• 제목/요약/키워드: TSC

검색결과 230건 처리시간 0.029초

손가락 움직임 인식을 위한 웨어러블 디바이스 설계 및 ML 기법별 성능 분석 (Design and Performance Analysis of ML Techniques for Finger Motion Recognition)

  • 정우순;이형규
    • 한국산업정보학회논문지
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    • 제25권2호
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    • pp.129-136
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    • 2020
  • 손가락 움직임 인식을 통한 제어는 직관적인 인간-컴퓨터 상호작용 방법의 하나이다. 본 연구에서는 여러 가지 ML (Machine learning) 기법을 사용하여 효율적인 손가락 움직임 인식을 위한 웨어러블 디바이스를 구현한다. 움직임 인식을 위한 시계열 데이터 분석에 전통적으로 사용되어 온 HMM (Hidden markov model) 및 DTW (Dynamic time warping) 기법뿐만 아니라 NN (Neural network) 기법을 적용하여 손가락 움직임 인식의 효율성 및 정확성을 비교하고 분석한다. 제안된 시스템의 경우, 경량화된 ML 모델을 설계하기 위해 각 ML 기법에 대해 최적화된 전처리 프로세스를 적용한다. 실험 결과, 최적화된 NN, HMM 및 DTW 기반 손가락 움직임 인식시스템은 각각 99.1%, 96.6%, 95.9%의 정확도를 제공한다.

Novel Anti-Angiogenic and Anti-Tumour Activities of the N-Terminal Domain of NOEY2 via Binding to VEGFR-2 in Ovarian Cancer

  • Rho, Seung Bae;Lee, Keun Woo;Lee, Seung-Hoon;Byun, Hyun Jung;Kim, Boh-Ram;Lee, Chang Hoon
    • Biomolecules & Therapeutics
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    • 제29권5호
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    • pp.506-518
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    • 2021
  • The imprinted tumour suppressor NOEY2 is downregulated in various cancer types, including ovarian cancers. Recent data suggest that NOEY2 plays an essential role in regulating the cell cycle, angiogenesis and autophagy in tumorigenesis. However, its detailed molecular function and mechanisms in ovarian tumours remain unclear. In this report, we initially demonstrated the inhibitory effect of NOEY2 on tumour growth by utilising a xenograft tumour model. NOEY2 attenuated the cell growth approximately fourfold and significantly reduced tumour vascularity. NOEY2 inhibited the phosphorylation of the signalling components downstream of phosphatidylinositol-3'-kinase (PI3K), including phosphoinositide-dependent protein kinase 1 (PDK-1), tuberous sclerosis complex 2 (TSC-2) and p70 ribosomal protein S6 kinase (p70S6K), during ovarian tumour progression via direct binding to vascular endothelial growth factor receptor-2 (VEGFR-2). Particularly, the N-terminal domain of NOEY2 (NOEY2-N) had a potent anti-angiogenic activity and dramatically downregulated VEGF and hypoxia-inducible factor-1α (HIF-1α), key regulators of angiogenesis. Since no X-ray or nuclear magnetic resonance structures is available for NOEY2, we constructed the three-dimensional structure of this protein via molecular modelling methods, such as homology modelling and molecular dynamic simulations. Thereby, Lys15 and Arg16 appeared as key residues in the N-terminal domain. We also found that NOEY2-N acts as a potent inhibitor of tumorigenesis and angiogenesis. These findings provide convincing evidence that NOEY2-N regulates endothelial cell function and angiogenesis by interrupting the VEGFR-2/PDK-1/GSK-3β signal transduction and thus strongly suggest that NOEY2-N might serve as a novel anti-tumour and anti-angiogenic agent against many diseases, including ovarian cancer.

