首页 > 最新文献

Journal of Advanced Research in Fluid Mechanics and Thermal Sciences最新文献

英文 中文
Investigating the Effects of Air Bubbles Injection Technique on the Cooling Time of Warm Drinking Water 研究气泡注入技术对饮用温水冷却时间的影响
Q3 Chemical Engineering Pub Date : 2024-07-16 DOI: 10.37934/arfmts.119.1.164174
Kareem Jafar Alwan, Ali Jaber Talib, Nawfel Muhammed Baqer Muhsin, Ali Shakir Baqir, Hameed Balacem Mahood
This paper deliberates experimentally the inspiration of capacity flow rate of air bubbles inserted on the time period of a water cooler container with 30 liters of regular water initially at 37 °C. Four various volume flow rates of the injected air were used in the experiments (Qa=0.5; 1.0; 1.5 and 2.0 LPM). The air was injected into the water basin from the bottom as small air bubbles with an average diameter of (0.1 mm) via a spiral sparger made of silicon tube with (1400) holes and 0.1 mm hole diameter. In addition, four air pressures (P=2, 3, 4, and 5 bar) were used in the experiments. Consequences exhibited that the time required to cool down the water temperature (about 5 °C) was much smaller with injecting air bubbles than that of without injecting air bubbles (using the traditional cooling method). This consequence was more pronounced with amassed the volume airstream of the inserted air bubbles. The escalation the air volume flow rate, the quicker reduction the water cooling. Also, it was found that the pressure of the injected air bubbles had only a minor impact on the cooling process. Furthermore, the heat transfer and the cost of the cooling process with and without injecting air bubbles were studied. The heat transfer convection coefficient correlated of Nu was investigated to be increased with rising the volume flow rate of the injected air bubbles. Similarly, the cost of cooling down a specific amount of water was noticed to be decreased with increasing the injected air bubbles., The calculations illustrated that small air bubbles motility amount have a very significant guidance on time. The possibility of reaching the end of the cooling process can be achieved quicker as air flow rate amount is increased. It was clear how much electricity is saved using air bubble inoculation technique.
本文通过实验探讨了插入气泡的容量流量对初始温度为 37 °C、装有 30 升普通水的水冷却器容器的时间段的影响。实验中使用了四种不同的注入空气体积流量(Qa=0.5;1.0;1.5 和 2.0 LPM)。空气以平均直径(0.1 毫米)的小气泡形式通过一个由硅管制成的螺旋喷射器从底部注入水盆,硅管上有 1400 个孔,孔径为 0.1 毫米。此外,实验还使用了四种气压(P=2、3、4 和 5 巴)。结果表明,注入气泡冷却水温(约 5 °C)所需的时间比不注入气泡(使用传统冷却方法)所需的时间要短得多。随着气泡气流体积的增大,这一结果更加明显。空气流量越大,水冷却的速度就越快。此外,研究还发现,注入气泡的压力对冷却过程的影响很小。此外,还研究了有无注入气泡的冷却过程的传热和成本。研究发现,随着注入气泡体积流量的增加,Nu 的传热对流系数相关性也随之增加。计算结果表明,小气泡的运动量对时间有非常显著的影响。随着空气流量的增加,可以更快地达到冷却过程的终点。很明显,使用气泡接种技术可以节省大量电力。
{"title":"Investigating the Effects of Air Bubbles Injection Technique on the Cooling Time of Warm Drinking Water","authors":"Kareem Jafar Alwan, Ali Jaber Talib, Nawfel Muhammed Baqer Muhsin, Ali Shakir Baqir, Hameed Balacem Mahood","doi":"10.37934/arfmts.119.1.164174","DOIUrl":"https://doi.org/10.37934/arfmts.119.1.164174","url":null,"abstract":"This paper deliberates experimentally the inspiration of capacity flow rate of air bubbles inserted on the time period of a water cooler container with 30 liters of regular water initially at 37 °C. Four various volume flow rates of the injected air were used in the experiments (Qa=0.5; 1.0; 1.5 and 2.0 LPM). The air was injected into the water basin from the bottom as small air bubbles with an average diameter of (0.1 mm) via a spiral sparger made of silicon tube with (1400) holes and 0.1 mm hole diameter. In addition, four air pressures (P=2, 3, 4, and 5 bar) were used in the experiments. Consequences exhibited that the time required to cool down the water temperature (about 5 °C) was much smaller with