• Title/Summary/Keyword: University Energy

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Energy Use Prediction Model in Digital Twin

  • Wang, Jihwan;Jin, Chengquan;Lee, Yeongchan;Lee, Sanghoon;Hyun, Changtaek
    • International conference on construction engineering and project management
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    • 2022.06a
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    • pp.1256-1263
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    • 2022
  • With the advent of the Fourth Industrial Revolution, the amount of energy used in buildings has been increasing due to changes in the energy use structure caused by the massive spread of information-oriented equipment, climate change and greenhouse gas emissions. For the efficient use of energy, it is necessary to have a plan that can predict and reduce the amount of energy use according to the type of energy source and the use of buildings. To address such issues, this study presents a model embedded in a digital twin that predicts energy use in buildings. The digital twin is a system that can support a solution of urban problems through the process of simulations and analyses based on the data collected via sensors in real-time. To develop the energy use prediction model, energy-related data such as actual room use, power use and gas use were collected. Factors that significantly affect energy use were identified through a correlation analysis and multiple regression analysis based on the collected data. The proof-of-concept prototype was developed with an exhibition facility for performance evaluation and validation. The test results confirm that the error rate of the energy consumption prediction model decreases, and the prediction performance improves as the data is accumulated by comparing the error rates of the model. The energy use prediction model thus predicts future energy use and supports formulating a systematic energy management plan in consideration of characteristics of building spaces such as the purpose and the occupancy time of each room. It is suggested to collect and analyze data from other facilities in the future to develop a general-purpose energy use prediction model.

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Development and Application of an Energy Input-Output Table for an Energy Demand and Supply Activities Analysis

  • Pruitichaiwiboon, Phirada;Lee, Cheul-Kyu;Baek, Chun-Youl;Lee, Kun-Mo
    • Environmental Engineering Research
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    • v.16 no.1
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    • pp.19-27
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    • 2011
  • This paper introduces an approach to identify the total energy consumption with subsequent $CO_2$ emissions, for both industrial and non-industrial sectors. Statistical data for 2005 were compiled in a national account system to construct an energy input-output table for investigating the influence between energy demand and supply activities. The methodological approach was applied to South Korea. Twelve types of energy and fifteen industrial and non-industrial sectors are formed as the compartments of the input-output table. The results provided quantitative details of the energy consumption and identified the significant contributions from each sector. An impact analysis on the $CO_2$ emissions for the demand side was also conducted for comparison with the supply side.

Lithium Air Battery: Alternate Energy Resource for the Future

  • Zahoor, Awan;Christy, Maria;Hwang, Yun-Ju;Nahm, Kee-Suk
    • Journal of Electrochemical Science and Technology
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    • v.3 no.1
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    • pp.14-23
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    • 2012
  • Increasing demand of energy, the depletion of fossil fuel reserves, energy security and the climate change have forced us to look upon alternate energy resources. For today's electric vehicles that run on lithium-ion batteries, one of the biggest downsides is the limited range between recharging. Over the past several years, researchers have been working on lithium-air battery. These batteries could significantly increase the range of electric vehicles due to their high energy density, which could theoretically be equal to the energy density of gasoline. Li-air batteries are potentially viable ultra-high energy density chemical power sources, which could potentially offer specific energies up to 3000 $Whkg^{-1}$ being rechargeable. This paper provides a review on Lithium air battery as alternate energy resource for the future.

The water-energy-food resources and environment: Evidence from selected SAARC countries

  • Mansoor, Abdul;Sultana, Baserat;Shafique, Saima;Zaman, Khalid
    • Advances in Energy Research
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    • v.6 no.1
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    • pp.1-15
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    • 2019
  • The objective of the study is to examine the relationship between water resources, energy demand, food production, and environmental pollutants in selected SAARC nations, namely, Bangladesh, India, Pakistan, and Sri Lanka, during the period of 1990-2016. The results show that water, energy, and food (WEF) resources substantially affected air quality in the form of high mass carbon emissions, fossil fuel energy demand, methane discharges, nitrous oxide emissions, and greenhouse gas emissions in these countries. Food production and food deficit largely increase $CO_2$ emissions due to unsustainable production and malnutrition, while land use under cereal production increases $CH_4$ and $N_2O$ emissions. Electricity production escalates $CO_2$ emissions and fossil emissions across countries. The results support the carbon EKC hypothesis, while monotonic increasing function exists in case of fossil fuel energy. The study emphasizes the need to ensure environmental sustainability agenda by adopting cleaner production technologies in WEF resources.

A Case Study of Electricity Usage Monitoring for Deterioration and Economic Analysis of Main Equipment in University Laboratory

  • Park, Jun-Young;Lee, Chun-Kyong;Park, Tae-Keun
    • International conference on construction engineering and project management
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    • 2015.10a
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    • pp.706-707
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    • 2015
  • Our country is aiming at 30% reductions in building energy consumption accounting for 39% of the total energy consumption by 2020[1]. For this purpose, the government is developing and applying the Building Energy Management System (hereinafter, referred to as "BEMS", Smart plug, etc.) while the researches on new renewable energy development. BEMS, which is applied with focus on large buildings, is inducing energy management of the entire building through energy measurement and data management, but considering its economic efficiency, it's very difficult to apply BEMS to small & medium-size buildings. Hereupon, this study intends to implement the case analysis of deterioration and economic efficiency of major equipment in buildings on the basis of electricity consumption which has been measured targeting small & medium-size buildings for a certain period by taking into account that equipment deterioration is a contributor to the increase in energy consumption.