A Novel Mobility Management Scheme for Time Sensitive Communications in 5G-TSN

  • Kim, Jae-Hyun
    • 한국컴퓨터정보학회논문지
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    • 제27권10호
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    • pp.105-113
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    • 2022
  • 본 논문에서는 5G 시스템과 IEEE 시간 민감형 네트워킹(TSN)에 대해서 소개 분석하고 초저지연 네트워크를 지원하기 위하여 5G-TSN에서 시간 민감형 통신을 위한 새로운 이동성 관리 방안을 제안한다. 시간 민감형 네트워킹(TSN)은 이더넷 기반의 저지연, 높은 신뢰성, 결정형 통신을 제공할 수 있는 핵심 요소 기술로써 산업 자동화와 산업용 사물인터넷(IIoT) 분야의 유망한 미래 기술이다. TSN 지원 단말이 TSN 비서비스 영역에서 TSN 서비스 영역으로 이동했을 때, 단말은 관련 이동성 관리가 적절히 수행되지 못하기 때문에 신속하게 TSN 서비스를 받을 수 없다. TSN 서비스 영역의 이동성 상황의 경우, 제안하는 방안은 기존 5G 이동통신망에서의 방안과 비교하여 TSN 서비스 및 초저지연 통신을 즉시 제공받기 위해서 TSN 서비스 사용 가능성을 네트워크에 알리고, 초기 등록을 동작시킨다.

Earthquake hazard and risk assessment of a typical Natural Gas Combined Cycle Power Plant (NGCCPP) control building

  • A. Can Zulfikar;Seyhan Okuyan Akcan;Ali Yesilyurt;Murat Eroz;Tolga Cimili
    • Geomechanics and Engineering
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    • 제35권6호
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    • pp.581-591
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    • 2023
  • North Anatolian Fault Zone is tectonically active with recent earthquakes (Mw7.6 1999-Kocaeli and Mw7.2 1999-Düzce earthquakes) and it passes through Marmara region, which is highly industrialized, densely populated and economically important part of Turkey. Many power plants, located in Marmara region, are exposed to high seismic hazard. In this study, open source OpenQuake software has been used for the probabilistic earthquake hazard analysis of Marmara region and risk assessment for the specified energy facility. The SHARE project seismic zonation model has been used in the analysis with the regional sources, NGA GMPEs and site model logic trees. The earthquake hazard results have been compared with the former and existing earthquake resistant design regulations in Turkey, TSC 2007 and TBSCD 2018. In the scope of the study, the seismic hazard assessment for a typical natural gas combined cycle power plant located in Marmara region has been achieved. The seismic risk assessment has been accomplished for a typical control building located in the power plant using obtained seismic hazard results. The structural and non-structural fragility functions and a consequence model have been used in the seismic risk assessment. Based on the seismic hazard level with a 2% probability of exceedance in 50 years, considered for especially these type of critical structures, the ratios of structural and non-structural loss to the total building cost were obtained as 8.8% and 45.7%, respectively. The results of the study enable the practical seismic risk assessment of the critical facility located on different regions.

개구리 피부에 있어서 Na 수송을 조절하는 Adrenoceptors에 관한 연구 (Studies on Adrenoceptors Involved in Regulation of Sodium Transport in Frog Skin)