injecting air bubbles than that of without injecting air bubbles (using the traditional cooling method). This consequence was more pronounced with amassed the volume airstream of the inserted air bubbles. The escalation the air volume flow rate, the quicker reduction the water cooling. Also, it was found that the pressure of the injected air bubbles had only a minor impact on the cooling process. Furthermore, the heat transfer and the cost of the cooling process with and without injecting air bubbles were studied. The heat transfer convection coefficient correlated of Nu was investigated to be increased with rising the volume flow rate of the injected air bubbles. Similarly, the cost of cooling down a specific amount of water was noticed to be decreased with increasing the injected air bubbles., The calculations illustrated that small air bubbles motility amount have a very significant guidance on time. The possibility of reaching the end of the cooling process can be achieved quicker as air flow rate amount is increased. It was clear how much electricity is saved using air bubble inoculation technique.","PeriodicalId":37460,"journal":{"name":"Journal of Advanced Research in Fluid Mechanics and Thermal Sciences","volume":" 7","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141831784","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Exploration of Timber Dry and Wet Rot Defects in Buildings: Types, Causes, Effects and Mitigation Methods 探讨建筑物中的木材干腐和湿腐缺陷:类型、原因、影响和缓解方法
Q3 Chemical Engineering Pub Date : 2024-07-16 DOI: 10.37934/arfmts.119.1.196217
Rozaidi Arsyad Mahalil, Md Azree Othuman Mydin, R. Omar
The present study is an appraisal of dry and wet rot defects and their effects on structural and non-structural elements. There were three main objectives to be achieved which were to determine the main causes that lead to wet and dry rot defects in structural and non-structural elements of the building, to establish the effects of wet and dry rot defects on the structural and non-structural elements of the building and lastly to recommend approaches and techniques for repairing wet and dry rot flaws on building structural and non-structural elements. Various study methodologies were utilised, including thorough literature review, case study analysis, and interviews with subject matter experts. The study revealed that timber houses can possess notable flaws in both their structural and non-structural components, which can have adverse effects on its materials and environment. These problems can result in diminished comfort levels, health concerns, and potential risks to the occupants' lives. Dry rot mostly impacts timber components, resulting in significant harm and compromising the structural integrity. Wet rot is a type of decay that happens in moist environments and can impact a broader variety of materials. Moreover, it is essential to implement proactive maintenance and repair methods to mitigate the risks connected with rot. Some recommendations include implementing effective moisture management systems, conducting frequent inspections to detect deterioration early, and promptly responding to any evidence of decay by completing targeted repairs or replacements.
本研究旨在评估干腐和湿腐缺陷及其对结构和非结构构件的影响。要实现的三个主要目标是:确定导致建筑结构和非结构构件出现干湿腐烂缺陷的主要原因;确定干湿腐烂缺陷对建筑结构和非结构构件的影响;最后提出修复建筑结构和非结构构件干湿腐烂缺陷的方法和技术建议。研究采用了多种研究方法,包括全面的文献综述、案例研究分析以及与相关专家的访谈。研究结果表明,木结构房屋的结构和非结构部件都可能存在明显缺陷,这可能会对其材料和环境造成不利影响。这些问题可能导致舒适度下降、健康问题以及对居住者生命的潜在风险。干腐主要影响木材组件,造成重大损害并破坏结构的完整性。湿腐是在潮湿环境中发生的一种腐烂,会对更多材料产生影响。此外,必须采取积极主动的维护和修理方法来降低与腐烂有关的风险。一些建议包括实施有效的湿度管理系统、经常进行检查以及早发现老化情况,以及通过完成有针对性的维修或更换来及时应对任何腐烂迹象。
