• Title/Summary/Keyword: 태양광발전 모니터링

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Improvement of Predicting Failure Rate of Photovoltaic System using Ensemble Methods (앙상블 기법을 이용한 태양광 발전소 고장 예측 개선)

  • Jang, Munjong;Na, Ickchae;Kim, Younghoon
    • Proceedings of the Korea Information Processing Society Conference
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    • 2016.10a
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    • pp.401-403
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    • 2016
  • 최근 태양광 발전사업의 투자 수요가 증가하고 있으며, 이에 따른 태양광 발전시스템 (PV시스템)의 신뢰성 및 발전 효율 향상 등을 확보할 수 있는 모니터링 시스템의 중요성이 부각되고 있다. 본 논문에서는 데이터를 앙상블 기법으로 분석하여 알려진 자동 분류 기법과 앙상블 기법을 비교해보고, 이를 바탕으로 PV시스템 고장 예측의 정확도를 향상 시키고자 한다.

A study on the characteristics driving of 10kW photovoltaic system (10kW 태양광 발전 시스템의 운전특성에 관한 연구)

  • Ha, Min-Ho;Yoon, Jeong-Phil;Jeong, Ju-Seob;Cha, In-Su
    • Proceedings of the KIEE Conference
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    • 2005.10c
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    • pp.314-316
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    • 2005
  • 태양광 발전은 화석에너지의 대안으로서 청정에너지로서의 상징성을 발휘하며 시범사업 및 일반보급사업을 통하여 국내에 확대 보급되고 있다. 본 논문에서는 에너지관리공단의 지원을 받아 동신대학교 생물자원산업화지원센터에 설치된 10kW 태양광 발전시스템의 운전특성 연구에 관한 것으로서, RS-232 통신을 이용 설치된 센서의 출력 값을 PC로 모니터링하여 결과값을 분석하였다.

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Photovoltaic System Energy Performance Analysis Using Meteorological Monitoring Data (기상 환경 모니터링 데이터를 이용한 태양광발전시스템 발전량 성능 분석)

  • Kwon, Oh-Hyun;Lee, Kyung-Soo
    • Journal of the Korean Solar Energy Society
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    • v.38 no.4
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    • pp.11-31
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    • 2018
  • Nowadays, domestic photovoltaic system market has been expanded and the governmental dissemination policy has been continued. There is only PV system output performance analysis which is called Performance Ratio(PR) analysis. However, there exists many parameters that can affect PV system output. This papers shows the PV system energy performance analysis using meteorological monitoring data. The meteorological monitoring system was installed in the H university and we analyzed the PV system which installed in the H university. We also investigated other three PV systems which located less than 3 kilometers from H university. We evaluated total 4 PV systems through the field survey data, design drawing data and power generation data. Finally, we compared the actual measuring data with the simulation data using PVSYST software.

Web-Based Monitoring of Photovoltaic (Web을 이용한 태양광발전시스템의 모니터링기술)

  • Park S.J.;Kang B.B.;Yoon J.P.;Yoon P.H.;Lim J.Y.;Cha I.S.
    • Proceedings of the KIPE Conference
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    • 2003.07b
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    • pp.949-952
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    • 2003
  • 인터넷으로 표현되는 디지털 세상은 빠른 속도로 변하는 삶 전체에 영향을 미치는데, 특히 산업체에서의 업무와 일하는 방식을 바꾼다. 인터넷과 웹 접속 기술은 현재의 업무 과정을 개선하고, 전통적인 제조 기업의 생산성과 관리 효율을 극대화한다 본 논문에서는 이러한 발전 설비의 안정성과 원거리 모니터링의 신뢰성과 PV시스템의 제어에 관한 것이다 그리고 PV시스템의 센서 모니터링 데이터와 간접적인 제어를 설계하였다. 전통적인 모니터링 시스템은 특수한 하드웨어나 소프트웨어에 의존한다 모니터링 시스템의 기본적인 목표는 사용자가 휴대용 단말기를 통해 모니터링과 제어를 할 수 있게 하는 것이다. Labview GUI를 이용하여 설계한 모니터링 시스템은 윈도우 2000을 운영체제로 한 IBM PC를 사용하였고, TCP/IP 프로토콜에 기본을 두었다. 이러한 모니터링 시스템의 이점은 사원의 지출(급여)를 줄이고 지구 어느 곳에서든 발전 시스템을 인공위성을 통하여 모티터링과 제어를 할 수 있다.

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A Study of Standardization of Detecting Abnormal Data by Front Weed's Shadow Effect in over 100 kW Photo Voltaic Power Generation Unit (100 kW 이상의 태양광 발전단위에서 전방 잡초 그림자 영향 분석에 의한 비정상 데이터 표준화 연구)

  • Kim, Hong Myeong;Lee, Yu Ri;Jung, Jae hak
    • Korean Chemical Engineering Research
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    • v.58 no.3
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    • pp.416-423
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    • 2020
  • Majority of over 100 kW capacity photo voltaic (PV) power generation system was constructed on the plate ground of soil. Rarely PV system installed on concrete or building but it usually be under 25 kW capacity. On the soil ground the weeds growen up and it's shadow influenced to decrease of amount of PV power generation. This work analysis the weeds shadow's effect to decrease of PV power generation with 100 kW capacity of real PV power generation system in Yeungnam University, Finally the weed shadow"s influence value through the real field monitoring Data is suggested for give a standard management time of weeds to avoid the negative influence on whole power plant. Moreover the hot spot which is generated by long term partial shallow on PV module also can detected with the result of this work. It also suggested as a standard value of monitoring Data.

