• Title/Summary/Keyword: Solar Panel Power

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On Building the Solar Dataset Form using the Kaggle Platform: The applicability of Machine Learning (캐글 플랫폼 활용한 태양광 데이터셋 형태 구축: 머신 러닝의 적용 가능성)

  • Ko, Ju-won;Park, Jung-jin;Park, Jin-woo;Oh, Do-hee;Kim, Mincheol
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2022.05a
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    • pp.255-258
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    • 2022
  • As environmental pollution continues, attention on renewable energy is on the constant rise in recent days. Although various kinds of renewable energy such as solar, wind power and biomass energy have been generated in Jeju, opening and analyzing cases on related data seem insufficient. Therefore, this study is being conducted to deduce the variables which have high relation with solar panel&s output and to understand machine learning methods that can be applied to solar power generation data by utilizing Kaggle platform, which is actively used by a number of scientists. Then, it is planned to propose a form of solar power generation dataset by researching machine learning methods that could be applied to the data. To be specific, analyzing solar power generation data with the Kaggle platform, this study will provide complements on gathering solar power data in Jeju. This study is anticipated to be utilized on data analysis for developing the solar power industry in Jeju. That is, this study is expected to reveal the room for improvement inherent in existing open datasets in Jeju, so that they could be constructed in a suitable form for machine learning for AI analytics. Through this process, a method to increase efficiency of solar power generation is anticipated to be prepared.

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Research and Experimental Implementation of a CV-FOINC Algorithm Using MPPT for PV Power System

  • Arulmurugan, R.;Venkatesan, T.
    • Journal of Electrical Engineering and Technology
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    • v.10 no.4
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    • pp.1389-1399
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    • 2015
  • This research suggests maximum power point tracking (MPPT) for the solar photovoltaic (PV) power scheme using a new constant voltage (CV) fractional order incremental conductance (FOINC) algorithm. The PV panel has low transformation efficiency and power output of PV panel depends on the change in weather conditions. Possible extracting power can be raised to a battery load utilizing a MPPT algorithm. Among all the MPPT strategies, the incremental conductance (INC) algorithm is mostly employed due to easy implementation, less fluctuations and faster tracking, which is not only has the merits of INC, fractional order can deliver a dynamic mathematical modelling to define non-linear physiognomies. CV-FOINC variation as dynamic variable is exploited to regulate the PV power toward the peak operating point. For a lesser scale photovoltaic conversion scheme, the suggested technique is validated by simulation with dissimilar operating conditions. Contributions are made in numerous aspects of the entire system, including new control algorithm design, system simulation, converter design, programming into simulation environment and experimental setup. The results confirm that the small tracking period and practicality in tracking of photovoltaic array.

Hybrid Three-Level DC/DC Converter using an Energy Recovery Snubber (에너지회생스너버를 적용한 하이브리드 3레벨 DC/DC 컨버터)

  • Heo, Ye-Chang;Joo, Jong-Seong;Harerimana, Elysee-Malon;Kim, Eun-Soo;Kang, Cheol-Ha;Lee, Seung-Min
    • The Transactions of the Korean Institute of Power Electronics
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    • v.22 no.1
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    • pp.36-43
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    • 2017
  • This paper describes a hybrid multi-output three-level DC/DC converter suitable for a wide, high-input voltage range of an auxiliary power supply for a high-power photovoltaic generating system. In a high-power photovoltaic generating system, the solar panel output voltage depends on solar radiation quantity and varies from 450Vdc to 1100Vdc. The proposed hybrid multi-output three-level DC/DC converter, which is an auxiliary power supply, would be used as power source for control printed circuit boards and relay and cooling fans in a high-power photovoltaic generating system. The proposed multi-output ($24V_{DC}/30A$, $230V_{DC}/5A$) hybrid three-level boost converter, which uses an energy recovery snubber, is controlled by variable-frequency and phase-shifted modulations and can achieve zero-voltage switching with all operating conditions of input voltage and load range. Experimental results of a 2kW prototype are evaluated and implemented to verify the performance of the proposed converter.

Thermally reused solar energy harvesting using current mirror cells

  • Mostafa Noohi;Ali Mirvakili;Hadi Safdarkhani;Sayed Alireza Sadrossadat
    • ETRI Journal
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    • v.45 no.3
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    • pp.519-533
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    • 2023
  • This paper implements a simultaneous solar and thermal energy harvesting system, as a hybrid energy harvesting (HEH) system, to convert ambient light into electrical energy through photovoltaic (PV) cells and heat absorbed in the body of PV cells. Indeed, a solar panel equipped with serially connected thermoelectric generators not only converts the incoming light into electricity but also takes advantage of heat emanating from the light. In a conventional HEH system, the diode block is used to provide the path for the input source with the highest value. In this scheme, at each time, only one source can be handled to generate its output, while other sources are blocked. To handle this challenge of combining resources in HEH systems, this paper proposes a method for collecting all incoming energies and conveying its summation to the load via the current mirror cells in an approach similar to the maximum power point tracking. This technique is implemented using off-the-shelf components. The measurement results show that the proposed method is a realistic approach for supplying electrical energy to wireless sensor nodes and low-power electronics.

Detect Maximum Power Point in Solar Cell Panel Array (태양 전지 패널 어레이에서 최대전력점 검출)

  • Jeong, Ji-Won;Ahn, Tae-Chon
    • Proceedings of the KIEE Conference
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    • 2011.07a
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    • pp.1390-1391
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    • 2011
  • 태양광 발전 시스템에서의 최대 전력점 추적(MPPT, Maximum Power Point Tracking)제어를 실험을 하기 위해 부분선형 다이오드 모델을 이용한 태블로 해석을 통해 태양광 발전 시스템의 태양전지 모듈의 특성을 시뮬레이션 하였다. 태양전지 모듈의 V-I 특성과 태양전지 패널을 직렬-병렬 어레이로 연결 시, 부분 그늘 문제(Partial Shading Problem)의 지역 최대 점(global peak)을 시뮬레이션을 통해 확인하였다.