{"title":"Exploration of Timber Dry and Wet Rot Defects in Buildings: Types, Causes, Effects and Mitigation Methods","authors":"Rozaidi Arsyad Mahalil, Md Azree Othuman Mydin, R. Omar","doi":"10.37934/arfmts.119.1.196217","DOIUrl":"https://doi.org/10.37934/arfmts.119.1.196217","url":null,"abstract":"The present study is an appraisal of dry and wet rot defects and their effects on structural and non-structural elements. There were three main objectives to be achieved which were to determine the main causes that lead to wet and dry rot defects in structural and non-structural elements of the building, to establish the effects of wet and dry rot defects on the structural and non-structural elements of the building and lastly to recommend approaches and techniques for repairing wet and dry rot flaws on building structural and non-structural elements. Various study methodologies were utilised, including thorough literature review, case study analysis, and interviews with subject matter experts. The study revealed that timber houses can possess notable flaws in both their structural and non-structural components, which can have adverse effects on its materials and environment. These problems can result in diminished comfort levels, health concerns, and potential risks to the occupants' lives. Dry rot mostly impacts timber components, resulting in significant harm and compromising the structural integrity. Wet rot is a type of decay that happens in moist environments and can impact a broader variety of materials. Moreover, it is essential to implement proactive maintenance and repair methods to mitigate the risks connected with rot. Some recommendations include implementing effective moisture management systems, conducting frequent inspections to detect deterioration early, and promptly responding to any evidence of decay by completing targeted repairs or replacements.","PeriodicalId":37460,"journal":{"name":"Journal of Advanced Research in Fluid Mechanics and Thermal Sciences","volume":" 2","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141831706","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
An Experimental Study using Diesel Additives to Examine the Combustion and Exhaust Emissions of CI Engines 使用柴油添加剂检测 CI 发动机燃烧和废气排放的实验研究
Q3 Chemical Engineering Pub Date : 2024-07-16 DOI: 10.37934/arfmts.119.1.6779
K. Nasir, Maher Faris, Sa'ib, Abbas Hamid Aljubury, R. Zulkifli
A single-cylinder diesel engine is used for an experimental inquiry utilizing diesel fuel (Di) and two different improver types: diethyl ether (DE) and bael oil (BO). The purpose of this research is to enhance fuel quality for improved engine efficiency in reduced emissions from engines by using diethyl ether and Bael oil. The fuel's cetane number was tested after 15% bael oil and 10% diethyl ether were added to commercial diesel. In order to assess engine performance and emissions, engine tests were conducted with the three fuels at progressively higher speeds, without load, and in the 1000–2500 RPM range with 250 RPM steps. The study's findings indicate that using diethyl ether and bael oil, respectively, improved the fuel cetane number from 48 to 52 and 54. Additionally, a notable rise in engine efficiency by 9.9% and 17.6% and a notable increase in engine brake power by approximately 15.9% and 26.8%, respectively, had been observed for the entire engine speed. At low and medium engine speeds, there was a notable decrease in specific fuel consumption of 19.7% and 36.6%, respectively. Furthermore, compared to commercial diesel, a discernible decrease in emissions has been noted for CO of 15.3% and 29.8%, CO2 of 9.2% and 24.2%, and HC of 13% and 24.4%, respectively. Thus, it can be concluded that if you want to improve engine performance and lower exhaust emissions, you can use diethyl ether as a fuel additive with commercial diesel.