The Development of the Short-Term Predict Model for Solar Power Generation (태양광발전 단기예측모델 개발)

  • Kim, Kwang-Deuk
    • Journal of the Korean Solar Energy Society
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    • v.33 no.6
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    • pp.62-69
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    • 2013
  • In this paper, Korea Institute of Energy Research, building integrated renewable energy monitoring system that utilizes solar power generation forecast data forecast model is proposed. Renewable energy integration of real-time monitoring system based on monitoring data were building a database and the database of the weather conditions and to study the correlation structure was tailoring. The weather forecast cloud cover data, generation data, and solar radiation data, a data mining and time series analysis using the method developed models to forecast solar power. The development of solar power in order to forecast model of weather forecast data it is important to secure. To this end, in three hours, including a three-day forecast today Meteorological data were used from the KMA(korea Meteorological Administration) site offers. In order to verify the accuracy of the predicted solar circle for each prediction and the actual environment can be applied to generation and were analyzed.

Development of Remote Monitoring and Control Device of 50KW Photovoltaic System (50KW 태양광발전의 원격 감시제어시스템에 관한 연구)

  • Park, Jeabum;Kim, Byungmok;Shen, Jian;Rho, Daeseok
    • Journal of the Korea Convergence Society
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    • v.2 no.3
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    • pp.7-14
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    • 2011
  • This paper deals with the efficient management for the intelligent distribution system related with the renewable energy sources, using the wire-wireless monitoring and control device. This device is mainly composed of 2 sections. One is monitoring device with the Autobase S/W and the other is control device using PLC. This paper proposes a wire and wireless monitoring and control device which can monitor and control the 50Kw PV system installed remotely (about 1Km) in the campus of the Korea University of Technology and Education. By the analysis of PV output characteristic using the device proposed in this paper, it is confirmed that the device can contribute the maintenance of PV system and also the establishment of Smart Grid.

Development of Photovoltaic PCS HMI Unit (태양광 PCS HMI Unit 개발)

  • Lee, Jun-Chol;Choi, Dae-Hee;Yang, Hang-Jun;Choi, In-Sun
    • Proceedings of the KIEE Conference
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    • 2008.07a
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    • pp.229-230
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    • 2008
  • 한정된 자원을 기반으로 한 세계 에너지 시장은 고유가로 인해 그 미래를 보장할 수 없으며, 또한 석유 사용으로 인해 온실가스가 배출되어 기후의 안정성을 깨뜨리고 있다. 이에 신재생 에너지에 대한 관심은 이미 폭발하였으며, 세계의 산업구조가 신재생 에너지 기업들로 전환되고 있다. 특히 태양광 발전이 신재생 에너지 중에서 기술적으로 가장 현실화에 근접해 있다. 이에 본 논문에서는 당사에서 개발하는 태양광 PCS의 운전상황을 모니터링하고 제어하며, 취득된 데이터를 상위 시스템에 통신을 통해 올려주는 태양광 PCS용 HMI Unit에 대해 기술하였다.

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A Study on an Implementation of Control Panel of Sun Trackers and Monitoring System for Photovoltaic Generation Plants (태양광발전의 태양추적기제어반 및 모니터링시스템 구현에 관한 연구)

  • Lho, Tae-Jung;Park, Min-Yong;Lee, Seung-Hyeon
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.11 no.9
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    • pp.3161-3167
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    • 2010
  • Hall sensors of BLDC(brushless DC) motor are used to detect a position information for a control mechanism, which implements an algorithm for velocity and position control. Actual azimuth and altitude were measured to evaluate a control precision. The measurement revealed comparatively good accuracy that the measured values were $2.02^{\circ}$ and $1.01^{\circ}$ respectively, and the maximum error falls within $1.86^{\circ}$. The developed monitoring system of photovoltaic generation plants is a LCU(Local Control Unit) based on an integrated monitoring system which supports 1:N method for multiple simultaneous connections, remote control and real-time system state monitoring.

ESS Connected PV Monitoring System Supporting Redundant Communications (통신 이중화를 지원하는 ESS연계 태양광 모니터링 시스템)

  • Joo, Jong-Yul;Lee, Young-Jae;Oh, Jae-Chul
    • The Journal of the Korea institute of electronic communication sciences
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    • v.13 no.1
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    • pp.29-34
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    • 2018
  • The systems associated with the ESS never stop. It runs 24 hours everyday. The system must be managed to run. The ESS system should perform normally even if the power IT equipment fails or communication failure occurs. Therefore, there is a need for a system that actively addresses, manages and controls the high precision power data of the ESS, even if a variety of failures occur. I would like to propose a power management communication unit to cope with the occurrence of communication failure. This paper also includes an integrated management system that can perform micro grid site management, maintenance and monitoring for the ESS system connected with the solar power generation facility.