• 제목/요약/키워드: comparison of energy consumption

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Task Scheduling and Resource Management Strategy for Edge Cloud Computing Using Improved Genetic Algorithm

  • Xiuye Yin;Liyong Chen
    • Journal of Information Processing Systems
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    • 제19권4호
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    • pp.450-464
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    • 2023
  • To address the problems of large system overhead and low timeliness when dealing with task scheduling in mobile edge cloud computing, a task scheduling and resource management strategy for edge cloud computing based on an improved genetic algorithm was proposed. First, a user task scheduling system model based on edge cloud computing was constructed using the Shannon theorem, including calculation, communication, and network models. In addition, a multi-objective optimization model, including delay and energy consumption, was constructed to minimize the sum of two weights. Finally, the selection, crossover, and mutation operations of the genetic algorithm were improved using the best reservation selection algorithm and normal distribution crossover operator. Furthermore, an improved legacy algorithm was selected to deal with the multi-objective problem and acquire the optimal solution, that is, the best computing task scheduling scheme. The experimental analysis of the proposed strategy based on the MATLAB simulation platform shows that its energy loss does not exceed 50 J, and the time delay is 23.2 ms, which are better than those of other comparison strategies.

공동주택 바닥복사 난방시스템의 GRNN 제어 적용에 관한 연구 (A Study on GRNN Control Strategies for Floor Radiant Heating System in Residential Apartments)

  • 송재엽;안병천
    • 설비공학논문집
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    • 제24권12호
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    • pp.830-836
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    • 2012
  • In this study, the effects of heating control methods on heating control performance and energy consumption in the floor radiant heating control system of residential apartments were research by computer simulation. A general regression neural network(GRNN) control method for reducing indoor temperature overshoot and saving energy in floor radiant heating system is suggested. The GRNN control method shows good responses in comparison with the conventional and outdoor reset control methods for improving indoor thermal environment and reducing energy consumption.

VAV 터미널 박스의 최소풍량 제어방식 비교 연구 (A Study on the Comparison Analysis of Minimum Airflow Control Logic of VAV Terminal Box)

  • 조영흠;강수현;성윤복
    • 한국태양에너지학회 논문집
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    • 제32권4호
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    • pp.96-102
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    • 2012
  • The minimum airflow of VAV terminal boxes is a key factor for comfort, indoor air quality(IAQ) and energy cost. If the minimum airflow is not reasonable, it would waste energy and make IAQ problems. There are two types of VAV terminal box control logic. One is the single maximum, another is the dual maximum control logic. Dual maximum control logic is more efficiency way to reduce the energy consumption. It has a minimum airflow set point and a heating maximum set point. It allows the minimum airflow set point to be much lower than single maximum control logic. A building simulation was conducted to evaluate the energy consumption and the IAQ according to the control logic of the V AV terminal box. In the simulation, dual maximum control logic can save the energy up to 6.5% compared to the single maximum control logic.

다중 채널 무선 센서 네트워크에서 전송 거리 기반 채널 할당 (A Channel Assignment based on Transmission Distance on Wireless Multi-Channel Sensor Networks)

  • 박시용;조현숙
    • 한국정보통신학회논문지
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    • 제18권1호
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    • pp.183-190
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    • 2014
  • 본 논문에서는 다중 채널을 지원하는 무선 센서 네트워크에서 에너지 소비를 줄이기 위하여 우선순위를 기반으로 사용가능한 채널의 수를 달리하는 전송 기법을 제안한다. 센서 네트워크에서는 센서 노드들은 데이터 전송시에 가장 많은 에너지를 소비하고 전송거리가 길수록 더 많은 에너지를 소모한다. 그러므로 먼 거리에서 전송된 패킷의 전송 실패로 인한 재전송은 추가적인 많은 에너지 소모를 유발한다. 이에 본 논문에서는 재전송으로 인한 추가적인 에너지 소모를 줄이기 위해서 전송 거리가 먼 센서 노드들에게 높은 우선순위를 배정하여 안정적인 전송 환경을 제공한다. 높은 우선순위의 수신 데이터를 위해서 사용가능한 채널의 수를 보다 많이 할당한다. 실험의 결과 제안 기법은 연결실패확률과 재전송에 따른 에너지 소모량에서 좋은 성능을 보였다.