利用柴油(Di)和两种不同类型的改良剂:二乙醚(DE)和桦木油(BO),对一台单缸柴油发动机进行了实验研究。这项研究的目的是通过使用二乙醚和桦木油提高燃料质量,从而提高发动机效率,减少发动机排放。在商用柴油中添加 15% 的桦木油和 10% 的二乙醚后,对燃料的十六烷值进行了测试。为了评估发动机的性能和排放情况,使用这三种燃料进行了发动机测试,测试时转速逐渐升高,无负载,转速范围为 1000-2500 RPM,每 250 RPM 为一档。研究结果表明,使用二乙醚和桦木油后,燃料十六烷值分别从 48 提高到 52 和 54。此外,在整个发动机转速范围内,发动机效率分别显著提高了 9.9% 和 17.6%,发动机制动功率分别显著提高了约 15.9% 和 26.8%。在发动机低速和中速运转时,比油耗分别显著降低了 19.7% 和 36.6%。此外,与商用柴油相比,一氧化碳排放量明显减少了 15.3% 和 29.8%,二氧化碳排放量减少了 9.2% 和 24.2%,碳氢化合物排放量减少了 13% 和 24.4%。因此,可以得出这样的结论:如果想提高发动机性能并降低废气排放,可以使用二乙醚作为商用柴油的燃料添加剂。
{"title":"An Experimental Study using Diesel Additives to Examine the Combustion and Exhaust Emissions of CI Engines","authors":"K. Nasir, Maher Faris, Sa'ib, Abbas Hamid Aljubury, R. Zulkifli","doi":"10.37934/arfmts.119.1.6779","DOIUrl":"https://doi.org/10.37934/arfmts.119.1.6779","url":null,"abstract":"A single-cylinder diesel engine is used for an experimental inquiry utilizing diesel fuel (Di) and two different improver types: diethyl ether (DE) and bael oil (BO). The purpose of this research is to enhance fuel quality for improved engine efficiency in reduced emissions from engines by using diethyl ether and Bael oil. The fuel's cetane number was tested after 15% bael oil and 10% diethyl ether were added to commercial diesel. In order to assess engine performance and emissions, engine tests were conducted with the three fuels at progressively higher speeds, without load, and in the 1000–2500 RPM range with 250 RPM steps. The study's findings indicate that using diethyl ether and bael oil, respectively, improved the fuel cetane number from 48 to 52 and 54. Additionally, a notable rise in engine efficiency by 9.9% and 17.6% and a notable increase in engine brake power by approximately 15.9% and 26.8%, respectively, had been observed for the entire engine speed. At low and medium engine speeds, there was a notable decrease in specific fuel consumption of 19.7% and 36.6%, respectively. Furthermore, compared to commercial diesel, a discernible decrease in emissions has been noted for CO of 15.3% and 29.8%, CO2 of 9.2% and 24.2%, and HC of 13% and 24.4%, respectively. Thus, it can be concluded that if you want to improve engine performance and lower exhaust emissions, you can use diethyl ether as a fuel additive with commercial diesel.","PeriodicalId":37460,"journal":{"name":"Journal of Advanced Research in Fluid Mechanics and Thermal Sciences","volume":" 12","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141832351","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Analyzing the Impact of Droplet Impingement Interval on Biodiesel Deposition Characteristics 分析液滴撞击间隔对生物柴油沉积特性的影响
Q3 Chemical Engineering Pub Date : 2024-07-16 DOI: 10.37934/arfmts.119.1.4253
F. Jikol, Mohd Zaid, Y. M. Arifin, Mohd Azli Salim, S. Herawan
The purpose of this work is to investigate the effect of droplet impingement interval on deposition characteristics of diesel fuel (DF) and palm oil biodiesel with different blending ratios (B10-B50) by applying the hot surface deposition test (HSDT). Generally, HSDT method is a simplified method to simulate fuel deposition in diesel engines by impinging fuel droplets on a heated aluminum alloy plate surface. The mass of accumulated deposits after droplets ND=16000 for impingement interval of timp=7 seconds (dry condition) MR=3.7mg (DF), MR=3.9mg (B10), MR=17.1mg (B20), MR=24.0mg (B30), MR=25.1mg (B40), and MR=28.8mg (B50). For impingement interval of timp=3 seconds (wet condition), the deposit mass was MR=4.4mg (DF), MR=8.9mg (B10), MR=20.4mg (B20), MR=31.1mg (B30), MR=62.4mg (B40), and MR=58.2mg (B50). In terms of deposit surface temperature, the recorded average minimum and maximum deposit surface temperatures were between Td=295°C to Td=325°C (timp=7 seconds) and Td=200°C to Td=300°C (timp=3 seconds) for DF. For B10-B50, the deposit surface temperatures were around Td=290°C to Td=350°C (timp=7 seconds) and below Td=200°C for impingement interval of timp=3 seconds.
