• Title/Summary/Keyword: Electricity power consumption

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CLUSTER ANALYSIS FOR REGION ELECTRIC LOAD FORECASTING SYSTEM

  • Park, Hong-Kyu;Kim, Young-Il;Park, Jin-Hyoung;Ryu, Keun-Ho
    • 대한원격탐사학회:학술대회논문집
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    • 대한원격탐사학회 2007년도 Proceedings of ISRS 2007
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    • pp.591-593
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    • 2007
  • This paper is to cluster the AMR (Automatic Meter Reading) data. The load survey system has been applied to record the power consumption of sampling the contract assortment in KEPRI AMR. The effect of the contract assortment change to the customer power consumption is determined by executing the clustering on the load survey results. We can supply the power to customer according to usage to the analysis cluster. The Korea a class of the electricity supply type is less than other country. Because of the Korea electricity markets exists one electricity provider. Need to further divide of electricity supply type for more efficient supply. We are found pattern that is different from supplied type to customer. Out experiment use the Clementine which data mining tools.

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남해안 어촌주거시설의 전력 소비량 실측 (A Measurement of electricity power consumption of houses located at south coastal fishing village)

  • 구재혁;조형오;황광일
    • 한국항해항만학회:학술대회논문집
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    • 한국항해항만학회 2012년도 춘계학술대회
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    • pp.50-51
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    • 2012
  • 해안 및 도서지역의 전력수요를 파력, 조력, 조류, 해상풍력과 같은 해양발전 시스템을 이용하는 혁신적인 고효율 하이브리드 알고리즘과 기본 모듈을 개발하기 위하여 2011년 8월부터 2012년 2월까지 남해안 도서지역 중 1개 섬을 선택하여 섬에 거주하고 있는 주민의 가구에 전력량 측정기를 설치하여 소비전력량 패턴을 확인하였다.

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남해안 어촌 주거시설의 하절기 전력소비 실태 조사 (A Survey on the Electricity Power Consumption in Summer of Residential Areas at Island on South Coast)

  • 구재혁;조형오;황광일
    • 한국항해항만학회:학술대회논문집
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    • 한국항해항만학회 2011년도 추계학술대회
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    • pp.136-137
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    • 2011
  • 해안 및 도서지역의 전력수요를 파력, 조력, 조류, 해상풍력과 같은 해양발전 시스템을 이용하는 혁신적인 고효율 하이브리드 알고리즘과 기본 모듈을 개발하기 위하여 2011년 하절기 남해안 도서지역 중 1개 섬을 선택하여 섬에 거주하고 있는 주민의 가구에 전력량 측정기를 설치하여 소비전력량 패턴을 확인하였다.

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우리나라 녹색전력의 소비잠재력 연구 (Potential of the Green Power Consumption in Korea)

  • 이창훈;황석준
    • 한국신재생에너지학회:학술대회논문집
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    • 한국신재생에너지학회 2006년도 춘계학술대회
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    • pp.343-346
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    • 2006
  • Although renewable energy sources are more environmentally friendly than fossil energy sources, it is far more costly, considering current technological standards. It would not present many competitive advantages in the power market. If the renewable electricity is viable in the market, the government should take 'visible' actions to compensate production costs. Popular policies, such as Feed-In-Tariff and Renewable Portfolio Standards, can help to attract investors into generators of renewable electricity. But presently, they are mainly financed through a undifferentiated increase of electricity bills and occasionally confronted with the opposition of the electricity consumers. And most policies tend to focus on increasing the supply of renewable electricity with little consideration toward elevating the motivation of consumers. This study evaluates the potential of environmentally friendly energy consumption and examines the 'green pricing' program which realize the potential.

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전력소비와 산성가스 배출량과의 관계 (Relationship of Electricity Consumption and Emission Rate of Acidic Gases)

  • 정일록;김대곤
    • 환경위생공학
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    • 제10권3호
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    • pp.131-138
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    • 1995
  • As the energy consumption increases continuously, the emission amount of air pollutants is growing, and after all it can influence the global environment as welt as the regional atmosphere. So, the clean energy which emits less air pollutants should be developed and widely used to reduce emission of pollutants. Electricity, known for clean energy in the side of consumption, is not actually clean in the process of generation. Electric power is generated using fossil fuels which produce acidic gases like $SO_{2}$, $NO_{x}$, etc. The emission rates of $SO_{2}$, $NO_{x}$, $CO_{2}$ are 2g,0.78g and 1 l0g per electric power generating Ikwh. If one light(60 watt bulb) be turned off at each house for a month electricity will be saved about 1.Skillion kwh a year. This is almost the same as 4,170 tons of $SO_{2}$ and $NO_{x}$. As a result the economization of electricity will be one of the effective strategy to reduce the air pollution and to keep our life clean and comfortable.

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자가용전기설비의 전력원단위 향상을 위한 전력관리 방안 (Recommended Practice for the Improvement of the Unit Cost of Power Consumption in Non-utility Electrical Installation)

  • 김세동
    • 한국조명전기설비학회:학술대회논문집
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    • 한국조명전기설비학회 2000년도 학술대회논문집
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    • pp.235-240
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    • 2000
  • This paper presents the reasonable method for electric power management through efficient use of electricity. With a rapid of national economics and living standard, electrical energy consumption markedly increased. Especially it is increased electrical energy consumption in commercial buildings and thus an energy conservation through efficient use of electricity became more important.

