• Title/Summary/Keyword: Power production

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Implementation of machine learning-based prediction model for solar power generation (빅데이터를 활용한 머신러닝 기반 태양에너지 발전량 예측 모델)

  • Jong-Min Kim;Joon-hyung Lee
    • Convergence Security Journal
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    • v.22 no.2
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    • pp.99-104
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    • 2022
  • This study provided a prediction model for solar energy production in Yeongam province, Jeollanam-do. The model was derived from the correlation between climate changes and solar power production in Yeongam province, Jeollanam-do, and presented a prediction of solar power generation through the regression analysis of 6 parameters related to weather and solar power generation. The data used in this study were the weather and photovoltaic production data from January in 2016 to December in 2019 provided by public data. Based on the data, the machine learning technique was used to analyzed the correlation between weather change and solar energy production and derived to the prediction model. The model showed that the photovoltaic production can be categorized by the three-stage production index and will be used as an important barometer in the agriculture activity and the use of photovoltaic electricity.

Design of On-line Readymixed Concrete Production System Using CAN Network (CAN네트워크를 사용한 레미콘 온라인 생산 시스템 설계)

  • 김동식;전태원;이홍희;김흥근;노의철
    • The Transactions of the Korean Institute of Power Electronics
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    • v.8 no.4
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    • pp.359-365
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    • 2003
  • This paper describes the on-line readymixed concrete production system using CAN network, which is a leading industrial control network. The CAN network interface circuits for moisture sensor and load cell sensor we designed for CAN network of readymixed concrete production system, respectively, and also the method for networking 2-states devices such as limit switch and lamp is suggested. The operating status of a overall remicon production system is monitored, and also the system is controlled with host computer through the network. The CAN network interface method is applied to the real readymixed concrete production system to verify the performance of proposed method.

Production planning in fish farm (어류양식장 생산계획에 관한 연구)

  • EH, Youn-Yang
    • The Journal of Fisheries Business Administration
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    • v.46 no.3
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    • pp.129-141
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    • 2015
  • Because land based aquaculture is restricted by high investment per rearing volume and control cost, good management planning is important in Land-based aquaculture system case. In this paper master production planning was made to decide the number of rearing, production schedule and efficient allocation of water resources considering biological and economic condition. The purpose of this article is to build the mathematical decision making model that finds the value of decision variable to maximize profit under the constraints. Stocking and harvesting decisions that are made by master production planning are affected by the price system, feed cost, labour cost, power cost and investment cost. To solve the proposed mathematical model, heuristic search algorithm is proposed. The model Input variables are (1) the fish price (2) the fish growth rate (3) critical standing corp (4) labour cost (5) power cost (6) feed coefficient (7) fixed cost. The model outputs are (1) number of rearing fish (2) sales price (3) efficient allocation of water pool.

A study on hybrid solar LED street light system (하이브리드 태양광 LED 가로등 시스템 연구)

  • Lee, Dong-Hyuk
    • Design & Manufacturing
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    • v.16 no.2
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    • pp.20-25
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    • 2022
  • In line with the rapid economic growth of many countries, fossil fuel energy sources are also rapidly depleting. Therefore, the price is also rising rapidly, so it is necessary to develop new and renewable energy sources such as hydropower, geothermal power, nuclear power, wind power and solar energy to replace fossil fuel energy in the future. In this study, development of rotating concentrator module system, development of rotating module control control system, development of lamp and charge control controller, configuration and prototype production of rotating concentrating solar LED street light system, efficiency of rotating concentrating solar LED street light, and power production. The research was conducted in the order of evaluation of comprehensive performance tests such as consumption and consumption. As a result, the developed high-efficiency rotation-concentrating hybrid solar LED street light module system has a 50% higher light-gathering efficiency than existing products by tracing sunlight by self-developing a rotation-collecting module on existing solar LED street lamps according to the characteristics of Korea's topography. and the power generation was improved by more than 40%.

Factors Affecting Box Office Performance in China (중국내 극장 개봉영화 흥행에 영향을 미치는 요인)

  • Ki, Seon;Yu, Sae-Kyung
    • The Journal of the Korea Contents Association
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    • v.18 no.5
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    • pp.357-366
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    • 2018
  • This study analyzed the factors affecting box office performance of 200 movies released at the Chinese theater in 2015. The results showed that main actor power, online rating, production power, and Chinese film were sighificant factors which influenced box office, while the distribution power, genre, IP utilization and integration of production and distribution were insignificant. These results mean that online marketing factors such as the popularity index of the main actors evaluated on the internet and the online rating are affecting box office performances in Chinese theaters.

