• 전기학회논문지
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• 제67권11호
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• pp.1536-1541
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• 2018

For effective electricity consumption in urban railway station such as peak load shaving, it is important to know each electrical load pattern by various usage. The total electricity consumption in the urban railway substation is already measured in Korea, but the electricity consumption for each usage is not measured. The author proposed the deep learning method to estimate the electrical load pattern for each usage in the urban railway substation with public data such as weather data. GRU (gated recurrent unit), a variation on the LSTM (long short-term memory), was used, which aims to solve the vanishing gradient problem of standard a RNN (recursive neural networks). The optimal model was found and the estimation results with that were assessed.

• 한국건설관리학회논문집
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• 제16권1호
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• pp.74-81
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• 2015

도심기반시설은 도시 내 인간의 활동을 위해 필수적으로 공급해야 할 시설이나 도심 내의 입지선정과 관련하여 위험시설로 인식되어 많은 갈등이 야기되고 있다. 대표적인 도심의 통신전력 기반시설인 변전소 역시 전력수요의 증가에 따라 도심지에 반드시 존치해야 함에도 불구하고 사회민원이 발생함에 따라 이러한 갈등을 구체적이고 과학적인 근거에 따라 판단하고 객관적인 해결방안을 도출할 필요가 있게 되었다. 이에 본 연구에서는 아파트 가격을 결정짓는 일반적인 요소들과 아파트 단지와 변전소의 직선상의 거리를 독립변수로 사용하고, 아파트 가격을 종속변수로 단위면적당 매매가를 선정하여, 시설 위치를 포함한 아파트가격 결정요인들이 각각 어떠한 영향을 주었는지를 헤도닉 가격모형을 활용한 회귀분석과 인공신경망 분석을 통해 분석하였다. 결과 일부 대상 변전소의 경우 아파트 단지와 거리가 가까울수록 매매가격이 떨어지며 변전소가 아파트가격에 미치는 영향력의 범위는 600m이내 인 것으로 나타났다. 본 연구에서는 변전소의 입지가 아파트 가격에 영향을 미치는지를 객관적 데이터와범 용적인 모형으로 분석함으로써, 변전소의 입지가 부동산의 경제적 가치를 분석하는 방법적 토대를 제공하였다.

• 대한전기학회:학술대회논문집
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• 대한전기학회 2015년도 제46회 하계학술대회
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• pp.553-554
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• 2015

This paper presents the selection method of Minimal Cut Sets(MCS) for substation reliability evaluation. We used the Quality solution in order to model the FT for the substation equipment. Quantitative analysis is performed to estimate the probability of top event occurrence and unreliability of the substation component. In this result, it means that reliability indices which can be predict get electricity services and better maintenance in substation management.

• 대한전기학회:학술대회논문집
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• 대한전기학회 1999년도 추계학술대회 논문집 학회본부 A
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• pp.83-85
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• 1999

Recently, a rapid increase of electricity demands have made Transmission & Substation device large-sized. complicated and diverse. Moreover, a rising level of customer's requirement and high growth of industry increase the reliability of electricity service. Therefore on the basis of the case study on the occurrence of fault, the prevention of defects for each device and the analyzing of the outbreak and prevention of systematic breakdown in Sin-Incheon Power Transmission Branch Office, this paper presents some important matters and suggests the method of improvement in design, construction, maintenance, and repairing the Transmission & Substation device.

• 한국터널지하공간학회 논문집
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• 제22권6호
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• pp.623-641
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• 2020

터널식 전력구는 약 5 km 이내의 연장을 기계식 굴착장비인 밀폐형 쉴드TBM을 이용하여 건설된다. 공기지연 예방 및 적기가압을 위해서는 암반등급별 공사기간의 예측정확도를 향상시켜야하며, 투입된 장비의 성능을 고려한 최적운전이 필수적이다. 이에 본 연구에서는 3.6 m급 쉴드TBM에 적합한 순굴진율 모델을 개발하고자 실대형 굴진시험을 수행하였다. 대표적인 일축압축강도에 대해서 소요추력과 커터헤드 회전속도를 바탕으로 약 100회의 실험을 수행하였다. 이에 풍화암, 연암, 경암분류에 따라 일축압축강도와 장비의 소요추력 조건이 고려된 연직력과 압입깊이 및 일축압축강도와 토크와의 상관관계를 제시하였다. 개발된 순굴진율 모델을 바탕으로 구동부 성능분석과 최적운전 조건에 대해 제시하였다. 본 연구결과를 통해 터널식 전력구 공사기간 단축 및 조기사용에 대한 사용자 편익증대를 기대할 수 있다.