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Stochastic Gradient Descent Optimization Model for Demand Response in a Connected Microgrid

  • Sivanantham, Geetha;Gopalakrishnan, Srivatsun
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제16권1호
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    • pp.97-115
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    • 2022
  • Smart power grid is a user friendly system that transforms the traditional electric grid to the one that operates in a co-operative and reliable manner. Demand Response (DR) is one of the important components of the smart grid. The DR programs enable the end user participation by which they can communicate with the electricity service provider and shape their daily energy consumption patterns and reduce their consumption costs. The increasing demands of electricity owing to growing population stresses the need for optimal usage of electricity and also to look out alternative and cheap renewable sources of electricity. The solar and wind energy are the promising sources of alternative energy at present because of renewable nature and low cost implementation. The proposed work models a smart home with renewable energy units. The random nature of the renewable sources like wind and solar energy brings an uncertainty to the model developed. A stochastic dual descent optimization method is used to bring optimality to the developed model. The proposed work is validated using the simulation results. From the results it is concluded that proposed work brings a balanced usage of the grid power and the renewable energy units. The work also optimizes the daily consumption pattern thereby reducing the consumption cost for the end users of electricity.

해안지역 주거시설을 위한 전력수요 변동 대응형 하이브리드 발전시스템 도입 효과 예측에 관한 사례연구 (A feasibility study on the hybrid power generation system considering of electricity needs' fluctuation of coastal area's houses)

  • 황광일
    • Journal of Advanced Marine Engineering and Technology
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    • 제37권8호
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    • pp.977-983
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    • 2013
  • 본 연구는 섬 주거시설의 전력부하 변동특성에 적합한 태양광발전설비와 풍력발전설비로 구성된 하이브리드 발전시스템의 발전특성을 예측하고 성능을 평가하는 것을 목적으로, 경상남도 통영시에 소재하는 곤리도를 대상으로 수행한 사례연구 결과이다. 연구 결과, 시각별 전력부하 변동률, 시각별 풍력 발생 변동률, 시각별 일사량 변동률 등이 서로 다르기 때문에, 단순히 전력부하측과 풍력 혹은 태양광발전설비를 1:1로 조합한다면 상호간에 불균형이 발생하여 비효율적임을 알 수 있었다. 또한 부하용량선정방법인 최대부하법과 일일부하법으로 하이브리드 발전시스템의 각 용량을 설정할 경우의 성능을 비교한 결과 두 방법 모두 축전지를 포함한 풍력발전설비만 설치했을 때가 가장 효과적인 것으로 나타났는데 이는 풍력은 태양광과 달리 24시간 지속적으로 발생하기 때문이다.

거주자 구성유형 및 소득수준에 따른 주거용 건물 내 전력소비성향 (Characteristics of Electric-Power Use in Residential Building by Family Composition and Their Income Level)

  • 서현철;홍원화;남경목
    • 한국주거학회논문집
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    • 제23권6호
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    • pp.31-38
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    • 2012
  • In this paper, we draws tendency of the electricity consumption in residential buildings according to inhabitants Composition types and the level of incomes. it is necessary to reduce energy cost and keep energy security through the electricity demand forecasting and management technology. Progressive social change such as increases of single household, the aging of society, increases in the income level will replace the existing residential electricity demand pattern. However, Only with conventional methods that using only the energy consumption per-unit area are based on Energy final consumption data can not respond to those social and environmental change. To develop electricity demand estimation model that can cope flexibly to changes in the social and environmental, In this paper researches propensity of electricity consumption according to the type of residents configuration, the level of income. First, we typed form of inhabitants in residential that existed in Korea. after that we calculated hourly electricity consumption for each type through National Time-Use Survey performed at the National Statistical Office with considering overlapping behavior. Household appliances and retention standards according to income level is also considered.

국내 계약종별 전기요금 체계의 가격신호 회복에 따른 환경편익 분석 (An Analysis of the Environmental Benefits of the Price Signal Recovery under the Current Electricity Tariff in Korea)

  • 김재엽;정연제
    • 자원ㆍ환경경제연구
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    • 제31권4호
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    • pp.909-930
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    • 2022
  • 국내 전기요금 체계는 연료비 인상 등 원가 변동에 연계될 수 있는 제도적 근거가 마련되어 있음에도 물가상승 등 국민경제적 부담 등을 고려해 적기에 인상되지 못하는 상황이 발생하고 있다. 이처럼 전기요금이 정상적으로 조정되지 않음에 따라 우리나라 전기요금은 전 세계적으로 낮은 수준을 기록하고 있으며, 가격신호 전달 기능을 상실해 비효율적인 전력소비가 발생하는 문제점이 있다. 본 연구는 2017~2020년 연료비와 발전원별 발전량 등 실적 자료를 바탕으로 계약종별 전력의 공급원가(총괄원가) 수준을 추산하였으며, 이를 바탕으로 2030년 전기요금이 조정되어 가격신호 왜곡 문제가 해소될 경우 전력소비가 얼마나 변화하는지를 추정해 보았다. 추정 결과 전기요금이 공급원가(총괄원가)를 모두 회수할 수 있는 수준으로 조정된다면 전력소비는 9,000GWh 가량 절감될 것으로 나타났다. 이는 발전 부문의 온실가스 배출량을 약 3.82백만CO2ton 감축시키는 효과로 이어졌다.