule Generation for Dynamic System

  • Kang, Hoon;Kim, Young-Ho;Jeon, Hong-Tae
    • Journal of the Korean Institute of Intelligent Systems
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    • v.2 no.3
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    • pp.29-39
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    • 1992
  • We investigate a systematic design procedure of automatic rule generation of fuzzy logic based controllers for highly nonlinear dynamic systems such as an engine dynamic modle. By "automatic rule generation" we mean autonomous clustering or collection of such meaningful transitional relations from one conditional subspace to another. During the design procedure, we also consider optimaly control strategies such as minimum squared error, near minimum time, minimum energy or combined performance critiera. Fuzzy feedback control systems designed by our method have the properties of closed-loop stability, robustness under parameter variabitions, and a certain degree of optimality. Most of all, the main advantage of the proposed approach is that reliability can be potentially increased even if a large grain of uncertainty is involved within the control system under consideration. A numerical example is shown in which we apply our strategic fuzzy controller dwsign to a highly nonlinear model of engine idling speed control.d control.

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Development of an active gust generation mechanism on a wind tunnel for wind engineering and industrial aerodynamics applications

  • Haan, Fred L. Jr.;Sarkar, Partha P.;Spencer-Berger, Nicholas J.
    • Wind and Structures
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    • v.9 no.5
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    • pp.369-386
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    • 2006
  • A combination Aerodynamic/Atmospheric Boundary Layer (AABL) Wind and Gust Tunnel with a unique active gust generation capability has been developed for wind engineering and industrial aerodynamics applications. This facility is a cornerstone component of the Wind Simulation and Testing (WiST) Laboratory of the Department of Aerospace Engineering at Iowa State University (ISU). The AABL Wind and Gust tunnel is primarily a closed-circuit tunnel that can be also operated in open-return mode. It is designed to accommodate two test sections ($2.44m{\times}1.83m$ and $2.44m{\times}2.21m$) with a maximum wind speed capability of 53 m/s. The gust generator is capable of producing non-stationary gust magnitudes around 27% of the mean flow speed. This paper describes the motivation for developing this gust generator and the work related to its design and testing.

Analysis of Sensibility Image for Textile Pattern Design Based on the Generation (텍스타일 패턴 유형에 따른 세대간 감성 이미지 차이에 관한 연구)

  • 구희경;김희선
    • Journal of the Korea Fashion and Costume Design Association
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    • v.2 no.2
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    • pp.155-171
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    • 2000
  • This study is to measure and evaluate the sensibility image for textile pattern design based on the generation. Ten patterns classified by a practical survey on the market are presented. A questionnaire has 14 sensibility related words scaled by 7 point semantic differential method. The practical research is performed for 200 women screened by sensibility test for individual character analysis based on the generation. Each subject is answered by a face-to-face interview method to improve survey's accuracy, For statistical test about differences in treatment means, SAS package is used and analyzed through ANOVA, significance probability and mean, In summary, this paper has proposed the sensibility image scale for apparel pattern design to satisfy individual sensibility, The results of this study can be effectively applied to develop textile pattern design based on human sensibility.

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