• 제목/요약/키워드: comparison of energy consumption

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인공신경망 변수에 따른 HVAC 에너지 소비량 예측 정확도 평가 - 송풍기를 중심으로- (An Analysis of the Prediction Accuracy of HVAC Fan Energy Consumption According to Artificial Neural Network Variables)

  • 김지헌;성남철;최원창;최기봉
    • 대한건축학회논문집:구조계
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    • 제34권11호
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    • pp.73-79
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    • 2018
  • In this study, for the prediction of energy consumption in the ventilator, one of the components of the air conditioning system, the predicted results were analyzed and accurate by the change in the number of neurons and inputs. The input variables of the prediction model for the energy volume of the fan were the supply air flow rate, the exhaust air flow rate, and the output value was the energy consumption of the fan. A predictive model has been developed to study with the Levenbarg-Marquardt algorithm through 8760 sets of one-minute resolution. Comparison of actual energy use and forecast results showed a margin of error of less than 1% in all cases and utilization time of less than 3% with very high predictability. MBE was distributed with a learning period of 1.7% to 2.95% and a service period of 2.26% to 4.48% respectively, and the distribution rate of ${\pm}10%$ indicated by ASHRAE Guidelines 14 was high.8.

원적외선 면상발열체에 의한 온실 난방시스템의 열특성 분석 (Thermal Energy Characteristics for Greenhouse Heating System with Far-Infrared Heater)

  • 노정근;김희준;리혁;한충수;조성찬
    • Journal of Biosystems Engineering
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    • 제31권6호
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    • pp.529-534
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    • 2006
  • The greenhouse heating system with far-infrared heater was built to analyze various thermal characteristics, such as greenhouse air temperature, soil temperature, energy flow, energy consumption in far-infrared heater, and other factors, which could be used in comparison with other greenhouse heating system in this study. The results showed that the inside air temperature of the far-infrared greenhouse heating system was $5^{\circ}C$ higher than that of hot air heating system. Heat loss of daytime was found to be larger than that of night time as much as 44.8% for the heating system with far-infrared heater. In the heating system with far-Infrared heater, when the lowest ambient temperature was -8 $\sim$ -7$^{\circ}C$, the air temperature of greenhouse was 12 $\sim$ 15$^{\circ}C$, thus the far-infrared heating system was shown to be feasible for heating system. Energy consumption of far-infrared heating system was shown to be less than that of hot air heating system.

철골조와 벽식조 공동주택의 환경영향 비교 연구 (A Comparison of Embodied Energy and Environmental Impacts between the Steel-Structured and Wall-typed Apartment Housing)

  • 이강희
    • 한국주거학회논문집
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    • 제15권3호
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    • pp.83-91
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    • 2004
  • In a planning stage, the assessment system is required to select the proper alternative, reflected the environmental affects such as energy, $CO_2$ and $SO_x$. Unit of energy consumption, $CO_2$ emission and $SO_x$ emission among various assessment systems could be effectively utilized to select the better alternative among various building types. But researches for these areas has not been conducted systematically, but limitedly and sporadically. In this paper, it aimed at providing the unit of energy consumption, $CO_2$ emission and $SO_x$ emission to evaluate the environmental affects between the steel-structured apartment building and wall-typed apartment building. For this, the input-output analysis could be utilized in the construction stage with two-type apartment housing. This approach can be utilized to compare the various alternatives in aspect of the energy consumption and the environment affect, and to select the relatively better alternative. This study found that the unit of energy, $CO_2$ and $SO_x$ of the steel-structured apartment building is lower than that of the wall-typed building

친환경 건축물의 자재에 관한 연구 (The Materials of Earth Friendly Architecture)

  • 유호천;이영아
    • 한국태양에너지학회 논문집
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    • 제23권4호
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    • pp.81-88
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    • 2003
  • Earth friendly system is applied widely to industries for maintaining development. The declaration of earth friendly characteristic which is an indication of the total amount of energy in evaluation of earth friendly material is not easy to apply to building materials Therefore, Accurate standards about earth friendly materials are necessary. Earth friendly building materials should be considered in the fields of energy and resource consumption, changes in urban climate and resident health, etc. Among these fields, energy and resource consumption has released toxic pollutants into the air, caused indoor moisture problems and exhausted resources continuously. Especially, moisture problem is an indicator of main factors of earth friendly characteristic. Timber, Soil. Cement Mortar and Charcoal are used to examine the sustainable properties of materials of moisture control. The result shows that wood, charcoal and soil is vivid in changes of moisture absorption and discharge in comparison with that of cement mortar.

안드로이드 디바이스를 위한 에너지 효율적 컨텍스트 모니터링 기법 (Energy-Efficient Context Monitoring Methods for Android Devices)

  • 김문권;이재유;김수동
    • 소프트웨어공학소사이어티 논문지
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    • 제26권3호
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    • pp.53-62
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    • 2013
  • 스마트 디바이스의 보급과 함께 컨텍스트 인지 애플리케이션에 대한 수요가 증가하는 추세이다. 하지만, 센서를 통한 컨텍스트의 수집은 추가적인 배터리 소비가 요구된다. 이것은 제한된 배터리 수명을 가진 모바일 디바이스에서 다수의 컨텍스트 인지 애플리케이션을 구동하는데 큰 제약사항이 된다. 그러므로 에너지 효율적인 컨텍스트 모니터링 기법이 요구된다. 본 논문에서는 안드로이드 디바이스에서 가능한 네 가지 컨텍스트 모니터링 기법을 제시하고, 각 기법 간의 에너지 소모량을 분석하여 적합한 적용 지침을 제안한다. 본 논문에서 제안된 기법을 컨텍스트 모니터링 애플리케이션에 적용하면 컨텍스트 모니터링에 소비되는 에너지 소모량을 효과적으로 감소시킬 수 있다. 제안된 기법을 검증하기 위해 적용하여 사용자 행동 인지 애플리케이션을 개발하여 각 기법에 대한 에너지 소모량을 정량적으로 비교한다.

