• 제목/요약/키워드: Solar power generation facility

검색결과 53건 처리시간 0.024초

기상 빅데이터를 활용한 신재생 에너지 발전량 예측 모형 연구 (Renewable Energy Generation Prediction Model using Meteorological Big Data)

  • 강미영
    • 한국전자통신학회논문지
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    • 제18권1호
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    • pp.39-44
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    • 2023
  • 태양광, 풍력 등의 신재생 에너지는 기상조건 및 환경변화에 민감한 자원이다. 설치위치 및 구조에 따른 설비의 발전량이 달라질 수 있기 때문에 정확한 발전량 예측은 중요하다. 기상 빅데이터를 활용하여 주성분 분석을 기반으로 데이터 전처리 과정을 진행하여 신재생 에너지 발전량 예측 시 영향을 미치는 피처간의 관계를 모니터링하였다. 또한, 본 연구에서는 영향을 미치는 민감도에 따라 데이터셋을 재구성하여 머신러닝 모델에 적용하여 예측도를 테스트하였다. 제안한 모형을 사용하여 신재생 에너지를 대상으로 기상환경에 따라 에너지 발전량을 예측하고 해당 시점의 실제 생산 값과 비교함으로써 랜덤 포레스트 회귀 분석을 적용한 에너지 발전량 예측에 대한 성능을 확인하였다.

신재생에너지 발전 출력 예측과 경제성 종합평가 기술개발 (Development of Economic Evaluation Solution and Power Prediction of Renewable Energy System)

  • 전대성;김진영;김현구;김종현;염기웅;신기열
    • 한국태양에너지학회 논문집
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    • 제39권6호
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    • pp.93-112
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    • 2019
  • In this paper, a very new web-based software for renewable energy system (RES) design and economic evaluation was introduced. This solution would provide the precise RES estimation service including not only photovoltaic (PV), wind turbine (WT) and fuel cell (FC) individually but also energy storage system (ESS) as combined forms with PV or WT. The three reasons why we ought to develop it are: First, the standardized tool suitable to the domestic environment for estimating power generation from RES facilities and economic evaluation is required. Secondly, the standardized tool is needed to spread domestic RES supply policy and to promote the new industry in the micro-grid field. The last, the reliability of economic evaluation should be enhanced more for new facilities. To achieve those aims, the weather database of one hundred locations have established and the RES facility database has also constructed. For the energy management, mathematical models for PV, WT, ESS and FC were developed. As a final phase, the analytical process to evaluate economics has performed with field data verification.

가정용 연료전지 시스템의 단독운전 시 부하설비의 전압 및 전력품질 평가 (An Assessment on Voltage and Power Quality in Load Facility during the Islanding of Residential Fuel Cell System)

  • 박찬엄;정진수;한운기;임현성;송영상;김춘삼;임덕규
    • 전기학회논문지
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    • 제62권12호
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    • pp.1792-1797
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    • 2013
  • Recently, due to the excessive use of fossil fuels, many studies about the fossil fuels such as solar and fuel cell energy source are progressing. Fuel cell system has high energy conversion efficiency. Also, fuel cell system is environmentally friendly system because the carbon emission is almost not occur. Therefore, the fuel cell system is considered as the core technology of in the fields of the future energy and environmental. Fuel cell system has an effect on distribution power system because another power source of other than large power plants. So, fuel cell system can be reason of power quality in the power system. In this paper, we constructed the system for an assessment on Islanding. The system is composed with power source, Impedance coordination load and linear load, fuel cell system. we are performed assessment on voltage and power quality in customer and the distributed power system during the Islanding of residential fuel cell system. In addition, no change in the impedance of power system, we made a islanding condition only using the actual load, As a variation of generation and load current under islanding, an analysis results based on assessment system showed that the power qualities of distribution system became more aggravation as effect of voltage sag and voltage swell phenomena.

