• Title/Summary/Keyword: 광역에너지

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A Methodology of Databased Energy Demand Prediction Using Artificial Neural Networks for a Urban Community (인공신경망을 이용한 데이터베이스 기반의 광역단지 에너지 수요예측 기법 개발)

  • Kong, Dong-Seok;Kwak, Young-Hun;Lee, Byung-Jeong;Huh, Jung-Ho
    • 한국태양에너지학회:학술대회논문집
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    • 2009.04a
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    • pp.184-189
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    • 2009
  • In order to improve the operation of energy systems, it is necessary for the urban communities to have reliable optimization routines, both computerized and manual, implemented in their organizations. However, before a production plan for the energy system units can be constructed, a prediction of the energy systems first needs to be determined. So, several methodologies have been proposed for energy demand prediction, but due to uncertainties in urban community, many of them will fail in practice. The main topic of this paper has been the development of a method for energy demand prediction at urban community. Energy demand prediction is important input parameters to plan for the energy planing. This paper presents a energy demand prediction method which estimates heat and electricity for various building categories. The method has been based on artificial neural networks(ANN). The advantage of ANN with respect to the other method is their ability of modeling a multivariable problem given by the complex relationships between the variables. Also, the ANN can extract the relationships among these variables by means of learning with training data. In this paper, the ANN have been applied in oder to correlate weather conditions, calendar data, schedules, etc. Space heating, cooling, hot water and HVAC electricity can be predicted using this method. This method can produce 10% of errors hourly load profile from individual building to urban community.

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A Study on the Energy Consumption Characteristic by Building Envelope of Apartment Housing in Busan Metropolitan City (부산광역시 공동주택의 외피구조에 따른 에너지 소비특성 분석)

  • Yee, Jurng-Jae;Kim, Hwan-Yong;Kim, Seung-Hee
    • Journal of the Korean Solar Energy Society
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    • v.34 no.4
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    • pp.75-81
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    • 2014
  • In this paper we made energy consumption units of glass curtain wall type apartment and general apartment in Busan metropolitan city and compared energy consumption characteristics by building envelope. The monthly electricity consumption units of general apartment were shown in the range of $1.16{\sim}1.51kWh/m^2{\cdot}mon$ which were indicated higher value in January, February, August and September with little variation. On the other hand, in case of glass curtain wall type apartment, monthly electricity consumption units were represented in the range of $1.91{\sim}7.07kWh/m^2{\cdot}mon$ with significant fluctuations monthly, which were outstandingly high in July, August and September. The monthly city gas consumption units of general apartment were found to be in the range of $1.79{\sim}18.07MJ/m^2{\cdot}mon$, while glass curtain wall type apartment were within $0.94{\sim}19.91MJ/m^2{\cdot}mon$. City gas consumption units from December to March were shown highly in both type apartments. The monthly energy consumption units of general apartment were found to be within $14.23{\sim}30.69MJ/m^2{\cdot}mon$, while glass curtain wall type apartment were within $24.49{\sim}68.9MJ/m^2{\cdot}mon$. Energy consumption units of glass curtain wall type apartment were suggested 4.84 times higher than those of general apartment.

A Study on the Characteristics of Local Energy Consumption by Using Index Decomposition Analysis (지수분해분석을 이용한 지자체의 에너지 소비특성에 관한 연구)

  • Jin, Sang Hyeon;Hwang, In Chang
    • Environmental and Resource Economics Review
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    • v.18 no.4
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    • pp.557-586
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    • 2009
  • Although energy demand management policy attracts attention internationally and domestically, the importance of local government in this policy is not so much as central government. But local government can do a role with regard to this policy because it is close to energy consumers not like central government. So local energy plan should be based on the understanding local energy consumption characteristics to activate local energy demand management policy. This paper tries to analyze energy characteristics of 16 local governments by decomposing energy consumption into population, production and intensity factors. The result of index decomposition analysis shows that energy intensity improvement has offset the increase of energy consumption caused by economic growth in the metropolitan cities, while it couldn't offset in the other provinces because of industrialization based on the manufacturing. In conclusion, this paper suggests that it will be necessary to switch to low energy society by carrying out concrete energy efficiency improvement projects in the metropolitan cities while it will be helpful to make a local development plan for low energy intensive industrialization in the other provinces.

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Comparison of Frequency Analysis and Harmonic Analysis Methods for Estimating the Probability of Seawater Temperature Difference (해수온도차 출현율 산정을 위한 빈도분석과 조화분석 방법의 비교)

  • Yoon, Dongyoung;Choi, Hyun-Woo
    • 한국신재생에너지학회:학술대회논문집
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    • 2010.06a
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    • pp.239-239
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    • 2010
  • 해양에서 물리적 에너지원으로는 조류, 조력, 파력, 해양온도차에너지(Ocean Thermal Energy : OTE)가 있으며, OTE 개발을 위해서는 우선 부존 자원량 파악과 개발적지 선정이 선행되어야 한다. 이를 위해 대상해역의 표층과 심층간의 수온차이 값(${\Delta}T$)에 대한 연중출현확률의 산정이 필요하다. 본 연구에서는 이러한 ${\Delta}T$의 연중출현확률을 산정하기 위해 남해 해역을 대상으로 47년간(1961~2007) 격월 별(2, 4, 6, 8, 10, 12월)로 관측된 93개 정점의 정선해양관측자료(국립수산과학원)를 사용하였다. ${\Delta}T$값을 정량화 하고자 정점 별 ${\Delta}T$(> $5^{\circ}C$, > $10^{\circ}C$, > $15^{\circ}C$)의 연중출현확률을 빈도분석과 조화분석 방법을 사용하여 계산하고 이를 공간적으로 광역적 규모와 지역적 규모에서 두 방법의 장단점을 비교, 분석 하였다.