这项工作的目的是通过热表面沉积试验(HSDT),研究液滴撞击间隔对不同混合比(B10-B50)的柴油(DF)和棕榈油生物柴油沉积特性的影响。一般来说,HSDT 方法是一种模拟柴油发动机中燃料沉积的简化方法,通过将燃料液滴冲击到加热的铝合金板表面。当撞击时间间隔为 7 秒(干燥状态)时,油滴 ND=16000 后累积沉积物的质量为:MR=3.7 毫克(DF)、MR=3.9 毫克(B10)、MR=17.1 毫克(B20)、MR=24.0 毫克(B30)、MR=25.1 毫克(B40)和 MR=28.8 毫克(B50)。当撞击时间间隔为 3 秒(湿润条件)时,沉积物质量为 MR=4.4 毫克(DF)、MR=8.9 毫克(B10)、MR=20.4 毫克(B20)、MR=31.1 毫克(B30)、MR=62.4 毫克(B40)和 MR=58.2 毫克(B50)。就沉积物表面温度而言,DF 记录的平均最低和最高沉积物表面温度介于 Td=295°C 至 Td=325°C 之间(timp=7 秒)和 Td=200°C 至 Td=300°C 之间(timp=3 秒)。对于 B10-B50,沉积物表面温度在 Td=290°C 至 Td=350°C 之间(时间间隔为 7 秒),在时间间隔为 3 秒的撞击间隔内,沉积物表面温度低于 Td=200°C。
{"title":"Analyzing the Impact of Droplet Impingement Interval on Biodiesel Deposition Characteristics","authors":"F. Jikol, Mohd Zaid, Y. M. Arifin, Mohd Azli Salim, S. Herawan","doi":"10.37934/arfmts.119.1.4253","DOIUrl":"https://doi.org/10.37934/arfmts.119.1.4253","url":null,"abstract":"The purpose of this work is to investigate the effect of droplet impingement interval on deposition characteristics of diesel fuel (DF) and palm oil biodiesel with different blending ratios (B10-B50) by applying the hot surface deposition test (HSDT). Generally, HSDT method is a simplified method to simulate fuel deposition in diesel engines by impinging fuel droplets on a heated aluminum alloy plate surface. The mass of accumulated deposits after droplets ND=16000 for impingement interval of timp=7 seconds (dry condition) MR=3.7mg (DF), MR=3.9mg (B10), MR=17.1mg (B20), MR=24.0mg (B30), MR=25.1mg (B40), and MR=28.8mg (B50). For impingement interval of timp=3 seconds (wet condition), the deposit mass was MR=4.4mg (DF), MR=8.9mg (B10), MR=20.4mg (B20), MR=31.1mg (B30), MR=62.4mg (B40), and MR=58.2mg (B50). In terms of deposit surface temperature, the recorded average minimum and maximum deposit surface temperatures were between Td=295°C to Td=325°C (timp=7 seconds) and Td=200°C to Td=300°C (timp=3 seconds) for DF. For B10-B50, the deposit surface temperatures were around Td=290°C to Td=350°C (timp=7 seconds) and below Td=200°C for impingement interval of timp=3 seconds.","PeriodicalId":37460,"journal":{"name":"Journal of Advanced Research in Fluid Mechanics and Thermal Sciences","volume":" 5","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141832583","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Fluid-Structure Interaction Modelling of Blood Flow in Peripheral Arterial Disease 外周动脉疾病血流的流体-结构相互作用模型
Q3 Chemical Engineering Pub Date : 2024-07-16 DOI: 10.37934/arfmts.119.1.117133
Muhammad Firdaus Mohd Fauzi, Nasrul Hadi Johari, Mohd Jamil Mohamed Mokhtarudin, Bazli Mohd Yusoff, Baolei Guo
The study presents the fluid-structure interaction (FSI) modeling in Peripheral Arterial Disease (PAD) geometry, highlighting the effects of arterial blockage on hemodynamics and arterial wall mechanics. Employing a RANS-based SST-Tran model, the study examines stenotic PAD models under realistic boundary conditions, coupled with a hyperelastic Mooney-Rivlin model to simulate the arterial wall's response. The analysis includes velocity profiles, wall shear stress (WSS), pressure distribution, and wall displacement, revealing significant differences between healthy and stenosed models. It demonstrates adaptive hemodynamics, the impact of stenosis on flow mechanics, and potential implications for atherosclerosis and plaque formation. The findings highlight the importance of understanding stenosis severity for clinical risk assessment, treatment planning, and monitoring.