태양광 에너지저장장치(ESS) 경제성 분석 및 최적 용량 평가 (Economy Analysis and Optimized Capacity Evaluation of Photovoltaic-Related Energy Storage System)

  • 이영훈;성태현
    • 한국산업융합학회 논문집
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    • 제25권2_2호
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    • pp.209-218
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    • 2022
  • The purpose of this study is to analyze an economic assessment of PV-ESS systems based on the power generation performance data of solar power (PV) operating in domestic area, and to calculate the optimal capacity of the energy storage system. In this study, PVs in Gyeonggi-do, Jeollabuk-do, and Gyeongsangbuk-do were targeted, and PVs in this area were assumed to be installed on a general site, and the research was conducted by applying weights based on the facility's capacity. All the analysis was conducted using the actual amount of KPX transactions of PVs in 2019. In order to calculate the optimal capacity of PCS and BESS according to GHI, PV with a minimum/maximum/central value was selected by comparing the solar radiation before the horizontal plane between three years (2017-2019) of the location where PV was installed. As a result of the analysis, in Gyeonggi-do, if the REC weight decreases to 3.4 when there is no change in the cost of installing BESS and PCS, it is more economical to link BESS than PV alone operation of PV. In Jeollabuk-do, it was analyzed that if the REC weight was reduced to 3.6, it was more likely to link BESS than PV operated alone. In Gyeongsangbuk-do, it was analyzed that if the REC weight was reduced to 3.4, it was more likely to link BESS than PV operated alone.

초임계 CO2 발전시스템 소개 및 개발동향 (Introduction to supercritical CO2 power conversion system and its development status)

  • 이정익;안윤한;차재은
    • 한국유체기계학회 논문집
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    • 제17권6호
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    • pp.95-103
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    • 2014
  • During the international effort to develop the next generation nuclear reactor technologies, many new power cycle concepts were derived to improve efficiency and reduce the capital cost. Among many innovative power cycles, it was identified that the supercritical $CO_2$ (S-$CO_2$) Brayton cycle technology has a big potential to outperform the existing steam cycle and eventually replace it. The S-$CO_2$ cycle achieves high efficiency with very compact size, which is the ultimate advantage for a power cycle to have. The S-$CO_2$ cycle has a great potential not only for the future nuclear applications but also for general heat sources such as coal, natural gas, and concentrated solar. In this paper, a brief introduction to the S-$CO_2$ power cycle technologies will be first provided, and a short summary of current research and development status of the power cycle technology around the world will be followed. Especially the research works performed by KAIST, KAERI and several related research institutions in Korea will be reviewed in more detail, since they have recently developing a strong infrastructure to test these ideas by constructing a demonstration facility while producing many innovative ideas to improve and realize the concept.

배전선로 연계용량 선정방안에 관한 연구 (A Study on Decision Plan of Hosting Capacity for Distribution Feeder)

  • 김성만;오준석;김옥희;임현옥;문채주
    • 한국전자통신학회논문지
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    • 제16권4호
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    • pp.653-660
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    • 2021
  • 재생에너지 자원은 비용감소, 정부 보조금, 지속가능성 등의 목적에 연계되어 전 세계적으로 전기를 생산하는 설비의 필수적인 영역으로 급속하게 진행되고 있다. 풍력, 태양광 및 부하가 상호작용하여 발생하는 예측오차는 배전계통, 선로 혼잡도, 전압과 무효전력 안정도 여유 등 예기치 않은 심각한 충격을 발생시킬 수가 있다. 이 충격은 전력계통에서 변동성 재생에너지의 보급이 증가함에 따라 더 커질 것이다. 우리나라는 배전선로에 연결될 수 있는 재생에너지의 최대 용량은 송배전용전기설비이용규정에 의해 제한된다. 이 연구는 기존 송전설비의 중대한 설비 개조가 필요하지 않는 배전선로에 대한 연계용량 결정방안을 기술한다. 특히 선로 케이블의 연계용량 기준과 배전선로의 최소부하 계산에 관하여 제안과 검토를 한다.