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외기온도 예측 및 보상제어가 난방시스템의 에너지 소비량에 미치는 영향 (The Effects of Prediction and Reset Control of Outdoor Air Temperature on Energy Consumption for Central Heating System)

  • 안병천;홍성석
    • 한국지열·수열에너지학회논문집
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    • 제12권4호
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    • pp.8-14
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    • 2016
  • In this study, the effects of prediction and reset control of outdoor air temperature on energy consumption for central heating system are researched by using TRNSYS program package, and the control performances with the suggested methods of prediction and reset control of outdoor air temperature are compared with the existing ones. As a result, the value of coefficient of determination $R^2$ for the predicted outdoor temperatures is improved and the suggested control method shows maximum 21.8% energy saving in comparison with existing control ones.

A Case Study of Decreasing Environment Pollution Caused by Energy Consumption of a Dormitory Building Which Only Using Electricity by Efficiently Simulating Applying Residential SOFC (Solid Oxide Fuel Cell)

  • Chang, Han;Lee, In-Hee
    • Architectural research
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    • 제21권1호
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    • pp.21-29
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    • 2019
  • Recent years in Korea, some new developed buildings are only using electricity as power for heating, cooling, bathing and even cooking which means except electricity, there is no natural gas or other kinds of energy used in such kind of building. In vehicle industry area, scientists already invented electric vehicle as an environment friendly vehicle; after that, in architecture design and construction field, buildings only using electricity appeared; the curiosity of the environment impact of energy consumption by such kind of building lead me to do this research. In general, electricity is known as a clean energy resource reasoned by it is noncombustible energy resource; however, although there is no environmental pollution by using electricity, electricity generation procedure in power plant may cause huge amount of environment pollution; especially, electricity generation from combusting coal in power plant could emit enormous air pollutants to the air. In this research, the yearly amount of air pollution by energy using under traditional way in research target building that is using natural gas for heating, bathing and cooking and electricity for lighting, equipment and cooling is compared with yearly amount of air pollution by only using electricity as power in the building; result shows that building that only uses electricity emits much more air pollutants than uses electricity and natural gas together in the building. According to the amount of air pollutants comparison result between two different energy application types in the building, residential SOFC (Solid oxide fuel cell) is simulated to apply in this building for decreasing environment pollution of the building; furthermore, high load factor could lead high efficiency of SOFC, in the scenario of simulating applying SOFC in the building, SOFC is shared by two or three households in spring and autumn to increase efficiency of the SOFC. In sum, this research is trying to demonstrate electricity is a conditioned environment friendly energy resource; in the meanwhile, SOFC is simulated efficiently applying in the building only using electricity as power to decrease the large amount of air pollutants by energy using in the building. Energy consumption of the building is analyzed by calibrated commercial software Design Builder; the calibrated mathematical model of SOFC is referred from other researcher's study.

IMV를 사용한 유압굴삭기 붐 동작의 에너지 절감 (Energy Saving in Boom Motion of Excavators using IMV)

  • 허준영
    • 드라이브 ㆍ 컨트롤
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    • 제14권3호
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    • pp.1-7
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    • 2017
  • Energy consumption of conventional hydraulic excavators controlled by MCV is considerable when negative load is applied because the meter orifice and meter-out orifice are machined in one spool. Therefore, IMV is introduced to save energy use of hydraulic excavators, but existing hydraulic excavators have various advantages so it is difficult to make a clear comparison. In this study, we compare the use of an existing MCV excavator that has many advantages such as negative control, and IMV for boom up and down operation, and if IMV is used to save energy, we will examine the cause. If possible, for comparability under the same conditions, both systems use pressure balance valves to minimize power consumption when not using power in the actuator. The orifice area at each notch of each valve is calculated, and energy saving is verified by comparing the two systems through simulation.

배터리로 구동되는 이동 로봇의 에너지 소모 최소화를 위한 3-구간 속도 제어 (A 3-Step Speed Control for Minimizing Energy Consumption for Battery-Powered Wheeled Mobile Robots)

  • 김병국;김종희
    • 제어로봇시스템학회논문지
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    • 제12권3호
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    • pp.208-220
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    • 2006
  • Energy of wheeled mobile robot is usually supplied by batteries. In order to extend operation time of mobile robots, it is necessary to minimize the energy consumption. The energy is dissipated mostly in the motors, which strongly depends on the velocity profile. This paper investigates various 3-step (acceleration - cruise - deceleration) speed control methods to minimize a new energy object function which considers the practical energy consumption dissipated in motors related to motor control input, velocity profile, and motor dynamics. We performed an analysis on the energy consumption various velocity profile patterns generated by standard control input such as step input, ramp input, parabolic input, and exponential input. Based on these standard control inputs, we analyzed the six 3-step velocity profile patterns: E-C-E, P-C-P, R-C-R, S-C-S, R-C-S, and S-C-R (S means a step control input, R means a ramp control input, P means a parabolic control input, and E means an exponential control input, C means a constant cruise velocity), and suggested an efficient iterative search algorithm with binary search which can find the numerical solution quickly. We performed various computer simulations to show the performance of the energy-optimal 3-step speed control in comparison with a conventional 3-step speed control with a reasonable constant acceleration as a benchmark. Simulation results show that the E-C-E is the most energy efficient 3-step velocity profile pattern, which enables wheeled mobile robot to extend working time up to 50%.