• 전기학회논문지
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• 제68권1호
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• pp.19-26
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• 2019

As global demand for energy, energy prices, and power generation has increased worldwide, the government is turning to supply-oriented electricity supply and demand policies, such as behavior-based energy efficiency programs. In order to measure the implementation effect of the behavior-based energy efficiency program, the energy reduction must be accurately calculated by calculating the customer baseline load.

• 한국정보전자통신기술학회논문지
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• 제15권6호
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• pp.440-448
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• 2022

최근 분산 에너지 자원들의 도입으로 전력망의 최적 자원 할당 문제의 중요성이 강조되고 있고, 대규모 전력망의 방대한 양의 데이터를 처리하기 위해 분산 자원 할당 기법이 요구되고 있다. 최적 자원 할당 문제에서 각 발전기의 발전 용량의 한계로 인하여 수급의 균형이 만족하는 경우를 고려한 연구는 많이 진행되고 있지만, 총 요구량이 최대 발전 용량을 초과하는 경우인 수급 불균형을 고려한 연구는 아직 미미한 실정이다. 본 논문에서는 수급 균형인 상황뿐만 아니라 수급 불균형 상황을 고려하여 전력망의 최적 자원 할당을 위한 일치 기반의 분산 알고리즘을 제안한다. 제안하는 분산 알고리즘은 수급 균형을 만족하는 경우에는 최적의 자원을 할당하고, 수급이 불균형한 경우에는 부족한 자원의 양을 계측할 수 있도록 설계하였다. 마지막으로 모의실험을 통하여 제안된 알고리즘의 성능을 검증하였다.

• 문화기술의 융합
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• 제10권4호
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• pp.693-700
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• 2024

에너지 소비 문제가 전 세계적으로 주요한 이슈로 자리잡아 다양한 부문에서 에너지 소비 및 온실가스 배출 절감에 대한 관심이 크다. 2022년 3월 말 기준 국내 산업단지 총 면적은 606 km2로, 전체 국토면적의 약 0.6 %에 불과한다. 하지만 2018년 기준, 국내 산업단지의 연간 에너지 사용량은 국가 전체 에너지 사용량의 53.5 %, 전체 산업부문 에너지 사용량의 83.1 %를 차지하는 110,866.1천 TOE임으로 확인되었다. 더불어 국가 전체 온실가스 배출량의 45.1 %, 산업부문 온실가스 배출량의 76.8 %를 차지하여 환경에 미치고 있는 영향 또한 상당한 상황임이 확인하였다. 이러한 배경 하에 본 연구에서는 산업단지 차원의 에너지 효율화에 기여하고자, 국내 한 산업단지를 대상으로 에너지 수요 및 공급의 예측을 진행하였으며, 예측 결과값을 포함하여 에너지 모니터링을 위한 시뮬레이터 UI 화면을 설계하였다. 머신러닝 알고리즘 중 다층퍼셉트론 (Multi-Layer Perceptron; MLP)을 사용하였으며, 예측 모델의 최적화 기법으로서 베이지안 최적화 (Bayesian Optimization)를 적용하였다. 본 연구에서 구축한 예측 모델은 산업단지 내 압축공기 수요 유량의 경우는 87.90 %, 공용 공기압축기 공급 가능 유량의 경우는 99.54 %의 예측 정확도를 보였다.

• 한국태양에너지학회:학술대회논문집
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• 한국태양에너지학회 2009년도 추계학술발표대회 논문집
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• pp.314-319
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• 2009

The photovoltaic(PV) industry has been growing worldwide. Recently, the PV industries not also in the traditional PV advanced countries but also in other countries are rapidly growing. Especially, China has become the largest supplier in the world PV supply side since 2007. Both the world PV supply and demand rose steadily in 2008 like recent bumper years. In 2008, the world solar cell production reached 6.85GW~7.91GW presenting growth of 85% over the previous year. On the demand side, 81 countries contributed to the 5.95GW presenting growth of 110% over the previous year.

• 대한전기학회:학술대회논문집
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• 대한전기학회 1998년도 추계학술대회 논문집 학회본부A
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• pp.292-294
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• 1998

It is very important for electric utility to expand generating facilities and transmission equipments in accordance with the increase of electricity demand. Regional electricity demand forecasting is among the most important step for long-term investment and power supply planning. The main objectives of this paper are to develop the methodologies for forecasting regional load demand. The Model consists of four models, regional economy, regional electricity energy demand, areal electricity energy demand. and areal peak load demand. This paper mainly suggests regional electricity energy demand model and areal peak load demand. A case study is also presented.