태양광을 이용한 정원등 (Guard Lamp using Solar Cell)

  • 강병복;차인수;임중열;윤정필;박세준
    • 전력전자학회:학술대회논문집
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    • 전력전자학회 2004년도 전력전자학술대회 논문집(1)
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    • pp.129-132
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    • 2004
  • A guard lamp system has been installed at the PV positive center, located at Gwangju in Korea. Digital environment that is represented to internet is displacing business way of industry and business achievement way with the fast speed being giving great change on life whole, improve existence business process utilizing internet and Web connection technology, information superhighway to tradition industrialist manufacture and e-transformation's propulsion that wish to maximize productivity and administration efficiency is spread vigorously. In this paper, we wish to accomplish generation equipment's heighten stability and believability through remote monitoring and control of guard lamp system. This paper describes the design of the monitoring system for the sensing data and indirect controlling of the guard lamp system. Most of the conventional monitoring systems depend on the special hardware and software. The essential design of monitoring system is to provide the convenience for the user and the portability for the system. In order for the system to fulfill its requirements, it was designed using Labview GUI facility based on the Windows 2000 environment of IBM PC compatible and Add-oncard based on the TCP/IP protocol. Advantage of the monitoring system are a personnel expenses curtailment effect, of the place restriction and unmanned system of the generationplants, etc..

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IEC 61850 프로토콜의 배전자동화시스템에 사용을 위한 배전시뮬레이터 개발과 시뮬레이션 결과에 관한 연구 (A study on the development of distribution simulator and simulation results for use in distribution automation system of IEC 61850 protocol)

  • 김재동;오재곤
    • 한국정보전자통신기술학회논문지
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    • 제15권2호
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    • pp.95-102
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    • 2022
  • 신재생에너지 확대를 위한 배전자동화시스템의 안정성 평가를 위한 연구이다. 정부는 재생에너지 3020 이행계획 정책을 통해 2030년까지 신재생에너지를 확대하여 국민의 삶의 질을 높이는 참여형 에너지 체계로 전환할 계획이다. 정부는 2030년까지 재생에너지 발전량 비중을 국내 보급 에너지의 20%로 목표 설정하였다. 신규 설비용량의 95% 이상을 태양광 풍력 등 청정에너지로 설립할 계획이다. 재생에너지 보급 확대로 에너지 신사업과 분산전원 산업이 육성되어 과거의 대규모 전원 개발이 아닌 근거리, 저압, 소규모 발전이 급속히 확대되었다. 이런 수요로 인해 배전 설비 운영의 중요성이 대두 되었고 배전자동화시스템이 필요성 증대되고 있다. 본 논문에서는 배전자동화시스템의 성능 및 기능 평가를 위한 배전시뮬레이터 개발에 대해 다루었고 이와 배전자동화시스템과의 연동시험 결과를 제시한다. 배전계통에 진보된 시스템을 도입하기 위해서는 송변전시스템의 장점을 취해야 한다. 배전시스템에서 DNP3.0프로토콜을 사용하고 송배전시스템에서 IEC61850 프로토콜을 사용한다. 이 두 프로토콜을 배전자동화시스템에서 혼용하여 사용시 제어, 모니터링 등의 운영에 대한 기능과 성능을 충족한다는 결론을 보였다.

폐CNT와 전도촉진재를 혼입한 시멘트 모르타르 블록의 발열 전도 특성 (Heating Transferring Charcteristics of Cement Mortar Block with Waste CNT and Conduction Activator)

  • 구현철;김운학;오홍섭
    • 한국건설순환자원학회논문집
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    • 제10권2호
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    • pp.176-183
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    • 2022
  • 저전력 사용이 가능한 발열콘크리트를 제작하기 위하여 시멘트 모르타르에 고순도 폐CNT를 혼입하였으며, 모르타르의 전도율을 향상시키기 위하여 압축강도를 제어하는 수준에서 탄소섬유와 폐음극재를 활용하고자 하였다. 사용된 폐CNT는 다중벽 CNT의 함유량이 많은 것으로 분석되었고, 모르타르 배합시 분산성을 높이기 위하여 액상형으로 치환하여 사용하였다. 모르타르 발열시 태양광 등에 의한 소형 자가발전 설비를 활용하고 전자파를 최소화하기 위하여 DC 24 V이하의 전력 사용시의 모르타르의 온도 변화를 평가하였다. 액상형 폐CNT를 적용하고, DC 24 V의 전압을 도입한 경우 200 × 100 × 50 mm 블럭 시험편에서 60 ℃까지 상승하였으며, 액상형 폐CNT와 탄소섬유, 폐음극재를 모두 사용한 경우에는 DC 12 V에서도 55 ℃이상까지 온도가 상승하여 현장 적용성이 충분한 것으로 판단되었다. 특히 발열에너지 변화량에 있어서도 다른 변수들과 비교하여 효과적인 것으로 나타났다.

