• Title/Summary/Keyword: insolation

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Comparative Analysis of Solar Power Generation Prediction AI Model DNN-RNN (태양광 발전량 예측 인공지능 DNN-RNN 모델 비교분석)

  • Hong, Jeong-Jo;Oh, Yong-Sun
    • Journal of Internet of Things and Convergence
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    • v.8 no.3
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    • pp.55-61
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    • 2022
  • In order to reduce greenhouse gases, the main culprit of global warming, the United Nations signed the Climate Change Convention in 1992. Korea is also pursuing a policy to expand the supply of renewable energy to reduce greenhouse gas emissions. The expansion of renewable energy development using solar power led to the expansion of wind power and solar power generation. The expansion of renewable energy development, which is greatly affected by weather conditions, is creating difficulties in managing the supply and demand of the power system. To solve this problem, the power brokerage market was introduced. Therefore, in order to participate in the power brokerage market, it is necessary to predict the amount of power generation. In this paper, the prediction system was used to analyze the Yonchuk solar power plant. As a result of applying solar insolation from on-site (Model 1) and the Korea Meteorological Administration (Model 2), it was confirmed that accuracy of Model 2 was 3% higher. As a result of comparative analysis of the DNN and RNN models, it was confirmed that the prediction accuracy of the DNN model improved by 1.72%.

Distribution and Variation Characteristic of Solar Radiation Resources in Korea (국내 태양복사 분포 및 변화특성)

  • Jo, Dok-Ki;Yun, Chang-Yeol;Kim, Kwang-Deuk;Kang, Young-Heak
    • 한국신재생에너지학회:학술대회논문집
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    • 2010.06a
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    • pp.200.1-200.1
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    • 2010
  • Solar energy is one of the most promising energy resources in the future. For the application and dissemination of solar energy technologies in various fields, reliable data sets of solar irradiation are needed for engineers, researchers, businessmen, and policy makers. Global horizontal solar radiation is needed for the use of flat plate collector, solar domestic hot water system, photovoltaic devices and passive systems like green house. In many countries, solar radiation data accumulated for more then 40 or 50 years and typical weather data are published with average of more then 30 years. In Korea, those global total radiations are measured for about 30 years. With the connections of computer network, measured data could be transmitted to the central control system at key station through Ethernet lines. The data acquisition systems are connected to be automatically controlled by the monitoring network. Global horizontal solar radiation data 16 locations were measured and averaged from 1982 to 2008.

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Study on the Elicitation of Parameter in Designing each Capacity of PV System for Power Industry (전력산업용 PV System의 각 용량별 설계 파라미터 도출에 관한 연구)

  • Kim, ByeongMan;Lee, KilSong;Yang, YeonWon;Shin, HyunWoo;Kim, EuiHwan
    • 한국신재생에너지학회:학술대회논문집
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    • 2010.06a
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    • pp.78.1-78.1
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    • 2010
  • Recently, as much supplied with new-renewable energy, as much invested in PV system. PV system consists of PV module, PCS and Monitering system, and also could be classified into the type and the capacity by installation method and cost etc. When various systems are installed in the field, it is needed to research for applying in the field and establish infrastructure in order to ensure stable efficiency and reliability. In this study, as the basic design of the demonstration test facility, it is designed the basic PV systems for each capacity to test each PCS. In addition, It is drew the climatic conditions such as insolation, temperature and the design parameters such as installation angle, shades for the local demonstration project and expected the generation of each PV system.

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The Effect on the Heating and Cooling Load of Building by Slat Angle Variation of Venetian Blind (베네치안 블라인드의 슬래트 각도변화가 건물의 냉난방 부하에 미치는 영향)

  • Cho, S.H.;Shin, K.S.
    • Korean Journal of Air-Conditioning and Refrigeration Engineering
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    • v.7 no.2
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    • pp.171-183
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    • 1995
  • Generally, among many kinds of shading devices such as venetian blind, sunscreen, louver and curtain, venetian blind is using widely because the mechanism is so simple and easy to use solar insolation by controlling the slat angle. Analysis of time dependent heat transfer through the window with venetian blind is very important in order to use it effectivly. Therefore, in this study, theoretical thermal analysis method was developed to analyze time dependent heat transfer through a double pane window with and without venetian blind, and was made one module of TRNSYS(A Transient Simulation Program)program. By this way, it was analyzed that how much the variation of slat angle, slat colour and slat absorptivity of venetian blind would be affected on the heating and cooling load of building, and also which colour and angle of slat was optimal for the heating and cooling load of building.

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Output Characteristics of Peak-Cut Saver System with Energy Storage Device (에너지 저장장치를 갖는 피크컷 세이버 시스템의 출력특성 연구)

  • Seo, Hyou-Uk;Han, D.H;Lee, Y.J;Chun, T.W;Choe, Gyu-Ha
    • Proceedings of the KIPE Conference
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    • 2011.11a
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    • pp.231-232
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    • 2011
  • It is very important thing to efficiently utilize the solar power. The conventional solar power system has no energy storage device. So the conventional system cannot cut the peak load. In this paper, the solar power system with the energy storage device and the operation algorithm of peak cut function was proposed to cut the peak load. The algorithm principle is proposed based on the insolation curve and load curve. The simulation and experiment was performed to demonstrate the validity of the peak cut algorithm.