该研究介绍了外周动脉疾病(PAD)几何中的流固耦合(FSI)建模,突出了动脉阻塞对血液动力学和动脉壁力学的影响。该研究采用基于 RANS 的 SST-Tran 模型,在现实边界条件下研究了狭窄的 PAD 模型,并结合超弹性的 Mooney-Rivlin 模型模拟了动脉壁的响应。分析包括速度曲线、壁剪应力(WSS)、压力分布和壁位移,揭示了健康模型和狭窄模型之间的显著差异。它展示了适应性血液动力学、狭窄对流动力学的影响以及对动脉粥样硬化和斑块形成的潜在影响。研究结果强调了了解狭窄严重程度对于临床风险评估、治疗计划和监测的重要性。
{"title":"Fluid-Structure Interaction Modelling of Blood Flow in Peripheral Arterial Disease","authors":"Muhammad Firdaus Mohd Fauzi, Nasrul Hadi Johari, Mohd Jamil Mohamed Mokhtarudin, Bazli Mohd Yusoff, Baolei Guo","doi":"10.37934/arfmts.119.1.117133","DOIUrl":"https://doi.org/10.37934/arfmts.119.1.117133","url":null,"abstract":"The study presents the fluid-structure interaction (FSI) modeling in Peripheral Arterial Disease (PAD) geometry, highlighting the effects of arterial blockage on hemodynamics and arterial wall mechanics. Employing a RANS-based SST-Tran model, the study examines stenotic PAD models under realistic boundary conditions, coupled with a hyperelastic Mooney-Rivlin model to simulate the arterial wall's response. The analysis includes velocity profiles, wall shear stress (WSS), pressure distribution, and wall displacement, revealing significant differences between healthy and stenosed models. It demonstrates adaptive hemodynamics, the impact of stenosis on flow mechanics, and potential implications for atherosclerosis and plaque formation. The findings highlight the importance of understanding stenosis severity for clinical risk assessment, treatment planning, and monitoring.","PeriodicalId":37460,"journal":{"name":"Journal of Advanced Research in Fluid Mechanics and Thermal Sciences","volume":" 44","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141832091","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Statistical Analysis of Wind Resource Assessment for Different Locations in South-Western Thailand 泰国西南部不同地点风资源评估的统计分析
Q3 Chemical Engineering Pub Date : 2024-07-04 DOI: 10.37934/arfmts.118.2.87100
Attapon Chumapan, Paramin Neranon, Juntakan Taweekun
Weibull parameters have been widely used to evaluate wind energy potential. In this work presents wind resource assessment by statistical analysis with a Weibull distribution model for Krabi, Phuket, and Ranong weather stations in south-western Thailand. Ten-minute intervals include wind speed and wind direction of 10m from four-year records obtained by the Thai meteorological department. Four numerical methods, namely empirical method, graphical method, energy pattern factor method and maximum likelihood method are examined to estimate the Weibull parameters. The Weibull distribution obtained from each method is compared with the observed wind speed distribution by the performance tests using root mean square error, mean percentage error, and chi-square error to select a suitable method for the station area. The results revealed that the maximum likelihood method was the most accurate for Krabi and Phuket stations, and the energy pattern factor method was the most accurate for Ranong station. At a hub height of 80m, the highest mean wind speed and mean wind power density found in Krabi station were 3.25 m/s and 44.84 W/m2. The most probable wind speed value in three stations had a range from 1.80 to 2.50 m/s. The maximum wind speed carrying maximum energy found in Krabi station was 5.53 m/s. The operating probability of a wind turbine in Krabi station was 49.61%, followed by Phuket station was 46.80%, and Ranong station was 37.84%, respectively. In conclusion, all three stations had wind power potential classified as wind class 1 and can be sorted as follows: Krabi, Phuket, and Ranong stations.