  • 최봉규;김경근;김흥규;국영종
    • 대한약리학회지
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    • 제22권1호
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    • pp.24-33
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    • 1986
  • 본 연구에서는 개구리(Rana nigromaculata)의 피부에 있어서 전위차(PD), 단락전류(SCC) 및 total skin conductance(TSC)에 미치는 제종 adrenergic agonist 및 그 차단제의 영향을 관찰하여 개구리 피부에 adrenoceptors의 존재를 확인하고 Na 수송에 있어 그들의 역할을 구명코자 하였다. 1.Norepinephrine(NE, $6{\times}10^{-8}-6{\times}10^{-5}M$), phenylephrine($PE,5{\times}10^{-6}-5{\times}10^{-4}M$)의 PD 및 epinephrine(Epi, $5.5{\times}10^{-7}-5.5{\times}10^{-5}M$)의 PD 및 SCC 증가효과는 약물의 투여농도에 비례하였으며, Epi의 최대효과는 NE나 PE의 것보다 약하였다. 2. 이러한 PD 및 SCC의 증가효과는 alpha 1 adrenoceptor 차단체인 prazosin $2{\times}10^{-6}M$에 의해서 억제되었으며, 특히 Epi의 증가효과는 불가역성 alpha receptor 차단제인 phenoxybenzamine $3.3{\times}10^{-5}M$에 의하여 완전히 차단되며 대량의 Epi에 의해서는 PD 및 SCC의 감소를 초래하였다. 3. Beta adrenoceptor agonist인 isoproterenol$(5{\times}10^{-7}-5{\times}10^{-6}M)$에 의해 농도증가에 비례한 PD 및 SCC의 감소가 일어났으며, 이는 선택적 bete receptor 차단제인 propranolol $4{\times}10^{-6}M$에 의해 차단되었다. 또한 Epi의 PD 및 SCC 증가효과는 propranolol $4{\times}10M$에 의하여 강화됨을 볼 수 있었다. 4. Alpha 2 adrenoceptor agonist인 clonidine 및 guanabenz도 PD 및 SCC의 증가를 가져왔으며 이러한 효과는 alpha 2 receptor 차단제인 yohimbine에서 보다 Alpha 1 receptor 차단제인 prazosin에 의해 더 잘 억제되었다. 이상 실험의 결과 개구리 복부피부에도 포유동물에서와 같이 adrenergic alpha 및 beta receptor가 존재하며 alpha receptor는 PD 및 SCC의 증가를, beta receptor는 PD 및 SCC의 감소를 매개하여, 개구리 피부의 Na 수송에 있어 adrenergic system이 중요한 조절작용을 하고 있음을 알 수 있었다. 그러나 여기에 관여하는 alpha receptor는 다른 포유류에서와 같이 alpha 1 및 alpha 2 adrenoceptor로 구분할 수는 없었다.

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The Effect of Wet Pad and Forced Ventilation House on the Reproductive Performance of Boar

  • Chiang, S.H.;Hsia, L.C.
    • Asian-Australasian Journal of Animal Sciences
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    • 제18권1호
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    • pp.96-101
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    • 2005
  • There were two trials involved in the experiment. Trial 1: the trial was conducted on two Taiwan Sugar Corporation (TSC) pig farms. One was located in the north of Taiwan and the other was located in the south. Both farms had wet pad and forced ventilation (WPFV) and conventional open design (COD) boar and sow houses. There were 12 Duroc boars, age ranging from 12-24 months. Half of them (6 boars) were raised in a WPFV pig house, and the other half were kept in a COD house. Semen was collected at 5-day intervals from May $1^{st}$ to the end of October. Sixteen sows (2-8 parity) were served by artificial insemination each week from the beginning of May to the end of Oct. These sows were checked for heat from 18 days to 25 days after insemination. Trial 2: there were four MPFV boar houses involved in the test. Two houses were located in the north of Taiwan, and the other two houses were located in the south. The test was conducted from January 2000 to December 2001. The total number of serviced sows by MPFV-housed boars was 35,105 head and for COD-housed boars 103,065 head. The results showed that the total semen volume, density of sperm, total sperm per ejaculate, sperm motility and morphological abnormality were significantly better (p<0.01) for boar raised in WPFV house than for COD houses. Average sperm motility in June and July was lower than for the other months. Morphological abnormality was higher during May, June and July. Although the results did not reach a significant level, the average value showed that the total volume of boar semen was higher in the north than for the south. The total semen volume production of boar raised in WPFV was higher than for boars raised in COD house, reaching a significant level only in summer. Boars kept in WPFV house had higher total sperm number than boars kept in COD house, reaching a significant level in spring (p<0.05), summer (p<0.01), and fall (p<0.05) but not in winter (p>0.05). Boars raised in WPFV house had significantly higher sperm motility than boars in COD house during spring (p<0.001), summer (p<0.001), fall (p<0.01) and winter (p<0.05). The average farrowing rate and piglets born alive were higher for boars in WPFV house than for boars in COD house, but neither reached a significant level (p>0.05). The present experiment shows that WPFV house can improve the reproduction performance of boars.