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Study on Energy Consumption according to Building Envelope Performance and Indoor Temperature (건축물의 외피성능 및 실내온도에 따른 에너지 사용량에 관한 연구)

  • Yoo, Ho-Chun;Kang, Hyun-Gu
    • Journal of the Korean Solar Energy Society
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    • v.31 no.3
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    • pp.101-108
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    • 2011
  • This study aims to suggest an energy consumption improvement plan for university buildings through an analysis of energy consumption. Upon a simulation of subject building to interpret energy consumption, it was found that 154.07kWh/$m^2$ of energy is consumpted annually. Improvement of design elements can cut down the energy consumption to 135.61kWh/$m^2$ according to an energy reduction analysis related to envelope performance improvement. Additional improvement of lights and heat exchanger can curtail annual energy consumption to 108.32kWh/$m^2$. Also, an analysis of energy consumption while increasing indoor temperature gradually showed that the two factors are in proportion. $6^{\circ}C$ higher temperature requires over twice of the current energy. Based on this survey result, performance improvement due to building management and envelope elements which influence to building cooling and heating loads can curtail building energy consumption.

A Proposal of Energy Retrofitting Methods for Small-to-Medium Existing Building (중소규모 기존 건물의 에너지 개수 방법에 관한 실증연구)

  • Jeong, Hee-Gyu;Lee, Young-Jae;Song, Doo-Sam
    • 한국태양에너지학회:학술대회논문집
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    • 2012.03a
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    • pp.286-292
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    • 2012
  • In recent years, building energy has received much attention and there are many support system to reduce building energy consumption. In addition, It is clear that encouraging to energy efficiency investments can be beneficial to our society, because of the energy supply instability and higher energy price in Korea. Nevertheless, ESCO business, represent the existing building energy retrofit business, hardly has not expanded in Korea. besides, in the case of existing building, it is more difficult to achieve the energy retrofit measures than new building, due to the existing buildings have attributes such as a long life and a lots of energy factor, etc. Therefore, for activate ESCO business and expand ESCO bussiness target to small-to-medium building, it is needed to optimization of retrofitting methods for existing small-to medium buildings in Korea. this research was to derive energy retrofit methods through the energy audit and analysis performed for a small-to-medium building located in Suwon, Korea.

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The Suggestion and application of the Evaluation Method for Selecting Energy Plant on City Planning Step (도시계획단계에서의 에너지 플랜트 선정을 위한 평가방안 제시 및 적용)

  • Park, Jin-Young;Park, Tool;Yee, Jurng-Jae
    • Journal of the Korean Solar Energy Society
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    • v.32 no.4
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    • pp.34-42
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    • 2012
  • The forecasted energy shortage tends to encourage to develop the next generation energy to countermove the energy problems and the climatic change all over the world. Korean government is pushing ahead with the policy for 'Low Carbon Green Growth' to deal with climate changes and to overcome energy problems. And many studies for low carbon green city or zero carbon city have been progressed. In this study, energy plants and energy scenarios are selected by energy supply suited features of city at city plan. The method to evaluate energy scenario can be proposed to apply various energy plants for energy demand on city planning step and evaluation method can be systematized to be used by users. Also the calculated values are changed into index for comparison according to each energy scenario.

A Study on analyzing the Plan to save the Demand for Energy and introduce the Renewable Energy System in Innovation City (혁신도시의 에너지수요절감 및 신재생에너지도입계획 분석연구)

  • Kim, Ji-Yeon;Hong, Sung-Hee;Park, Hyo-Soon;Suh, Seung-Jik
    • Proceedings of the SAREK Conference
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    • 2007.11a
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    • pp.474-479
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    • 2007
  • The innovation city, which meets the best innovation condition to cooperate with the public institution and the industry-university-researcher closely and the good environment of housing, education, health and culture, was promoted to make the local city characteristic and independent. The plan to make the locally independent base have to consider the economical condition, the quality of life and the sustainable development. First of all The balanced city-planning is demanded to build friendly environmental and sustainable city. energy-efficient buildings shuld be designed to deal with the energy and environment problem. So we analyze the energy demand plan and the method to introduce the renewable energy system. As a result, the reduction ratio of the energy demand are greatly imbalanced between innovation cities. and only the Gwang-ju Jeon-nam innovation city is planed to apply the renewable energy to 5% of total energy demand.

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Assessment of Potentiality of Renewable Energy Based Urban Forms (도시 형태에 따른 신재생에너지 잠재성 평가에 관한 연구)

  • Jung, A-Rum;Chung, Min-Hee;Rhee, Eon-Ku
    • Journal of the Korean Solar Energy Society
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    • v.30 no.2
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    • pp.22-32
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    • 2010
  • The world is facing environmental problem described as climate change and exhaustion of fossil fuel. In order to solve theses problems, importance of renewable energy is extremely growing. For stable energy supply, it is need to apply hybrid renewable energy systems in urban-scale, because some renewable energy system' outputs are greatly influenced by climatic condition. Especially, solar irradiation and wind velocity are influenced by urban geometric environment as well as climatic condition. Therefore it is necessary to evaluate the renewable energy potential according as urban form. This study aims to evaluate the potential of solar energy and wind energy in urban-scale and classify urban type according as characteristics of urban forms. The results of this study will be used to develop renewable energy system application guidelines for urban and energy planning.