Weibull 参数已被广泛用于评估风能潜力。本研究利用 Weibull 分布模型对泰国西南部的甲米、普吉和拉廊气象站进行统计分析,从而对风能资源进行评估。10 分钟的时间间隔包括泰国气象部门四年记录中 10 米的风速和风向。研究了四种数值方法,即经验法、图形法、能量模式因子法和最大似然法,以估算 Weibull 参数。通过使用均方根误差、平均百分比误差和奇偶校验误差进行性能测试,将每种方法得到的 Weibull 分布与观测到的风速分布进行比较,以选择适合该测站区域的方法。结果表明,最大似然法对于甲米站和普吉站最为准确,而能量模式因子法对于拉廊站最为准确。在轮毂高度为 80 米时,甲米站的最高平均风速和平均风功率密度分别为 3.25 米/秒和 44.84 瓦/平方米。三个站点的最可能风速值范围在 1.80 至 2.50 米/秒之间。甲米站的最大风速为 5.53 m/s。甲米站风力涡轮机的运行概率为 49.61%,普吉站为 46.80%,拉廊站为 37.84%。总之,所有三个风力发电站的风力发电潜力都被划分为 1 级,并可分类如下:甲米风力发电站、普吉岛风力发电站、拉农风力发电站:甲米站、普吉站和拉农站。
{"title":"Statistical Analysis of Wind Resource Assessment for Different Locations in South-Western Thailand","authors":"Attapon Chumapan, Paramin Neranon, Juntakan Taweekun","doi":"10.37934/arfmts.118.2.87100","DOIUrl":"https://doi.org/10.37934/arfmts.118.2.87100","url":null,"abstract":"Weibull parameters have been widely used to evaluate wind energy potential. In this work presents wind resource assessment by statistical analysis with a Weibull distribution model for Krabi, Phuket, and Ranong weather stations in south-western Thailand. Ten-minute intervals include wind speed and wind direction of 10m from four-year records obtained by the Thai meteorological department. Four numerical methods, namely empirical method, graphical method, energy pattern factor method and maximum likelihood method are examined to estimate the Weibull parameters. The Weibull distribution obtained from each method is compared with the observed wind speed distribution by the performance tests using root mean square error, mean percentage error, and chi-square error to select a suitable method for the station area. The results revealed that the maximum likelihood method was the most accurate for Krabi and Phuket stations, and the energy pattern factor method was the most accurate for Ranong station. At a hub height of 80m, the highest mean wind speed and mean wind power density found in Krabi station were 3.25 m/s and 44.84 W/m2. The most probable wind speed value in three stations had a range from 1.80 to 2.50 m/s. The maximum wind speed carrying maximum energy found in Krabi station was 5.53 m/s. The operating probability of a wind turbine in Krabi station was 49.61%, followed by Phuket station was 46.80%, and Ranong station was 37.84%, respectively. In conclusion, all three stations had wind power potential classified as wind class 1 and can be sorted as follows: Krabi, Phuket, and Ranong stations.","PeriodicalId":37460,"journal":{"name":"Journal of Advanced Research in Fluid Mechanics and Thermal Sciences","volume":" 10","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141678796","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Mechanical and Thermal Properties of 3D-Printed Acrylonitrile Butadiene Styrene Reinforced with Rubberwood Fiber 用橡胶木纤维增强的三维打印丙烯腈-丁二烯-苯乙烯的机械性能和热性能
Q3 Chemical Engineering Pub Date : 2024-07-04 DOI: 10.37934/arfmts.118.2.7486
Thanate Ratanawilai, Noppanat Jaturonlux, Anas Awae, Warinthon Muangnivet, Zaleha Mustafa
An additive manufacturing (AM) has become very popular due to its simplicity in producing complicated products using just one process due to the layer-by-layer addition of material, which makes it possible for more complicated products to be created. The constraint of Fused Filament Fabrication (FFF) printed components with inadequate mechanical qualities has prevented AM from being widely adopted by numerous industries. The mechanical and thermal qualities of FFF printed components which is a pure polymer could be enhanced by reinforcing the wood fiber into the polymer. In this study, the twin-screw extruder was used to produce the wood plastic composites (WPCs) filaments, which were made with ABS (Acrylonitrile Butadiene Styrene) as the matrix material and 1-3wt% rubberwood fiber (RWF) for reinforcement. The effects of the extrusion parameter, such as the volume fraction of RWF and the temperature of the extrusion process, on the 3D-printed WPCs samples were investigated. The experimental results of 3D-printed WPC sample were found that the highest compressive strength value is 24.3 MPa, obtained from the rubberwood 1wt% at the extrusion temperature 218 °C whereas the pure ABS filaments obtaining from the commercial and extrusion process gave the values of 28.9 and 14.5 MPa, respectively. The highest value of tensile strength is 8.4 MPa with the rubberwood 2wt% and temperature 198 °C whereas the pure ABS filaments obtaining from the commercial and extrusion process gave the values of 10.9 and 7.4 MPa, respectively. The morphological analysis of the 3D-printed WPC sample was observed to exhibit an effect of printing process. The result showed that an increasing temperature of extrusion process increases both tensile and compressive strengths of the samples whereas an increasing amount of fiber increases the tensile strength but decreased the compressive strength. Analysis of variance demonstrated linear factor and 2-way interaction factor of the extrusion parameter influence on compression and tensile strength significantly. The rubberwood 2wt% and the temperature 218 °C was suggested to achieve the suitable condition for extrusion process for the 3D-printed WPC sample. In addition, the discussions were supported with the thermal properties achieved from Thermogravimetric analysis and Differential Scanning Calorimetry.
