• 제목/요약/키워드: Power Estimation Model

검색결과 818건 처리시간 0.05초

잡음 전력 추정을 이용한 등화기 탭의 최적 선택 방법 (Optimum Selection of Equalizer Taps Losing Noise Power Estimation)

  • 성원진;신동준
    • 한국통신학회논문지
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    • 제26권12A호
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    • pp.1971-1977
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    • 2001
  • 이동무선통신환경에서의 다중경로 레일레이 페이딩 채널은 선형 필터 모델로 나타내어 질 수 있고, 지연 경로의 특성에 따라 필터 탭 중 일부만이 수신기 설계에 있어 중요하게 고려될 수 있다. 지연경로를 나타내는 탭 계수의 크기에 따라 채널 등화기에서 선택적으로 탭을 사용함으로써 수신기의 복잡도를 감소시키고 사용 전력을 줄이는 효과를 가져오게 된다. 본 논문에서는 주어진 채널의 선형 필터 모델에서 최적의 방법으로 탭을 선택하는 방법을 제시하고, 기존의 방법과 비교하여 성능 향상을 보였다. 또한 잡음 전력 값에 대한 정보가 있는 경우, 제시된 방법은 CFAR (Constant False Alarm Rate) 판별의 장점을 가지게 됨을 보이고, 잡음 전력을 추정했을 시의 성능을 정확한 수식으로 유도하였다. 잡음 전력 추정을 위한 잡음 샘플 수를 증가시킴에 따라 빠른 속도로 최적 성능으로 수렴함을 유도된 수식과 시뮬레이션 결과를 통해 확인하였다.

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기온예상치를 고려한 모델에 의한 주간최대전력수요예측 (Weekly maximum power demand forecasting using model in consideration of temperature estimation)

  • 고희석;이충식;김종달;최종규
    • 대한전기학회논문지
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    • 제45권4호
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    • pp.511-516
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    • 1996
  • In this paper, weekly maximum power demand forecasting method in consideration of temperature estimation using a time series model was presented. The method removing weekly, seasonal variations on the load and irregularities variation due to unknown factor was presented. The forecasting model that represent the relations between load and temperature which get a numeral expected temperature based on the past 30 years(1961~1990) temperature was constructed. Effect of holiday was removed by using a weekday change ratio, and irregularities variation was removed by using an autoregressive model. The results of load forecasting show the ability of the method in forecasting with good accuracy without suffering from the effect of seasons and holidays. Percentage error load forecasting of all seasons except summer was obtained below 2 percentage. (author). refs., figs., tabs.

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스팀 터빈 블레이드 원심응력 추정을 위한 전산해석 연구 (Methodology for Centrifugal Stress Estimation Model Development of Large Steam Turbine Blades)

  • 이병학;박종호
    • 한국유체기계학회 논문집
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    • 제16권6호
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    • pp.26-31
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    • 2013
  • Last blades of low-pressure turbine in nuclear power plant are the highly damaged part and always suffered from different types of loadings leading to various stress components, stresses due to centrifugal force and steam flow loading. Especially, centrifugal stress generated by turbine rotation is one of the main problems and more significant than other stresses as they have the greatest effect on total stress. Therefore, this study was performed to obtain the important information for estimation model development of the blade centrifugal stress level and distribution.

문직운전계통을 포함한 전럭계통에서의 상태주정에 관한 연구 (Interconnected AC/DC System)

  • 김준현;박건수;이종범
    • 대한전기학회논문지
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    • 제37권1호
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    • pp.1-9
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    • 1988
  • This paper descibes a method for the state estimation in power systems with interconnected AC/DC system. The state values in interconnected AC/DC system are estimated using measurement values with the pseudo measurement so that the number of telemetering measurement can be reduced. Especially, the state values in AC system are estimated through hierarchical method after system decomposition including superposition bus was formed for the state estimation in large-scale power systems. The results of the application to the two model power systems show the dffectiveness of the presented algorithms.

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Table Lookup-based Power Estimation for LCD Panels

  • Lee, Jae-Beom;Bang, Sung-Yong;Kim, Nam-Deog;Moon, Seung-Hwan;Lee, Yong-Soon;Chung, Eui-Young
    • 한국정보디스플레이학회:학술대회논문집
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    • 한국정보디스플레이학회 2008년도 International Meeting on Information Display
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    • pp.689-691
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    • 2008
  • We present a novel power estimation technique for LCD panels. Our method considers the power consumed by each pixel as well as the inter-pixel power effect of the neighboring pixels. We implemented our method based on the table lookup model and its accuracy is about 98% compared to the actual measurements.