Determination of Optimal Machining Parameters Using Genetic Algorithm (유전자 알고리즘을 이용한 최적의 가공 조건 결정)

  • Choi, K.H.;Yook, S.H.
    • Journal of Power System Engineering
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    • v.3 no.4
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    • pp.63-68
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    • 1999
  • The determination of the optimal machining parameters in metal cutting, such as cutting speed, feed rate, and depth of cut, is an important aspect in an economic manufacturing process. The main objective in general is either to minimize the production cost or to maximize the production rate. Also there are constraints on all the machining operations which put restrictions on the choice of the machining parameters. In this paper as an objective function the production cost is considered with two constraints, surface finish and cutting power. Genetic Algorithm is applied to determine the optimum machining parameters, and the effectiveness of the applied algorithm is demonstrated by means of an example, turning operation.

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Fresnel lens optics simulation with middle sized linear concentration without secondary optics (2차 광학계가 필요없는 프레넬 렌즈를 이용한 중집광 광학계 시뮬레이션)

  • Kang, Sung-Won;Kim, Yong-Sik;Sim, Chang-Ho
    • 한국태양에너지학회:학술대회논문집
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    • 2011.11a
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    • pp.27-33
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    • 2011
  • HCPV(High Concentrated PV) systems have well known for CPV market all over the world. Low concentration type silicon based modules have been introduced in the market. But low cost of standard flat silicon modules made them useless nowadays. High cost of compound semiconductor solar cell reduced cost effective cpv module production than that of recently silicon solar cell. In order to overcome increasing cost of CPV module, we study middle concentration type fresnel lens simulation using concentrated type silicon based solar cell. Linear type fresnel lens made production of CPV module without secondary optics such as light pipe or light tunnel. This type of fresnel lens design makes more cost effective solution for cpv niche market.

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Ocean Current Power Farm Interaction Study (해양 조류발전단지 간섭 연구)

  • Jo, Chul-Hee;Yim, Jin-Young;Chae, Kwang-Su;Park, Ro-Sik
    • Journal of Ocean Engineering and Technology
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    • v.23 no.1
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    • pp.109-113
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    • 2009
  • Several tidal current power plants are being planned and constructed in Korea utilizing the strong tidal currents along the west and south coasts. A tidal current reaches 9.7 m on the west coast; there are few potential regions for tidal current power generation. The construction of a dam to store water can prevent the circulation of water, causing a great environmental impact on the coast and estuary. The tidal barrage could produce a large amount of power, but it should be carefully considered. The purpose of developing renewable energies is to minimize the environmental impact and to maximize the utilization of clean energy. To produce a great quantity of power, tidal current farms require the placement of numerous units in the ocean. The power generation is very dependent on the size of the rotor and the incoming flow velocity. Also, the interactions between devices contribute greatly to the production of power. The efficiency of a power farm is estimated to determine the production rate. This paper introduces 3 D interaction problems between rotating rotors, considering the axial, transverse, and diagonal distances between horizontal axis tidal current devices.

A Study on the Discourse of Space-Power in a Dwelling Space - Focus on the Post-structuralism of Foucault and Lacan - (주거에서 발생하는 공간-권력에 대한 담론 연구 - 푸코와 라깡의 후기구조주의 담론을 중심으로 -)

  • An, Eun-Hee
    • Korean Institute of Interior Design Journal
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    • v.20 no.4
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    • pp.37-45
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    • 2011
  • This thesis sets out to study the immanent mechanism of architecture which had classified as external spaces in general. As human controls a space, it controls or manages human's behavior, too. This study is depended on the humanities to analyze a various operation of power in the architectural space. It makes a comparative study of a space-power in a dwelling space through a discourse of Michel Foucault and Jacques Lacan, in particular everyday's microscopic scope. According to analytical results, the space-power of dwelling falls under the influence of a spacial arrangement and subject's desire. It has shown a noticeable characteristics in aspects production & consumption, using behavior, and use value. As it is seen through the aspects of production & consumption, owns of the space-power in a dwelling could not be its subject. We have also understood about a physicalistic furniture at the using behavior, it has a special power unconsciously to control a human's action and lifestyle. And then in the aspects of use value, the centric theme is a television. It lies on the core of space-power in dwelling, because is profoundly related to an innate respect of a dwelling value. In conclusion, so this study has the important meaning in the side to offer some interpretative possibility about the architectural space-power through a microscopic structure.

The Power Performance Testing for 3MW Wind turbine System (3MW 풍력발전시스템 출력성능평가에 관한 연구)

  • Ko, Suk-Whan;Jang, Moon-Seok;Park, Jong-Po;Lee, Yoon-Su
    • Journal of the Korean Solar Energy Society
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    • v.31 no.4
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    • pp.19-26
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    • 2011
  • We are carried out power performance testing for 3MW wind turbine system at Je-ju wind turbine testing Site and analyzed measured data which was stored through monitoring system. In this paper, we described the power performance testing results and analyzed an uncertainty of measured data sets. The power curve with measured power data is closely coincide with designed power curve except for the low wind speed sections(4m/s~7m/s) and the annual energy production which is given Ray leigh distribution was included with 1.5~5.9% of uncertainty in the wind speed region as 4~11m/s. Although the deviation of curve between measured power and designed power is high, the difference of annual energy production is low in the low wind speed region.