• 제목/요약/키워드: Thermal Management Performance Evaluation

검색결과 32건 처리시간 0.031초

다관원통형 열교환기의 파울링 및 관막음 여유 평가법 (A Study on the Development of Fouling and Plugging Margin Evaluation Methods for Shell-and-Tube Heat Exchangers)

  • 황경모;진태은
    • 대한기계학회:학술대회논문집
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    • 대한기계학회 2003년도 추계학술대회
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    • pp.55-60
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    • 2003
  • As operating time of heat exchangers progresses, fouling generated by water-borne deposits increases and thermal performance decreases. The fouling is known to interfere with normal flow characteristics and reduce thermal efficiencies of heat exchangers. The heat exchangers of nuclear power plants have been analyzed in terms of the heat flux and heat transfer coefficient at test conditions based on the ASME OM-S/G-Part 2 as a means of heat exchanger management. It is hard to estimate the heat performance trend and to establish the future management plan. This paper describes the fouling evaluation method which can evaluate the thermal performance for heat exchangers and estimate the future fouling variations and the plugging margin evaluation method which can reflect the current fouling level developed in this study. To develop the fouling and plugging margin evaluation methods for heat exchangers, fouling factor was introduced based on the ASME O&M codes and TEMA standards. For the purpose of verifying the two evaluation methods, the fouling and plugging margin evaluations were performed for a component cooling heat exchanger in a nuclear power plant.

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에너지 절감형 전기히터를 활용한 동절기 양생품질 관리방안 (A Study on Cold-Weather Curing Quality Management Based on Using Energy Saving Electronic Heater)

  • 조만기;홍성민;박종훈;김진식;이동현;조성준
    • 한국건축시공학회:학술대회논문집
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    • 한국건축시공학회 2020년도 가을 학술논문 발표대회
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    • pp.109-110
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    • 2020
  • In This study, we tried to review an efficient curing method in consideration of safety and constructability among the problems of winter construction. In other words, as a result of the mock-up test, the measured value of carbon monoxide was 0 ppm in the case of an electric hot air fan. Since there is no carbon monoxide, problems such as suffocation are expected to be solved. In terms of temperature characteristics, electric hot air fans exhibited high thermal efficiency performance with a slight difference in upper/lower temperatures compared to the existing ones. In the future, we plan to conduct thermal efficiency evaluation through actual site performance verification. We will propose an efficient curing method through applicability evaluation.

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파워디바이스 패키징의 열제어 기술과 연구 동향 (Overview on Thermal Management Technology for High Power Device Packaging)

  • 김광석;최돈현;정승부
    • 마이크로전자및패키징학회지
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    • 제21권2호
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    • pp.13-21
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    • 2014
  • Technology for high power devices has made impressive progress in increasing the current density of power semiconductor, system module, and design optimization, which realize high power systems with heterogeneous functional integration. Depending on the performance development of high power semiconductor, packaging technology of high power device is urgently required for efficiency improvement of the device. Power device packaging must provide superior thermal management due to high operating temperature of power modules. Here we, therefore, review critical challenges of typical power electronics packaging today including core assembly processes, component materials, and reliability evaluation regulations.

3차원 구조 멀티코어 프로세서의 분기 예측 기법에 관한 온도 효율성 분석 (Analysis on the Thermal Efficiency of Branch Prediction Techniques in 3D Multicore Processors)

  • 안진우;최홍준;김종면;김철홍
    • 정보처리학회논문지A
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    • 제19A권2호
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    • pp.77-84
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    • 2012
  • 프로세서의 성능을 효율적으로 증가시키기 위한 기법 중 하나로 명령어 수준의 병렬성을 높이는 추론적 수행(Speculative execution)이 사용되고 있다. 추론적 수행 기법의 효율성을 결정하는 가장 중요한 핵심 요소는 분기 예측기의 정확도이다. 하지만, 높은 예측율을 보장하는 복잡한 구조의 분기 예측기를 최근 주목 받고 있는 3차원 구조 멀티코어 프로세서에 적용하는데 있어서는 발열 현상이 큰 장애요소가 될 것으로 예측된다. 본 논문에서는 3차원 구조 멀티코어 프로세서에서 발생할 수 있는 분기 예측기의 높은 발열 문제를 해결하기 위해 두 가지 기법을 제시하고, 이에 대한 효율성을 상세하게 분석하고자 한다. 첫번째 기법은 분기 예측기의 온도가 임계 온도 이상으로 올라가는 경우 분기 예측기의 동작을 일시적으로 정지시키는 동적 온도 관리 기법이고, 두번째 기법은 3차원 구조 멀티코어 프로세서의 각 층 별로 온도를 고려하여 서로 다른 복잡도를 지닌 분기 예측기를 차등 배치하는 기법이다. 두 가지 기법 중에서 복잡도를 고려한 차등 배치 기법은 평균 $87.69^{\circ}C$의 온도를 나타내는 반면, 동적 온도 관리 기법은 평균 $89.64^{\circ}C$의 온도를 나타내었다. 그리고, 각 층에서 발생하는 온도 변화율을 각 기법에 대하여 비교한 결과, 동적 온도 관리 기법의 온도 변화율은 평균 $17.62^{\circ}C$을 나타내었고 복잡도 차등 배치 기법의 온도 변화율은 평균 $11.17^{\circ}C$을 나타내었다. 이러한 온도 분석을 통하여 3차원 멀티코어 프로세서에서 분기 예측기의 온도를 제어하였을 경우, 복잡도 차등 배치 기법을 적용하는 것이 더 효율적임을 알 수 있다. 성능적인 측면을 분석한 결과, 동적 온도 관리 기법은 해당 기법을 적용하지 않았을 경우보다 평균 27.66%의 성능하락을 나타내었지만, 복잡도 차등 배치 기법은 평균 3.61%의 성능 하락만을 나타내었다.