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Estimating Potential Energy Consumption and Carbon Emission Reduction in South Korea Using Non-radial Data Envelopment Analysis Approach (Non-radial Data Envelopment Analysis를 적용한 지역별 에너지 및 이산화탄소 저감가능성 추정)

  • Kim, Kwang-Uk;Kang, Sang-Mok
    • Environmental and Resource Economics Review
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    • v.25 no.2
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    • pp.299-320
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    • 2016
  • This study estimates an energy efficiency of 16 metropolitans and provinces in Korea, and measures potential energy-saving and carbon emission reduction using a non-radial data envelopment analysis method. Based on energy mix scenarios, this study also evaluates the impact of changes in energy structural adjustment on a regional environmental performance. The empirical results show that, on average, 12.70% of energy consumption and 13.73% of carbon emission can be reduced by improvement in energy efficiency, and low efficiency of oil usage in metropolitan cities is a major source of the inefficiency. Furthermore, it is found that energy mix policy should be considered to achieve an extra energy-saving and carbon reduction.

자동차용 대체연료

  • 한국온돌난방시공협회
    • 보일러설비
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    • s.71
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    • pp.102-107
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    • 1999
  • 최근 선진 각국은 수송기의 연료로 대체에너지의 이용에 대한 관심이 날로 높아가고 있다. 우리나라도 월드컵이 열리는 2002년까지 천연가스(CNG)버스 5,000대를 도입, 서울등 6개 광역시에서 운행키로 했다. 오는 2000년에 발효되는 국제 자동차 배기가스 규제를 앞두고 자동차용 청정 대체연료의 이용 가능성과 문제점에 대하여 알아본다

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Antimicrobial Effects of Photodynamic Therapy using Photofrin Against Staphylococcus aureus and Staphylococcus epidermidis (포토프린을 이용한 황색포도알균과 표피포도알균에 대한 광역학 치료의 항균효과)

  • Kwon, Pil-Seung
    • The Journal of the Korea Contents Association
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    • v.13 no.2
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    • pp.314-321
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    • 2013
  • Photodynamic therapy(PDT) has been recommended as an alternative therapy for various diseases including microbial infection. The aim of the present study is to evaluate the antimicrobial effect of PDT using a photofrin and home made 630 nm Light emitting diode(LED) against Staphylococci. To examine the antimicrobial effect of photofrin-mediated PDT against Staphylococcus aureus and Staphylococcus epidermidis colony forming units(CFU) quantification, and bacterial viability using flow cytometry were formed. The CFU quantification results of S. aureus and S. epidermidis were 1 cfu/ml and 16 cfu/ml of average, respectively, after PDT application with photofrin of $50{\mu}g/m{\ell}$ and 630 nm LED and energy density of $18J/cm^2$. In addition, S. aureus and S. epidermidis isolates yielded forward-scatter (FSC) and fluorescence intensity (FI) differences on flow cytometry (FCM) after PDT. S. aureus and S. epidermidis cell size(FSC) increased 8.96% and 5.55% respectively, after PDT. Also the numbers of dead cell of S. aureus and S. epidermidis were a 39% and 61% incerased. These results suggest that photofrin-mediated PDT can be an effective alternative treatment for antibacterial therapy.

Distribution Characteristics of Uranium and Radon Concentrations of Groundwater in Gwangju Area (광주지역 지하수 중 우라늄과 라돈의 함량 분포 특성)

  • Seo, Heejeong;Min, Kyoungwoo;Park, Jiyoung;Park, Juhyun;Hwang, Hoyeon;Park, Seil;Kim, Seonjeong;Jeong, Sukkyung;Bae, Seokjin;Kim, Seongjun
    • Journal of Environmental Health Sciences
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    • v.48 no.2
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    • pp.86-95
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    • 2022
  • Background: As high concentrations of uranium and radon have been detected in some areas in Korea, it is considered necessary to investigate natural radioactive materials in the Gwangju area. Objectives: This study aimed to identify the hydrochemical characteristics of groundwater in Gwangju and investigate the distribution characteristics of uranium and radon, which are naturally radioactive substances. Methods: To determine the uranium and radon concentrations in groundwater according to the geology of the Gwangju area, we measured 62 groundwater wells. A geological distribution map of uranium and radon content was prepared for this study. Results: The groundwater type, defined using a Piper diagram, was mainly Ca-HCO3. The concentration of uranium in the groundwater ranged from 0 to 29.3 ㎍/L, with a mean of 3.3 ㎍/L and a median of 0.9 ㎍/L. The median concentration of uranium in groundwater was highest in alluvium, granitic gneiss, and biotite granite (classified by geological unit), in that order. The concentration of radon in the groundwater ranged from 4.8 to 313.2 Bq/L, with a mean of 75.6 Bq/L and a median of 59.6 Bq/L. The median concentration of radon in groundwater was highest in biotite granite, alluvium, and granitic gneiss, in that order. As a result of the correlation analysis of groundwater in the study area, there was no significant correlation between uranium and radon. Conclusions: In this study area, uranium was shown to be far below the concentrations allowed by drinking water quality standards, but radon concentrations exceeded drinking water quality monitoring standards in 11% of the samples. It was judged that appropriate measures, such as the installation of radon reduction facilities, will be required after a thorough review of high-concentration radon detection sites of in the research area.

