• Title/Summary/Keyword: 한국에너지연구소

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Fault Diagnosis of PV String Using Deep-Learning and I-V Curves (딥러닝과 I-V 곡선을 이용한 태양광 스트링 고장 진단)

  • Shin, Woo Gyun;Oh, Hyun Gyu;Bae, Soo Hyun;Ju, Young Chul;Hwang, Hye Mi;Ko, Suk Whan
    • Current Photovoltaic Research
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    • v.10 no.3
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    • pp.77-83
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    • 2022
  • Renewable energy is receiving attention again as a way to realize carbon neutrality to overcome the climate change crisis. Among renewable energy sources, the installation of Photovoltaic is continuously increasing, and as of 2020, the global cumulative installation amount is about 590 GW and the domestic cumulative installation amount is about 17 GW. Accordingly, O&M technology that can analyze the power generation and fault diagnose about PV plants the is required. In this paper, a study was conducted to diagnose fault using I-V curves of PV strings and deep learning. In order to collect the fault I-V curves for learning in the deep learning, faults were simulated. It is partial shade and voltage mismatch, and I-V curves were measured on a sunny day. A two-step data pre-processing technique was applied to minimize variations depending on PV string capacity, irradiance, and PV module temperature, and this was used for learning and validation of deep learning. From the results of the study, it was confirmed that the PV fault diagnosis using I-V curves and deep learning is possible.

Design for Building and Enviromental Management System using the renewable energy (신재생에너지를 이용한 Building Energy and Environment Management System 설계)

  • Je, Eun-Jin;Sim, Hyun-Seok;Kim, Ji-Ho
    • Proceedings of the Korea Information Processing Society Conference
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    • 2011.04a
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    • pp.1068-1070
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    • 2011
  • 건물 부문의 에너지 절약방안으로 신재생에너지를 이용한 에너지 관리 시스템을 제안하고자 한다. 신재생에너지를 이용한 BEMS(Building and Enviromental Management System)를 설계하고, 이것을 구현하기 위한 Software Framework 를 설계한다.

A Case Study on the Islanding Detection Protection of PV System and ESS System (태양광 발전과 ESS 시스템의 연계운전시 단독운전 방지 사례 연구)

  • Lim, Jong Rok;Hwang, Hye-Mi;Shin, Woo Gyun;Ju, Young-Chul;Jung, Young Seok;Kang, Gi-Hwan;Ko, Suk-Whan
    • Journal of the Korean Solar Energy Society
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    • v.39 no.1
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    • pp.59-66
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    • 2019
  • BIPV or BAPV installation applied to building is increasing through public utility mandates enterprise. Solar PV energy generates only during the day, but if it is operated in convergence with ESS, which stores electrical energy, it can restrain the fossil energy used in buildings throughout the day. A solution is to converge with PV system and ESS. However, PV systems and ESS connected to the power grid in parallel can cause problems of electrical stability. A study was conducted on the case of failure to detect islanding operation under the parallel operation of PV generation and ESS that are connected in parallel to power grid. Experiments conducted various non-islanding detections under the operating conditions. In the experiment results, when one PCS - PV inverter or ESS inverter - was operating under the islanding condition, it stopped working within 0.5 seconds of the Korean grid standard. However, when both of PV inverter and ESS inverter were operating at the same time under the islanding situation, the anti-islanding algorithm did not operate normally and both inverters continuously supplied power to the connected RLC loads. islanding detection Algorithm developed by each inverter manufacturer has caused this phenomenon. Therefore, this paper presented a new test standard for islanding detection.

Power Distribution Optimization of Multi-stack Fuel Cell Systems for Improving the Efficiency of Residential Fuel Cell (주택용 연료전지 효율 향상을 위한 다중 스택 연료전지 시스템의 전력 분배 최적화)

  • TAESEONG KANG;SEONGHYEON HAM;HWANYEONG OH;YOON-YOUNG CHOI;MINJIN KIM
    • Transactions of the Korean hydrogen and new energy society
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    • v.34 no.4
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    • pp.358-368
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    • 2023
  • The fuel cell market is expected to grow rapidly. Therefore, it is necessary to scale up fuel cells for buildings, power generation, and ships. A multi-stack system can be an effective way to expand the capacity of a fuel cell. Multi-stack fuel cell systems are better than single-stack systems in terms of efficiency, reliability, durability and maintenance. In this research, we developed a residential fuel cell stack and system model that generates electricity using the fuel cell-photovoltaic hybrid system. The efficiency and hydrogen consumption of the fuel cell system were calculated according to the three proposed power distribution methods (equivalent, Daisy-chain, and optimal method). As a result, the optimal power distribution method increases the efficiency of the fuel cell system and reduces hydrogen consumption. The more frequently the multi-stack fuel cell system is exposed to lower power levels, the greater the effectiveness of the optimal power distribution method.

연구실 탐방 - 한국에너지기술연구소 대체에너지연구부

  • Korean Federation of Science and Technology Societies
    • The Science & Technology
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    • v.33 no.4 s.371
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    • pp.28-29
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    • 2000
  • 우리나라에 에너지를 안정적으로 공급하고 에너지기술을 자립시키는 것을 목표로 설립된 한국에너지기술연구소 산하의 대체에너지연구부는 태양열 이용연구 등 7개팀으로 나뉘어 연구사업을 펼치고 있다. 이 연구부는 주로 태양에너지를 비롯해 풍력발전, 소규모의 수력발전, 수소에너지, 바이오매스(동ㆍ식물, 미생물의 유기물량)등을 효율적으로 활용할 수 있는 기술에 대한 연구를 계속하고 있다.

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A Study on the Iodine-induced Stress Corrosion Cracking of Zircaloy-4 Cladding (I) (지르칼로이-4 피복재의 요드응력 부식 균열에 대한 연구)

  • Ryu, W.S.;Hong, S.I.;Choi, Y.;Kang, Y.H.;Rim, C.S.
    • Nuclear Engineering and Technology
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    • v.17 no.3
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    • pp.193-199
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    • 1985
  • Iodine-induced stress corrosion cracking tests of Zircaloy-4 cladding were undertaken using the modified infernal pressurization method. The effects of iodine concentration and applied stress were studied. The critical iodine concentration for SCC was found to be about 0.2 mg/$\textrm{cm}^2$ at 603$^{\circ}$K. The threshold stress was dependent on the test temperature and the mechanical properties of the specimen. The fracture surface showed that the crack propagated stepwise iron one grain to others until the material was unstable and then ruptured mechanically. The initial region showed the transgranular feature and the wedge-shaped cracks. As the crack proceeded, the transgranular and ductile-tearing mired feature appeared in the middle region.

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