Recognition of Occupants' Cold Discomfort-Related Actions for Energy-Efficient Buildings

  • Song, Kwonsik;Kang, Kyubyung;Min, Byung-Cheol
    • 국제학술발표논문집
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    • The 9th International Conference on Construction Engineering and Project Management
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    • pp.426-432
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    • 2022
  • HVAC systems play a critical role in reducing energy consumption in buildings. Integrating occupants' thermal comfort evaluation into HVAC control strategies is believed to reduce building energy consumption while minimizing their thermal discomfort. Advanced technologies, such as visual sensors and deep learning, enable the recognition of occupants' discomfort-related actions, thus making it possible to estimate their thermal discomfort. Unfortunately, it remains unclear how accurate a deep learning-based classifier is to recognize occupants' discomfort-related actions in a working environment. Therefore, this research evaluates the classification performance of occupants' discomfort-related actions while sitting at a computer desk. To achieve this objective, this study collected RGB video data on nine college students' cold discomfort-related actions and then trained a deep learning-based classifier using the collected data. The classification results are threefold. First, the trained classifier has an average accuracy of 93.9% for classifying six cold discomfort-related actions. Second, each discomfort-related action is recognized with more than 85% accuracy. Third, classification errors are mostly observed among similar discomfort-related actions. These results indicate that using human action data will enable facility managers to estimate occupants' thermal discomfort and, in turn, adjust the operational settings of HVAC systems to improve the energy efficiency of buildings in conjunction with their thermal comfort levels.

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금속용사 방식공법의 경제성 평가에 관한 연구 (A Study on the Economic Evaluation of Thermal Spray Methods for the Corrosion Protection of Steel)

  • 정성호
    • 한국건축시공학회:학술대회논문집
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    • 한국건축시공학회 2005년도 춘계 학술기술논문발표대회 논문집
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    • pp.13-16
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    • 2005
  • Generally, as corrosive protection processing of a steel structure, zinc galvanizing and heavy duty coating paint are applied. However, zinc galvanizing has the difficulty of restriction of a size, or on-site construction. Moreover, heavy duty coating paint has a problem with many administrative and maintenance expenses with short problem of adhesion, corrosion generating of a damage portion, and maintenance management cycle. In this study, a salt water spray test, CASS test, and the electrochemistry examination were carried out for the thermal metal spray method of construction for corrosive protection performance evaluation. Moreover, the corrosive protection life of a thermal metal spray method of construction was quantitatively calculated on the basis of this experiment. in consideration of LCC, the economical efficiency of a general corrosive protection method of construction and a thermal metal corrosive protection method of construction was compared. Consequently, although initial construction expense was estimated 16 to $30\%$ high, as for a thermal metal spray method of construction, it turns out that the administrative and maintenance expenses for 100 years became cheap 9.3 to 13 or more times.

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A Study on Development of a Plugging Margin Evaluation Method Taking Into Account the Fouling of Shell-and-Tube Heat Exchangers

  • Hwang, Kyeong-Mo;Jin, Tae-Eun;Kim, Kyung-Hoon
    • Journal of Mechanical Science and Technology
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    • 제20권11호
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    • pp.1934-1941
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    • 2006
  • As the operating time of heat exchangers progresses, fouling caused by water-borne deposits and the number of plugged tubes increase and thermal performance decreases. Both fouling and tube plugging are known to interfere with normal flow characteristics and to reduce thermal efficiencies of heat exchangers. The heat exchangers of Korean nuclear power plants have been analyzed in terms of heat transfer rate and overall heat transfer coefficient as a means of heat exchanger management. Except for fouling resulting from the operation of heat exchangers, all the tubes of heat exchangers have been replaced when the number of plugged tubes exceeded the plugging criteria based on design performance sheet. This paper describes a plugging margin evaluation method taking into account the fouling of shell-and-tube heat exchangers. The method can evaluate thermal performance, estimate future fouling variation, and consider current fouling level in the calculation of plugging margin. To identify the effectiveness of the developed method, fouling and plugging margin evaluations were performed at a component cooling heat exchanger in a Korean nuclear power plant.