• 한국태양에너지학회 논문집
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• 제40권1호
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• pp.25-33
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• 2020

It has been reported about the energy saving performance of UFAD(under floor air distribution) system and NPC(night purge cooling) system respectively which are applied for commercial buildings. However, when two systems are used at the same time, the effect of heat transfer from floor plenum to slab may vary depending on the operating conditions of NPC. In this study, cooling energy demands were analyzed for building models with UFAD and NPC by using TRNSYS 17 program. UFAD was applied as a cooling system of the base building model, and the cooling energy demands were compared for 64 cases in which the operating time, supply airflow rate, and outdoor air temperature(T_o) of NPC. As a result, it was confirmed that the cooling energy demands were reduced to 30 ~ 80% level compared to UFAD alone, and in particular, the energy demand was reduced in proportion to the supply airflow rate or the operating time while T_o was 16 ~ 20℃. However, when T_o was 22℃, the increase in the supply airflow rate or the operating time results in a disadvantage in terms of cooling energy demands. In addition, the cooling energy demands for UFAD+NPC model were analyzed by applying weather data from three regions with different average outdoor air temperatures. As a result, the cooling energy demand of operating NPC only when T_o was below 20℃ was reduced by 27% compared to that of operating NPC continuously for 8 hours.

• Architectural research
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• 제18권2호
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• pp.59-64
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• 2016

Since the massive power outages that hit across the nation in September 2011, a growing imbalance between energy supply and demand has led to a severe backup power shortage. To overcome the energy crisis which is annually repeated, a policy change for deriving energy supply from renewable energy sources and a demand reduction strategy has become essential. Buildings account for 18% of total energy consumption and have great potential for energy efficiency improvements; it is an area considered to be a highly effective target for reducing energy demand by improving buildings' energy efficiency. In this regard, retrofitting buildings to promoting environmental conservation and energy reduction through the reuse of existing buildings can be very effective and essential for reducing maintenance costs and increasing economic output through energy savings. In this study, we compared the energy reduction efficiency of national power energy consumption by unit production volume based on thermal power generation, renewable energy power generation, and initial and operating costs for a building retrofit. The unit production was found to be 13,181GWh/trillion won for bituminous coal-fired power generation, and 5,395GWh/trillion won for LNG power generation, implying that LNG power generation seemed to be disadvantageous in terms of unit production compared to bituminous coal-fired power generation, which was attributable to a difference in unit production price. The unit production from green retrofitting increased to 38,121GWh/trillion won due to the reduced energy consumption and benefits of greenhouse gas reduction costs. Renewable energy producing no greenhouse gas emissions during power generation and showed the highest unit production of 75,638GWh/trillion won, about 5.74 times more effective than bituminous coal-fired power generation.

• 한국태양에너지학회 논문집
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• 제39권5호
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• pp.29-40
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• 2019

In response to the rapid climate change, in order to save energy in the field of buildings, the country is planning not only zero energy buildings but also zero energy cities. In the Urban Development Project, the Energy Use Plan Report is prepared and submitted by predicting the amount of energy demand at the planning stage. However, due to the activation of zero-energy buildings and the increase in the supply of new and renewable energy facilities, the energy consumption behavior of buildings in the city is changing from the previous ones. In this study, to estimate urban energy demand of Zero Energy City, building energy demand forecasts based on "Passive plans for use of energy based primary energy consumption", "Actual building energy usage data from Korea Appraisal Board" and "data from Certification of Building Energy Efficiency Rating" as well as demand forecast according to existing "Consultation about Energy Use Plan Code" were calculated and then applied to Multifunctional Administrative City 5-1 zone to compare urban total energy demand forecasts.

• 전력전자학회논문지
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• 제21권4호
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• pp.302-311
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• 2016

This paper proposes a hybrid ESS that integrates an energy storage system (ESS) with an uninterruptible power supply (UPS). The hybrid ESS has a demand management and emergency power supply function while increasing the battery utilization of the UPS, which has just been used in a power failure. In addition to the critical load, the proposed system augments the capacity of emergency generation using an additional load, which has voltage and frequency-dependent characteristics to the grid side. The control algorithm of the AC-DC converter and bidirectional DC-DC converter is proposed for demand management and emergency power supply. Furthermore, seamless and autonomous transfer methods to alleviate the transient during mode transfer are proposed. To validate the proposed control scheme, experimental results from a 5 kW prototype are provided.

• 한국신재생에너지학회:학술대회논문집
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• 한국신재생에너지학회 2011년도 춘계학술대회 초록집
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• pp.139.2-139.2
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• 2011

Compared with a traditional power system of electricity providers, distributed power systems consist of power suppliers which are small and demand-oriented. Each small power supplier tends to utilizes renewable energy sources such as solar and wind power. It is because that home renewable energy systems do not need a large scale infrastructure which is required for traditional power plants. In this work we study an economic feasibility of such a renewable energy source. We describe how renewable power generation works and what it brings in terms of economic benefits. Also, we analyze limitations by the current policy and their possible solutions.