In Vitro Culture of Primary Testicular Stromal Cells derived from Mouse with Different Genetic Background : Optimization of Culture Temperature

  • Park, Hye Jin;Yun, Jung Im;Choi, Jung Hoon;Lee, Eunsong;Gong, Seung Pyo;Lee, Seung Tae
    • 한국수정란이식학회지
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    • 제28권4호
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    • pp.373-379
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    • 2013
  • Spermatogonial stem cells (SSCs) developed into sperms through spermatogenesis have been utilized as a useful tool in the field of regenerative medicine and infertility. However, a small number of highly qualified SSCs are resided in the seminiferous tubule of testis, resulted in developing effective in-vitro culture system of SSCs for solving simultaneously quantitative and qualitative problems. Presently, SSCs can be enriched on testicular stromal cells (TSCs), but there are no systematic researches about TSC culture. Therefore, we tried to optimize culture condition of TSCs derived from mouse with different strains. For these, proliferation and viability were measured and compared by culturing ICR outbred or DBA/2 inbred mouse-derived TSCs at 35 or $37^{\circ}C$. In case of ICR strain, primary TSCs cultured at $37^{\circ}C$ showed significantly higher proliferation and viability than those at $35^{\circ}C$ and significant increase of proliferation and viability in sub-passaged TSCs was detected in the $35^{\circ}C$ culture condition. Moreover, sub-passage of primary TSCs at $35^{\circ}C$ induced no significant effects on proliferation and viability. In contrast, in case of DBA/2 strain, significantly improved proliferation were detected in the primary TSCs cultured at $35^{\circ}C$, which showed no significant difference in the viability, compared to those at $37^{\circ}C$. Furthermore, sub-passaged TSCs cultured at $37^{\circ}C$ showed no significant differences in proliferation and viability, compared to those at $35^{\circ}C$. However, with significant decrease of proliferation induced by sub-passage of primary TSCs at $35^{\circ}C$, no significant effects on proliferation and viability were resulted from sub-passage of primary TSCs at $37^{\circ}C$. From these results, culture temperature of primary TSCs derived from outbred and inbred strain of mouse could be separately optimized in primary culture and subculture.

Predicting the splitting tensile strength of manufactured-sand concrete containing stone nano-powder through advanced machine learning techniques

  • Manish Kewalramani;Hanan Samadi;Adil Hussein Mohammed;Arsalan Mahmoodzadeh;Ibrahim Albaijan;Hawkar Hashim Ibrahim;Saleh Alsulamy
    • Advances in nano research
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    • 제16권4호
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    • pp.375-394
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    • 2024
  • The extensive utilization of concrete has given rise to environmental concerns, specifically concerning the depletion of river sand. To address this issue, waste deposits can provide manufactured-sand (MS) as a substitute for river sand. The objective of this study is to explore the application of machine learning techniques to facilitate the production of manufactured-sand concrete (MSC) containing stone nano-powder through estimating the splitting tensile strength (STS) containing compressive strength of cement (CSC), tensile strength of cement (TSC), curing age (CA), maximum size of the crushed stone (Dmax), stone nano-powder content (SNC), fineness modulus of sand (FMS), water to cement ratio (W/C), sand ratio (SR), and slump (S). To achieve this goal, a total of 310 data points, encompassing nine influential factors affecting the mechanical properties of MSC, are collected through laboratory tests. Subsequently, the gathered dataset is divided into two subsets, one for training and the other for testing; comprising 90% (280 samples) and 10% (30 samples) of the total data, respectively. By employing the generated dataset, novel models were developed for evaluating the STS of MSC in relation to the nine input features. The analysis results revealed significant correlations between the CSC and the curing age CA with STS. Moreover, when delving into sensitivity analysis using an empirical model, it becomes apparent that parameters such as the FMS and the W/C exert minimal influence on the STS. We employed various loss functions to gauge the effectiveness and precision of our methodologies. Impressively, the outcomes of our devised models exhibited commendable accuracy and reliability, with all models displaying an R-squared value surpassing 0.75 and loss function values approaching insignificance. To further refine the estimation of STS for engineering endeavors, we also developed a user-friendly graphical interface for our machine learning models. These proposed models present a practical alternative to laborious, expensive, and complex laboratory techniques, thereby simplifying the production of mortar specimens.