• 전기학회논문지
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• 제64권10호
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• pp.1523-1527
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• 2015

Traction power is supplied by three-phase alternating current of 154 kV power grid and electric trains are operated on single phase feeding system. It becomes important to use all the three phases equally and convert them into two-phase electric power (90 degree phase rotation) for traction supply. This is achieved by special transformer from the adjacent traction substation which is separated by a neutral section. Neutral section locations are in front of the substation and between the two substations. The first stage of the Seoul-Busan high-speed railway, design curve radius is larger than 7,000 m and the greatest slope is 25‰. The railway track conditions are evaluated as good enough to install a neutral section at the first stage, but a few factors of coasting operation of the train should be considered at the second stage of Seoul-Busan high-speed railway. The neutral section was located at Kim-cheon substation, which made some neutral section problems produced by the operating train, and the neutral section was moved about 1.5 km to the south toward Dong Dae-gu station due to the track operation condition. Some of the trains which stopped at the existing Kim-cheon Gu-mi station produced another motor block failure after moving the neutral section. In this paper, power quality, system performance and track condition, etc. are suggested to solve the problems.

• 한국산업융합학회 논문집
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• 제14권3호
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• pp.121-125
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• 2011

EMTP-RV is the very powerful program to analyze the dynamic operation of the power system. To use this package in the large complex power system, it is very important to simplify the power system to simple equivalent network. In our study the 100 MVA STATCOM is placed at 345kV "MIGUM" which is the one of the 345kV substations of the Korean Electric Power System that is consist of more than 1000-bus. MIGUM substation is connected with 7 separated transmission lines to main Korean Electric power system. We developed a new method to simplify the network except the substation that we want to analysis. The power system outside the 345kV substation is modeled into the equivalent network. The loop network outside the substation can be modeled to simplified Thevenin equivalent network. The proposed method is applied to IEEE-14 Reliability Test System and the results shows the effectiveness of the method.

• 대한전기학회논문지:전기기기및에너지변환시스템부문B
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• 제51권4호
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• pp.210-220
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• 2002

We analysised the effect of harmonics on electric machines of substation power system barred on quantitatively measured harmonics and proposed the methods for prevention of harmonics through checking on transformer, rectifier and cable's capacities against harmonics with reference to KEPCO's electricity service standard. In order to analysis harmoninics of silicon rectifier that is power source in DC substation, computer simulations for a substation with TR of high voltage distribution switchboard are performed. Simulation results show that the total harmonic distortion factor becomes smaller for TR primary and receiving points in order rather than silicon rectifier which is harmonic generation source so that the harmonics generated frets each rectifier are outflowed to power supply and high voltage distribution switchboard The result of higher distortion factors of voltage and current for rectifier with 100% load than those with 50 % and 30% indicates that the waveform of voltage and current for the real substation power system at the office-going and the closing hours with heavy loads might be more distorted. As proposed methods for harmonic reduction, the conventional 6 pulse-type for substation is required to be replaced by 12 pulse-type for reduction of 5th and 7th harmonics. The active filter rather than the passive filter is more effective due to severe variance of rectifier loads, but the high cost is price to be paid. In view of installation area and costs, the use of 12 pulse-type transformer is desirable and then the parallel transformer and the rectifier within the substation must be replaced at the same time. Other substations with parallel feeder can use 6 pulse-type transformer.

• 산업기술연구
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• 제29권B호
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• pp.221-228
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• 2009

For a stable supply of electric power, periodical inspection of the electric facilities and repair of the distribution lines are required. In case of any unexpected accidents, looped operation among distribution lines may be necessary in order to supply electricity through the sound lines, separating the faulted lines. As a result of this study, it was found that normal looped operation became impossible when phase difference of the looped distribution lines is more than 3 degrees compared with the voltage supply of the distribution lines. Therefore, for a stable supply of electric power to Chuncheon, it is judged to be desirable that looped operation of the distribution lines coming from the same substation M. Tr Bank shall be performed in principle and in case of looped operation with the substation of different system, looped operation among the lines shall be performed after voltage regulation of the substation M. Tr Bank, maintaining similar voltages and load supply volume in order to avoid phase difference through checking the operation conditions of each substation M. Tr Banks. And when looped operation among the distribution lines is scheduled, voltage regulation schedule has been established so far by calculating maximum supply volume through the transformer of the substation and the maximum load volume through the distribution lines but in the future, looped operation of the distribution lines shall be carried out by removing voltage difference with regulating tap or load of the surrounding transformers, with giving prior notice to the substation operators.

• Journal of Electrical Engineering and Technology
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• 제12권2호
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• pp.981-987
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• 2017

In this paper, we estimate the economic benefits of Energy Storage Systems (ESSs) for peak load shaving in an urban railway substation using the annual cost. The annual investment cost of ESSs is estimated using Net Present Value (NPV) and compared with the cost reduction of electricity by the ESS. The optimal capacities of the battery and Power Converting System (PCS) are determined for peak load shaving. The optimal capacity of the ESS and the peak load shaving is determined to maximize the profit by the ESS. The proposed method was applied to real load data in an urban railway substation, and the results show that electric power costs can be reduced. Other aspects of the ESS, such as the lifetime and unit price of the battery, are also investigated economically.