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Photovoltaic System for SPIM Vector control (SPIM 벡터제어를 위한 태양광 발전 시스템)

  • Ko, Jae-Sub;Choi, Jung-Sik;Jung, Byung-Jin;Kim, Do-Yeon;Park, Ki-Tae;Choi, Jung-Hoon;Chung, Dong-Hwa
    • Proceedings of the Korean Institute of IIIuminating and Electrical Installation Engineers Conference
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    • 2007.11a
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    • pp.295-299
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    • 2007
  • This paper presents the photovoltaic(PV) water pumping system with a maximum power point tracking(MPPT). The wale- pumping system uses a variable speed single phase induction motor(SPIM) driven a centrifugal pimp by field oriented control(FOC) inverter. The MPPT using a DC-DC converter controlled the duty cycle to track maximum power from PV under different insolation conditions. The duty cycle directly relate with a flux producing current control($i_{ds}$). The FOC inverter uses a current control voltage source inverter(CC-VSI). The simulation results are shown that the characteristics and performance of drive system, which varies as each conditions of light by expresses in voltage ($V_{dq}$), current($I_{dq}$), speed of motor and torque.

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Rapid response control A Utility Interactive Photovoltaic Generation System (계통연계형 태양광발전 시스템의 속응성 제어)

  • Chung, Choon-Byeong;Jeon, Kee-Young;Lee, Sang-Hyun;Han, Kyung-Hee
    • Proceedings of the Korean Institute of IIIuminating and Electrical Installation Engineers Conference
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    • 2007.11a
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    • pp.279-285
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    • 2007
  • Since the residential load is an AC load and the output of solar cell is a DC power, the photovoltaic system needs the DC/AC converter to utilize solar cell. In case of driving to interact with utility line, in order to operate at unity power factor, converter must provide the sinusoidal wave current and voltage with same phase of utility line. Since output of solar cell is greatly fluctuated by insolation, it is necessary that the operation of solar cell output in the range of the vicinity of maximum power point. In this paper, DC/AC converter is three phase PWM converter with smoothing reactor. And then, feedforward control used to obtain a superior characteristic for current control and digital PLL circuit used to detect the phase of utility line.

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Photovoltaic Power Generation Control by A New Buck-Boost chopper circuit (새로운 승강압 초퍼회로에 의한 태양광발전제어)

  • Kim, Y.C.;Byun, H.G.;Suh, K.Y.;Lee, H.W.
    • Proceedings of the KIEE Conference
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    • 1997.07f
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    • pp.2177-2180
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    • 1997
  • The solar cell has an optimum operating point to be able to got maximum power. To obtain maximum power from Photovoltaic array, hotovoltaic power system usually requres maximum power point c tracking controller. The output characteristics of solar cell are nonlinear, and these characteristics vary with load solar insolation, solar cell temperature. Therefore the tracking control of maximum power point is the com-plicated problem. This paper presents power characteristics of residential Photovoltaic system applying a buck-boost conversion system.

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A Study on Photovoltaic Generation System for Utility Interact (계통연계를 위한 태양광 발전시스템에 관한 연구)

  • Huh, Hwan;Park, Choon-Woo;Sung, Nark-Kuy;Lee, Seung-Hwan;Lee, Hoon-Goo;Han, Kyung-Hee
    • Proceedings of the KIEE Conference
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    • 1996.07a
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    • pp.361-363
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    • 1996
  • The output of solar cell should be operated in the maximum power point, since it is greatly fluctuated by insolation and temperature. Also, since the output of solar cell is a DC power, it needs the inverter to interact with utility line. In this paper, we made composed of PV system with a chopper that control the maximum power point and the inverter that drive to the high power factor and low harmonic by use of defected and compensated utility line voltage for synchronous phase with utility line.

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System Modeling for Operating Efficiency Analysis of Photovoltaics (태양광발전의 운용효율분석을 위한 시스템 모델링)

  • 최연옥;조금배;백형래;정헌상;이만근;정명웅
    • Proceedings of the KIPE Conference
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    • 1997.07a
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    • pp.380-385
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    • 1997
  • The primary concern in designing any PV system is the determination of its optimum size. It is generally inadequate to use monthly or daily average insolation, and estimated number of continuous no sun days to determine array and battery capacities because the dynamic behavior of PV system and the stochastic nature of solar radiation also significantly influence the required array and storage capacity. Simulation method uses hourly meterological data and hourly load data to simulate the energy flow in a PV system, and predicts the system reliabilities under assumed array and battery sizes. Stand alone system for operating efficiency analysis of Photovoltaics system were discribed in this paper.

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