Characteristics of PAHs Concentration in Soil Contamination Concerned Area of Gwangju (광주지역 토양오염우려지역의 PAHs 농도 특성 연구)

  • Yoon, Sang Hoon;Lee, Woo Jin;Lim, Min Hwa;Jeong, Yeon Jae;Park, Mi Ae;Jeon, Hong Dae;Park, Byoung Hoon;Seo, Gwang Yeob;Bae, Seok Jin;Park, Jeong Hun
    • Journal of Soil and Groundwater Environment
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    • v.27 no.2
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    • pp.50-60
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    • 2022
  • The concentration levels and distribution characteristics of 16 polycyclic aromatic hydrocarbons (PAHs) were investigated and evaluated for total 100 soil samples as a part of the survey on soil contamination in Gwangju. The results (median and range) of T-PAHs (sum of 16 PAH concentrations), C-PAHs (sum of carcinogenic PAH concentrations) and T-TEQs (sum of 16 TEQ concentrations) were 20.8 (7.6~1158.1), 2.2 (N.D~509.6), and 0.3 (N.D~424.6) ㎍/kg, respectively. There was a positive correlation between C-PAHs/T-PAHs and T-TEQs/T-PAHs except one point where the concentration of benzo(a)pyrene was high. The ratios of the C-PAHs/T-PAHs were 31.7% for low molecular weight-PAHs and 68.3% for high molecular weight-PAHs, suggesting that PAHs generation mainly arose from combustion sources. The ratio of isomers of individual PAHs, Phe/Ant, Flu/Pyr, Ant/(Ant+Phe), Flu/(Flu+Pyr), and BaA/(BaA+Chr), also confirmed the predominance of PAHs from combustion activities. Statistical tracing of the source of PAHs through principal component analysis indicated that the main sources of combustion were automobile fuel and coal. The overall results of this study suggested HMW-PAHs, T-PAHs, C-PAHs and T-TEQs should be separately evaluated to better assess the toxicity and environmental behavior of individual PAHs.

Human Risk Assessment for Exposure to Heavy Metals within Finishing Materials of Playground Facilities for Children in Gwangju (광주지역 어린이 놀이시설 마감재의 중금속 노출에 의한 인체 위해성평가)

  • Sang-Hoon Yoon;So-Young Kim;Eun Cho;Tae-Hui Nam;Jin-Hwan Park;Hwa-Jin Kong;Ki-Won Lee;Gwang-Yeob Seo;Jeong-Hun Park;Kyoung-Woo Min
    • Journal of Environmental Health Sciences
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    • v.50 no.2
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    • pp.146-156
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    • 2024
  • Background: Children who use playground facilities are exposed to potential risks due to the high concentration of heavy metals contained in the finishing materials of facilities in children's playgrounds. Objectives: The purpose of this study was to investigate the concentration of heavy metals in the finishing materials of outdoor children's playgrounds where harmful heavy metals exist in Gwangju and to conduct human risk assessment for children and adults by age to find the risks and limitations. Methods: The bottom and top layers of double-painted paint were peeled off and collected together from the finishing materials of children's play facilities such as slides, swings, and seesaws in 147 children's parks in Gwangju. Heavy metals were analyzed using ICP-OES, etc., and human risk assessment was performed using the concentrations of heavy metals. Results: Based on 1.0E-04, which requires legal regulation, CTE was found to pose a carcinogenic risk for preschool children and no carcinogenic risk for the rest of the age groups. However, RME showed that both men and women of all ages had a carcinogenic risk. For reference, when the carcinogenic risk was based on 1.0E-06, CTE was found to pose a carcinogenic risk from infants to elementary school students, and RME was found to have a carcinogenic risk in all age groups. It was judged that there is a non-carcinogenic risk if the non-carcinogenic risk exceeds 1 based on the hazard index (HI) 1. In CTE, there was no non-carcinogenic risk, and RME for preschooler males (1.49E+00) and females (1.56E+00) were found to have non-carcinogenic risk. Conclusions: This study was meaningful in that it examines the differences in the current management of heavy metals concentration standards and potential carcinogenic and non-carcinogenic risks to the human body and discusses the relationship between heavy metals and human health effects.