G-SEED 인증 건축물과 비인증 건축물의 에너지 소비량 특성에 관한 연구 : 업무시설을 대상으로 (A Study on the Comparison for Energy Consumption Characteristics between G-SEED certified and non-certified Office Buildings in Korea)

  • 김종현;김진호
    • 한국산학기술학회논문지
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    • 제20권11호
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    • pp.33-43
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    • 2019
  • 기후변화 문제를 해결하기 위해 세계 각국은 온실가스 감축 의무를 이행하기 위해 노력하고 있다. 건물부문은 국가 온실가스 배출량의 약 25%를 차지하며, 향후 40%까지 증가할 것으로 전망하는 만큼 정부는 에너지 절감 계획에 대한 정책을 수립하여 추진 중이다. 건물부문의 에너지 절감을 위한 정책의 일환으로 녹색건축인증제도 시행을 통해 보다 에너지 절감형 건축물 설계와 시공을 유도하고 있다. 본 연구는 G-SEED 인증 건축물과 비인증 건축물의 에너지 소비량에 영향을 미치는 원인에 대한 분석과 결과를 바탕으로 현행 제도의 실효성과 문제점을 파악하고 향후 G-SEED 제도의 개선 방향에 대해 논의하고자 한다. 이를 위해 서울시에 소재하고 있는 인증 업무시설 135동과 비인증 업무시설 142동을 대상으로 건축물 정보와 에너지 소비량 데이터를 수집하였으며, 분석결과 다음과 같은 결론을 도출하였다. 인증 업무시설은 비인증 업무시설에 비해 연간 50% 이상의 에너지 절감효과가 있는 것으로 나타났다. 계절에 따른 에너지 소비량은 난방 도일과 높은 상관관계가 있는 것으로 나타났다. 사용승인연도가 높을수록 인증 업무시설의 에너지 소비량은 감소하며, 비인증 업무시설은 오히려 증가하는 경향을 보였다. 규모와 인증등급에 따른 에너지 소비량은 상관관계가 미미한 것으로 드러났다. 본 연구는 이상의 분석을 통하여 G-SEED 인증제도 개선을 위한 기초자료로서 의의가 있다. 또한 건축물의 에너지성능 기준이 강화되는 추세를 감안하여, 분야별 점수를 공개적인 자료로 전환하는 것을 제시한다.

가열패널과 열풍을 이용한 자동차용 도료의 건조특성에 관한 실험적 연구 (An Experimental Study on the Drying Characteristics of Automotive Paint Using Heating Panels and Hot Air)

  • 김성일;박기호
    • 설비공학논문집
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    • 제22권12호
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    • pp.828-836
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    • 2010
  • The drying is a process that involves coupled and simultaneous heat and mass transfer. When a wet solid is subjected to thermal drying, two processes occur simultaneously. Drying is classified according to heat transfer characteristics in terms of conduction, convection and radiation. In thermal drying, radiation is easier to control than conduction and convection drying and involves a relatively simple structure. In this study, we measured energy consumption, surface hardness of paint and surface gloss with variation of surface temperature of drying materials and drying time. Drying characteristics and energy consumption between heating panels and hot air heating have been presented. The present study shows that a dryer using heating panels is more effective than a hot air dryer from the viewpoint of energy conservation. The hot air dryer, however, was not optimized and more studies on various parameters related to drying will need to be investigated for definite comparison of drying characteristics of the dryers. The result, even if limited, would present the effective availability of paint drying.

전기적 열제어 시스템을 사용한 에너지 소비량 감소에 관한 연구 (A study on the saving of energy consumption load using electrical heat control system)

  • 한규일
    • 수산해양기술연구
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    • 제49권1호
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    • pp.58-66
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    • 2013
  • Most of steam power plant in Korea are heating the feed water system to prevent freezing water flowing in the pipe in winter time. The heating system is operated whenever the ambient temperature around the power plant area below 5 degree Centigrade. But this kind of heat supplying system cause a lot of energy consuming. If we think about the method that the temperature of the each pipe is controled by attaching the temperature measuring sensor like RTD sensor and heat is supplied only when the outer surface temperature of the pipe is under 5 degree Centigrade, then we can save a plenty of energy. In this study, the computer program package for simulation is used to compare the energy consumption load of both systems. Energy saving rate is calculated for the location of Youngweol area using the data of weather station in winter season, especially the January' severe weather data is analyzed for comparison. Various convection heat transfer coefficients for the ambient air and the flowing water inside the pipe was used for the accurate calculation. And also the various initial flowing water temperature was used for the system. Steady state analysis is done previously to approximate the result before the simulation. The result shows that the temperature control system using RTD sensor represents the high energy saving effect which is more than 90% of energy saving rate. Even in the severe January weather condition, the energy saving rate is almost 60%.