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Study on Thermal Conductive PV(PhotoVoltaic) Backsheet using MgO Masterbatch with High Thermal Conductivity (고열전도도 MgO를 이용한 열전도성 PV(PhotoVoltaic) 백시트의 연구)

  • Kim, Chang-Hee;Jang, Hyun-Tae;Park, Jong-Se;Yoon, Jong-Kuk;Noh, Eun-Seob;Park, Ji-Soo;Koo, Kyung-Wan
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.67 no.3
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    • pp.448-453
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    • 2018
  • PV module protective film plays an important role in protecting the solar cell from external environment by anti-hydrolysis polyester, UV resistance and mechanical properties. The backsheet was manufactured by using Roll-to-Roll dry laminating process. The backsheet structure is composed of 3 layers, which are PE, PET, and Fluorine polymer films. In this study, we have experimented the variation of thermal conductivities depending on MgO inputs 10% to 25% in order to confirm the dependence of the module efficiencies. High thermal conductive backsheet can increase the module output power efficiency because the heat is dissipated by spreading out the internal heat. Long-term environment weatherability tests were conducted for confirming 25 year reliability in the field such as PCT, UV, and power efficiency degradations. As the evaluation result, high thermal conductivity can be effective for increase of power efficiency of solar panel by using thermal conductive MgO masterbatch.

A Study on the Installation Angle of the Marine Solar Power Generation System (해상용 태양광 발전 시스템의 설치 각도에 관한 연구)

  • Oh, Jin-Seok;Jang, Jae-Hee
    • Journal of Navigation and Port Research
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    • v.42 no.3
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    • pp.167-176
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    • 2018
  • A solar power generation system on single point moored offshore plant has independent power system In order to satisfy the maritime environment and account for the number of sunless days, it is important to supply stable electric power to the systems. For these reasons, solar panels are installed in multiple directions. However, a partial shading effect occurs because the amount of light incident on each panel is different. The generated power by the solar generation system installed on land is affected by the latitude, then it is installed at an angle of 30 to $45^{\circ}$. in the case of Korea. In the case of a solar power generation system installed in a mooring type of marine plant, there is a possibility that the maximum power point is outside of the controllable range due to the partial shading effect. Therefore, a power generation loss occurs. By reducing the light amount difference between both panels, the maximum power point can exist in a range where the MPPT algorithm can track the power. The purpose is so the power generation efficiency can be further increased. In this paper, simulation results show that the highest power generation efficiency is obtained at an installation angle of $20^{\circ}$.

통신위성 전력시스템의 기본 설계

  • Choe, Jae-Dong
    • Aerospace Engineering and Technology
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    • v.1 no.1
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    • pp.84-96
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    • 2002
  • The major goal of this research is to use as a baseline guide for a flight model design of power system of next domestic communication satellite. For this purpose, the EPS(Electrical Power Subsystem) is designed to compliance performance requirements specified in EPS subsystem specification during all expected spacecraft operations. The regulated electrical power bus gives 42.5V to the various spacecraft loads from PCDU(Power Control & Distribution Unit) and the solar arrays are composed of 6 panel, each panel has 3 circuits including 7 string. The battery system is comprised of two batteries consisting of 26 IPV(Individual-Pressure-Vessel) NiH2 cells. Each battery can be capable of delivering 2878Watt-hours at a 80% maximum DOD(Depth of Discharge) based on the nameplate capacity of 150 amper-hours.

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Leakage Current Energy Harvesting Application in a Photovoltaic (PV) Panel Transformerless Inverter System

  • Khan, Md. Noman Habib;Khan, Sheroz
    • Transactions on Electrical and Electronic Materials
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    • v.18 no.4
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    • pp.190-194
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    • 2017
  • Present-day solar panels incorporate inverters as their core components. Switching devices driven by specialized power controllers are operated in a transformerless inverter topology. However, some challenges associated with this configuration include the absence of isolation, causing leakage currents to flow through various components toward ground. This inevitably causes power losses, often being also the primary reason for the power inverters' analog equipment failure. In this paper, various aspects of the leakage currents are studied using different circuit analysis methods. The primary objective is to convert the leakage current energy into a usable DC voltage source. The research is focused on harvesting the leakage currents for producing circa 1.1 V, derived from recently developed rectifier circuits, and driving a $200{\Omega}$ load with a power in the milliwatt range. Even though the output voltage level is low, the harvested power could be used for charging small batteries or capacitors, even driving light loads.

A Novel Simulation Method of PV Generation System using Field Data (실제 데이터를 이용한 태양광 발전시스템의 시뮬레이션)

  • Park, Min-Won;Kim, Bong-Tae;Yu, In-Keun
    • Proceedings of the KIEE Conference
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    • 2000.11a
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    • pp.52-54
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    • 2000
  • In PV power generation system study, huge system apparatuses are needed in order to verify the effect of system efficiency and stability considering the size of solar panels, the sort of converter types, and the load conditions and so on. And also, under the same weather and load conditions it is impossible to compare a certain MPPT control scheme to others. In this paper, in order to obtain effective solutions for the above mentioned topics, the solar cell array is simulated with it's VI characteristic equations, and the real field data of weather conditions is interfaced to EMTDC using Fortran program interface method. Consequently the simulation of PV power generation system using field data is realized in this paper, and acceptable results, which show close match between the real data of PV panel and the simulated data, were obtained.

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