설비공학 분야의 최근 연구 동향 : 2010년 학회지 논문에 대한 종합적 고찰 (Recent Progress in Air-Conditioning and Refrigeration Research : A Review of Papers Published in the Korean Journal of Air-Conditioning and Refrigeration Engineering in 2010)

  • 한화택;이대영;김서영;최종민;김수민;권영철;백용규
    • 설비공학논문집
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    • 제23권6호
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    • pp.449-469
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    • 2011
  • This article reviews the papers published in the Korean Journal of Air-Conditioning and Refrigerating Engineering during 2010. It is intended to understand the status of current research in the areas of heating, cooling, ventilation, sanitation, and indoor environments of buildings and plant facilities. Conclusions are as follows. (1) Research trends of thermal and fluid engineering have been surveyed as groups of general thermal and fluid flow, fluid machinery, and new and renewable energy. Various topics were presented in the field of general thermal and fluid flow. Research issues mainly focused on the thermal reliability of axial fan and compressor in the field of fluid machinery. Studies on the design of ground source heat pump systems and solar chemical reactors were executed in the field of new and renewable energy. (2) Research works on heat transfer area have been reviewed in the categories of heat transfer characteristics and industrial heat exchangers. Researches on heat transfer characteristics included heat transfer in thermoelectric cooling/power generation systems, combined heat and power systems, carbon nano fluid with PVP, channel filled with metal foam and smoke ventilation in a rescue station of a railroad tunnel. Also the studies on flow boiling of R123/oil mixture in a plain tube bundle and R410A charge amount in an air cooled mini-channel condenser were reported. In the area of industrial heat exchangers, researches on plate heat exchanger, shell and tube heat exchanger, enthalpy exchanger, micro channel PCHE were performed. (2) Research works on heat transfer area have been reviewed in the categories of heat transfer characteristics and industrial heat exchangers. Researches on heat transfer characteristics included heat transfer in thermoelectric cooling/power generation systems, combined heat and power systems, carbon nano fluid with PVP, channel filled with metal foam and smoke ventilation in a rescue station of a railroad tunnel. Also the studies on flow boiling of R123/oil mixture in a plain tube bundle and R410A charge amount in an air cooled mini-channel condenser were reported. In the area of industrial heat exchangers, researches on plate heat exchanger, shell and tube heat exchanger, enthalpy exchanger, micro channel PCHE were performed. (3) Refrigeration systems with alternative refrigerants such as hydrocarbons, mixed refrigerants, and CO2 were studied. Performance improvement of refrigeration systems are tried applying various ideas of refrigerant subcooling, dual evaporator with hot gas bypass control and feedforward control. The hybrid solar systems combining the solar collection devices with absorption chillers or compression heat pumps are simulated and studied experimentally as well to improve the understanding and the feasibility for actual applications. (4) Research trend in the field of mechanical building facilities has been found to be mainly focused on field applications rather than performance improvements. Various studies on heating and cooling systems, HVAC facilities, indoor air environments and energy resources were carried to improve the maintenance and management of building service equipments. In the field of heating and cooling systems, papers on a transformer cooling system, a combined heat and power, a slab thermal storage and a heat pump were reported. In the field of HVAC facilities, papers on a cooling load, an ondol and a drying were presented. Also, studies on HVAC systems using unutilized indoor air environments and energy resources such as air curtains, bioviolence, cleanrooms, ventilation, district heating, landfill gas were studied. (5) In the field of architectural environment and energy, studies of various purposes were conducted such as indoor environment, building energy, renewable energy and green building. In particular, renewable energy and building energy-related researches have mainly been studied reflecting the global interest. In addition, many researches which related the domestic green building certification of school building were performed to improve the indoor environment of school.