다관원통형 열교환기의 파울링 현상을 고려한 관막음 여유 평가법 개발 연구 (A Study on the Development of Plugging Margin Evaluation Method Reflected the Fouling of a Shell-and-Tube Heat Exchanger)

  • 황경모;진태은
    • 대한기계학회논문집B
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    • 제28권11호
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    • pp.1384-1389
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    • 2004
  • As operating time of heat exchangers progresses, fouling generated by water-borne deposits and the number of plugged tubes increase and thermal performance decreases. Both fouling and tube plugging are known to interfere with normal flow characteristics and to reduce thermal efficiencies of heat exchangers. The heat exchangers of domestic nuclear power plants have been analyzed in terms of the heat flux and heat transfer coefficient at test conditions as a means of heat exchanger management. Except for the fouling level generated in operation of heat exchangers, also, all of the tubes of heat exchangers have been replaced when the number of plugged tubes exceeds the plugging criteria based on design performance sheet. This paper describes the plugging margin evaluation mettled reflected the fouling of shell-and-tube heat exchangers, which can evaluate the thermal performance for heat exchangers, estimate the future fouling variations, and reflect the current fouling level. To identify the effectiveness of the developed method, the fouling and plugging margin evaluations were performed for a component cooling heat exchanger in a nuclear power plant.

데이터센터 냉각 시스템의 에너지 절약을 위한 인공신경망 기반 열환경 예측 모델 (Artificial Neural Network-based Thermal Environment Prediction Model for Energy Saving of Data Center Cooling Systems)

  • 임채영;여채은;안성율;이상현
    • 문화기술의 융합
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    • 제9권6호
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    • pp.883-888
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    • 2023
  • 데이터센터는 24시간 365일 IT 서비스를 제공하는 곳이기 때문에, 2030년에는 데이터센터의 전력 소비량은 약 10%로 증가될 것으로 예측되고, 고밀도 IT장비들의 도입이 점차 증가하면서, IT장비가 안정적으로 운영될 수 있도록 냉방 에너지 절감 및 이를 위한 에너지 관리가 갖춰져야 하기에 다양한 연구가 요구되고 있는 상황이다. 본 연구는 데이터센터의 에너지 절약을 위해 다음과 같은 과정을 제안한다. 데이터센터를 CFD 모델링하고, 인공지능기반 열환경 예측 모델을 제안하였으며, 실측 데이터와 예측 모델 그리고 CFD 결과를 비교하여 최종적으로 데이터 센터의 열관리 성능을 평한 결과 전처리 방식은 정규화 방식으로 사용되었고, 정규화에 따른 RCI, RTI 및 PUE의 예측값 또한 유사한 것을 확인할 수 있다. 따라서 본 연구에서 제안하는 알고리즘으로 데이터센터에 적용될 열환경 예측 모델로 적용 및 제공할 수 있을 것으로 판단된다.

연료전지 자동차용 이산화탄소 열펌프 시스템의 성능평가 (Performance Evaluation of a $CO_2$ Heat Pump System for Fuel Cell Vehicles)

  • 김성철;박종철;김민수;원종필
    • 한국자동차공학회논문집
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    • 제16권1호
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    • pp.37-44
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    • 2008
  • The global warming potential (GWP) of $CO_2$ refrigerant is 1/1300 times lower than that of R134a. Furthermore, the size and weight of the automotive heat pump system can decrease because $CO_2$ operates at high pressure with significantly higher discharge temperature and larger temperature change. The presented $CO_2$ heat pump system was designed for both cooling and heating in fuel cell vehicles. In this study, the performance characteristics of the heat pump system were analyzed for heating, and results for performance were provided for operating conditions when using recovered heat from the stack coolant. The performance of the heat pump system with heater core was compared with that of the conventional heating system with heater core and that of the heat pump system without heater core, and thus the heat pump system with heater core showed the best performance among the selected heating systems. On the other hand, the heating performance of two different types of coolant/air heat pump systems with heater core was compared each other at various coolant inlet temperatures. Furthermore, to use exhausted thermal energy through the radiator, experiments were carried out by changing the arrangement of a radiator and an outdoor evaporator, and quantified the heating effectiveness.