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직류 링크 전해 커패시터의 수명 추정 (Life Estimation of DC Link Electroytic Capacitors)

  • 이동춘
    • 전력전자학회:학술대회논문집
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    • 전력전자학회 2000년도 전력전자학술대회 논문집
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    • pp.57-60
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    • 2000
  • An aluminum electrolytic capacitor is used in DC Link of ac motor drive system. In this case it usually has the shortest lifetime in the system and then determines the system lifetime. Therefore life estimation of the electrolytic capacitor is needed for maintenance of th circuit. In this paper a method for life estimation is presented with a ESR(equivalent series resistance) model and a heat transfer model of capacitor that can be used to estimate operating temperature it is investigated through a simple example using ESR and heat transfer.

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A novel SARMA-ANN hybrid model for global solar radiation forecasting

  • Srivastava, Rachit;Tiwaria, A.N.;Giri, V.K.
    • Advances in Energy Research
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    • 제6권2호
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    • pp.131-143
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    • 2019
  • Global Solar Radiation (GSR) is the key element for performance estimation of any Solar Power Plant (SPP). Its forecasting may help in estimation of power production from a SPP well in advance, and may also render help in optimal use of this power. Seasonal Auto-Regressive Moving Average (SARMA) and Artificial Neural Network (ANN) models are combined in order to develop a hybrid model (SARMA-ANN) conceiving the characteristics of both linear and non-linear prediction models. This developed model has been used for prediction of GSR at Gorakhpur, situated in the northern region of India. The proposed model is beneficial for the univariate forecasting. Along with this model, we have also used Auto-Regressive Moving Average (ARMA), SARMA, ANN based models for 1 - 6 day-ahead forecasting of GSR on hourly basis. It has been found that the proposed model presents least RMSE (Root Mean Square Error) and produces best forecasting results among all the models considered in the present study. As an application, the comparison between the forecasted one and the energy produced by the grid connected PV plant installed on the parking stands of the University shows the superiority of the proposed model.

The Generalized Logistic Models with Transformations

  • Yeo, In-Kwon;Richard a. Johnson
    • Journal of the Korean Statistical Society
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    • 제27권4호
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    • pp.495-506
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    • 1998
  • The proposed class of generalized logistic models, indexed by an extra parameter, can be used to model or to examine symmetric or asymmetric discrepancies from the logistic model. When there are a finite number of different design points, we are mainly concerned with maximum likelihood estimation of parameters and in deriving their large sample behavior A score test and a bootstrap hypothesis test are also considered to check if the standard logistic model is appropriate to fit the data or if a generalization is needed .

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Study of Peak Load Demand Estimation Methodology by Pearson Correlation Analysis with Macro-economic Indices and Power Generation Considering Power Supply Interruption

  • Song, Jiyoung;Lee, Jaegul;Kim, Taekyun;Yoon, Yongbeum
    • Journal of Electrical Engineering and Technology
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    • 제12권4호
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    • pp.1427-1434
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    • 2017
  • Since the late 2000s, there has been growing preparation in South Korea for a sudden reunification of South and North Korea. Particularly in the power industry field, thorough preparations for the construction of a power infrastructure after reunification are necessary. The first step is to estimate the peak load demand. In this paper, we suggest a new peak demand estimation methodology by integrating existing correlation analysis methods between economic indicators and power generation quantities with a power supply interruption model in consideration of power consumption patterns. Through this, the potential peak demand and actual peak demand of the Nation, which experiences power supply interruption can be estimated. For case studies on North Korea after reunification, the potential peak demand in 2015 was estimated at 5,189 MW, while the actual peak demand within the same year was recorded as 2,461 MW. The estimated potential peak demand can be utilized as an important factor when planning the construction of power system facilities in preparation for reunification.

Power Modeling Approach for GPU Source Program

  • Li, Junke;Guo, Bing;Shen, Yan;Li, Deguang;Huang, Yanhui
    • Journal of Electrical Engineering and Technology
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    • 제13권1호
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    • pp.181-191
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    • 2018
  • Rapid development of information technology makes our environment become smarter and massive high performance computers are providing powerful computing for that. Graphics Processing Unit (GPU) as a typical high performance component is being widely used for both graphics and general-purpose applications. Although it can greatly improve computing power, it also delivers significant power consumption and need sufficient power supplies. To make high performance computing more sustainable, the important step is to measure it. Current power technologies for GPU have some drawbacks, such as they are not applicable for power estimation at the early stage. In this article, we present a novel power technology to correlate power consumption and the characteristics at the programmer perspective, and then to estimate power consumption of source program without prerunning. We conduct experiments on Nvidia's GT740 platform; the results show that our power model is more accurately than regression model and has an average error of 2.34% and the maximum error of 9.65%.