Stem Cell Biology, 최근의 진보 (Recent Advancement in the Stem Cell Biology)

  • 한창열
    • Journal of Plant Biotechnology
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    • 제33권3호
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    • pp.195-207
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    • 2006
  • Stem cells are the primordial, initial cells which usually divide asymmetrically giving rise to on the one hand self-renewals and on the other hand progenitor cells with potential for differentiation. Zygote (fertilized egg), with totipotency, deserves the top-ranking stem cell - he totipotent stem cell (TSC). Both the ICM (inner cell mass) taken from the 6 days-old human blastocyst and ESC (embryonic stem cell) derived from the in vitro cultured ICM have slightly less potency for differentiation than the zygote, and are termed pluripotent stem cells. Stem cells in the tissues and organs of fetus, infant, and adult have highly reduced potency and committed to produce only progenitor cells for particular tissues. These tissue-specific stem cells are called multipotent stem cells. These tissue-specific/committed multipotent stem cells, when placed in altered environment other than their original niche, can yield cells characteristic of the altered environment. These findings are certainly of potential interest from the clinical, therapeutic perspective. The controversial terminology 'somatic stem cell plasticity' coined by the stem cell community seems to have been proved true. Followings are some of the recent knowledges related to the stem cell. Just as the tissues of our body have their own multipotent stem cells, cancerous tumor has undifferentiated cells known as cancer stem cell (CSC). Each time CSC cleaves, it makes two daughter cells with different fate. One is endowed with immortality, the remarkable ability to divide indefinitely, while the other progeny cell divides occasionally but lives forever. In the cancer tumor, CSC is minority being as few as 3-5% of the tumor mass but it is the culprit behind the tumor-malignancy, metastasis, and recurrence of cancer. CSC is like a master print. As long as the original exists, copies can be made and the disease can persist. If the CSC is destroyed, cancer tumor can't grow. In the decades-long cancer therapy, efforts were focused on the reducing of the bulk of cancerous growth. How cancer therapy is changing to destroy the origin of tumor, the CSC. The next generation of treatments should be to recognize and target the root cause of cancerous growth, the CSC, rather than the reducing of the bulk of tumor, Now the strategy is to find a way to identify and isolate the stem cells. The surfaces of normal as well as the cancer stem cells are studded with proteins. In leukaemia stem cell, for example, protein CD 34 is identified. In the new treatment of cancer disease it is needed to look for protein unique to the CSC. Blocking the stem cell's source of nutrients might be another effective strategy. The mystery of sternness of stem cells has begun to be deciphered. ESC can replicate indefinitely and yet retains the potential to turn into any kind of differentiated cells. Polycomb group protein such as Suz 12 repress most of the regulatory genes which, activated, are turned to be developmental genes. These protein molecules keep the ESC in an undifferentiated state. Many of the regulator genes silenced by polycomb proteins are also occupied by such ESC transcription factors as Oct 4, Sox 2, and Nanog. Both polycomb and transcription factor proteins seem to cooperate to keep the ESC in an undifferentiated state, pluripotent, and self-renewable. A normal prion protein (PrP) is found throughout the body from blood to the brain. Prion diseases such as mad cow disease (bovine spongiform encephalopathy) are caused when a normal prion protein misfolds to give rise to PrP$^{SC}$ and assault brain tissue. Why has human body kept such a deadly and enigmatic protein? Although our body has preserved the prion protein, prion diseases are of rare occurrence. Deadly prion diseases have been intensively studied, but normal prion problems are not. Very few facts on the benefit of prion proteins have been known so far. It was found that PrP was hugely expressed on the stem cell surface of bone marrow and on the cells of neural progenitor, PrP seems to have some function in cell maturation and facilitate the division of stem cells and their self-renewal. PrP also might help guide the decision of neural progenitor cell to become a neuron.