전단 및 교축변형이 조합된 복합스피닝 공정에 관한 연구 (Study on the Spinning Processes Combined with Shear and Shrinking Deformation)

  • 이항수;강정식
    • 소성∙가공
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    • 제8권5호
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    • pp.507-519
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    • 1999
  • An approach using the energy method has veen proposed for the analysis of cone spinning having the complicated deformation modes mixed by shear and normal deformation. In the proposed method, the corresponding solution is found through optimization of the total energy dissipation with respect to the parameters assumed by the velocity field defined as the variation of the length in longitudinal direction. The sheet blank is divided into three layers to consider the bending effect and the energy dissipated by shear deformation is superposed to the energy consumption due to normal deformation related with the shrinking deformation is superposed to the energy consumption due to normal deformation related with the shrinking deformation of axi-symmetric sheet element for the evaluation of total deformation energy. In order to check the validity of the proposed method, the complex spinning for making the conical cup is analyzed and the computed results are compared with the experimental results. In comparison of the computed results with existing experimental results,, the good agreement is obtained for the variation of outer radius and the distribution of thickness, and it has thus been shown that the present approach is applicable to the analysis of complex spinning.

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난방에너지 사용량 분석을 통한 후강화 로이유리 창호의 단열성능 평가 (Thermal performance evaluation of Temperable Low-e glass window through Heating Energy consumption Analysis)

  • 장철용;김정국;안병립;김준섭;한찬훈
    • 한국태양에너지학회:학술대회논문집
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    • 한국태양에너지학회 2012년도 춘계학술발표대회 논문집
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    • pp.200-205
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    • 2012
  • In the high oil price age, intensification of energy efficiency promotion in the building sector is required. Windows are dominating in large percent of whole building loads, and are regarding as the primary target of energy efficiency. In this study, in order to reduce heat loss of buildings, we investigate the thermal performance properties of Temperable Low-e glazing coated Ag membrane that has high electrical conductivity. The Temperable Low-e glazing windows has high insulation and shading properties, and it has strength that can supply various product which consumers want. In order to evaluate thermal performance of temperable windows, we install single low-e windows and double low-e windows in the experimental chamber and analysis the comparison heating energy consumption between single and double Low-e glazing windows. performance evaluation was conducted.

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Comparison of excess post-exercise oxygen consumption of different exercises in normal weight obesity women

  • Jung, Won-Sang;Hwang, Hyejung;Kim, Jisu;Park, Hun-Young;Lim, Kiwon
    • 운동영양학회지
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    • 제23권2호
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    • pp.22-27
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    • 2019
  • [Purpose] The purpose of this study was to compare the excess post-exercise oxygen consumption (EPOC) between different types of exercises in women with normal weight obesity (NWO). [Methods] Nine university students with NWO having body mass index <25 kg/m2 and body fat percentage >30% participated in the study. First, continuous exercise (CEx) on an ergometer for 30 minutes at 60% of maximal oxygen consumption (VO2max) and interval exercise (IEx) at 80% VO2max for 2 minutes were performed. This was followed by exercise performed at 40% VO2max for 1 minute and at 80% VO2max for 3 minutes, performed 6 times repeatedly for a total of 26 minutes. The accumulation of short duration exercise (AEx) was performed for 3-bouts of 10 minutes each at 60% VO2max. [Results] The major findings were as follows: energy consumption during the exercises showed no significant difference between CEx, IEx, and AEx; EPOC was higher in IEx and AEx as compared to CEx for all dependent variables (e.g. total oxygen consumption, total calorie, summation of heart rate, and EPOC duration); and the lipid profile showed no significant difference. [Conclusions] Our study confirmed that when homogenizing the energy expenditure for various exercises in NWO individuals, EPOC was higher in IEx and AEx than in CEx. Therefore, IEx and AEx can be considered as effective exercise methods for increasing energy expenditure in NWO females.