유기잠열재, $C_{28}H_{58}$과 무기잠열재, $CH_3COONa{\cdot}3H_2O$의 잠열특성연구 (Study on the Latent Heat Characteristics of the Organic Compound, $C_{28}H_{58}$ and the Inorganic Compound, $CH_3COONa{\cdot}3H_2O$)

  • 송현갑;유영선
    • 태양에너지
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    • 제11권3호
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    • pp.53-61
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    • 1991
  • 본 연구에서는 심야전력 및 폐열의 회수이용을 위한 잠열축열재를 개발하기 위하여, 상변화 온도가 $50{\sim}80^{\circ}C$의 범위에 있는 상변화 물질중 잠열량이 크고, 물성안정이 비교적 용이한 Octacosane($C_{28}H_{58}$)과 Sodium Acetate Trihydrate($CH_3COONa{\cdot}3H_2O$)를 선택하여 상변화 온도의 변화특성과 물성안정방법 그리고 잠열특성을 분석하여 다음과 같은 결과를 얻었다. 1. 공업용 수준 Octacosane과 Sodium Acetate Trihydrate의 상변화 온도는 각각 $60.7^{\circ}C,\;57.4^{\circ}C$로서 시약용 수준에 비하여 Octacosane은 $1.1^{\circ}C$, Sodium Acetate Trihydrate는 $0.6^{\circ}C$ 낮았으며, 잠열량에 있어서는 Octacosane은 60.6kcal/kg으로 시약용 수준과 비슷한 값을 보였으나, Sodium Acetate Trihydrate는 51.1kcal/kg으로 시약용 수준에 비하여 5.4% 작은 값을 나타내었다. 2. Octacosane의 상변화 사이를 증가에 따른 잠열량을 분석한 결과, 초기에는 60.6kcal/kg이었으나, 시약용의 증가와 더불어 점차로 감소하여 200cycle에서 47.2kcal/kg이 되었고, 그 이후에는 거의 일정한 값을 유지하고 있는 것으로 보아 더 이상의 잠열량 감소는 없을 것으로 판단된다. 3. Sodium Acetate Trihydrate의 과냉현상을 제어하기 위한 조핵제로서 SPD(Sodium Pyrophosphate Decahydrate)를 3wt 이상 첨가하여 $25.7^{\circ}C$의 과냉도를 $1^{\circ}C$ 미만으로 줄였고, 증점제로서 CMC-Na를 3wt% 이상 첨가하여 상분리 현상을 해결하였으며, 안전성을 고려한 조핵제 및 중점제의 적정 첨가량은 4wt%였다. 4. UREA($NH_2CONH_2$)를 첨가하여 Sodium Acetate Trihydrate($CH_3COONa{\cdot}3H_2O$)의 상변화 온도를 $57.4^{\circ}C$에서 $46.2^{\circ}C$까지 다양하게 변화시켜 이용온도 수준에 적합한 잠열축열재를 선택할 수 있도록 하였으며, UREA 함량에 따른 잠열량을 분석한 결과 UREA의 함량이 증가함에 따라 잠열량이 점차로 감소하여 10wt%의 UREA를 첨가하였을 경우에는 38.3kcal/kg였으며, UREA의 함량이 20wt%까지 증가하는 동안 더 이상의 잠열량 감소는 없었다. 5. $30^{\circ}C$에서 $90^{\circ}C$까지의 가열과정에서 현열재인 물, 그리고 돌(화강암)과 잠열축열재의 축열량을 비교 분석한 결과, Octacosane은 상변화 온도 $60{\sim}70^{\circ}C$에서의 축열량이 물의 2.45배, 돌의 12.5배였으며, S.A.T.(Sodium Acetate Trihydrate)는 상변화 온도 $57.4^{\circ}C$에서의 축열량이 물보다 2.53배, 돌보다는 12.91배 큰 것으로 나타났다.

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