增材制造(AM)由于逐层添加材料,只需一道工序就能生产出复杂的产品,从而使制造更复杂的产品成为可能,因此变得非常流行。由于受熔融长丝制造(FFF)打印部件机械性能不足的限制,AM 无法被众多行业广泛采用。通过在聚合物中增强木纤维,可以提高纯聚合物 FFF 印刷部件的机械和热质量。本研究采用双螺杆挤出机生产木塑复合材料(WPCs)长丝,以 ABS(丙烯腈-丁二烯-苯乙烯)为基体材料,以 1-3wt% 的橡胶木纤维(RWF)为增强材料。研究了橡胶木纤维体积分数和挤出温度等挤出参数对三维打印木塑样品的影响。三维打印木塑样品的实验结果表明,在挤压温度为 218 ℃ 时,橡胶木 1wt% 的抗压强度值最高,为 24.3 MPa,而通过商业和挤压工艺获得的纯 ABS 长丝的抗压强度值分别为 28.9 MPa 和 14.5 MPa。橡胶木含量为 2wt% 且温度为 198 ℃ 时,拉伸强度的最高值为 8.4 MPa,而通过商业和挤压工艺获得的纯 ABS 长丝的拉伸强度值分别为 10.9 和 7.4 MPa。对三维打印的木塑样品进行的形态分析表明,打印过程会产生影响。结果表明,挤压过程的温度升高会增加样品的拉伸强度和压缩强度,而纤维量的增加会增加拉伸强度,但会降低压缩强度。方差分析表明,挤压参数的线性因子和双向交互因子对压缩强度和抗拉强度的影响显著。结果表明,橡胶木 2wt% 和温度 218 °C 是挤出 3D 打印木塑样品的合适条件。此外,热重分析和差示扫描量热法得出的热性能也支持了上述讨论。
{"title":"Mechanical and Thermal Properties of 3D-Printed Acrylonitrile Butadiene Styrene Reinforced with Rubberwood Fiber","authors":"Thanate Ratanawilai, Noppanat Jaturonlux, Anas Awae, Warinthon Muangnivet, Zaleha Mustafa","doi":"10.37934/arfmts.118.2.7486","DOIUrl":"https://doi.org/10.37934/arfmts.118.2.7486","url":null,"abstract":"An additive manufacturing (AM) has become very popular due to its simplicity in producing complicated products using just one process due to the layer-by-layer addition of material, which makes it possible for more complicated products to be created. The constraint of Fused Filament Fabrication (FFF) printed components with inadequate mechanical qualities has prevented AM from being widely adopted by numerous industries. The mechanical and thermal qualities of FFF printed components which is a pure polymer could be enhanced by reinforcing the wood fiber into the polymer. In this study, the twin-screw extruder was used to produce the wood plastic composites (WPCs) filaments, which were made with ABS (Acrylonitrile Butadiene Styrene) as the matrix material and 1-3wt% rubberwood fiber (RWF) for reinforcement. The effects of the extrusion parameter, such as the volume fraction of RWF and the temperature of the extrusion process, on the 3D-printed WPCs samples were investigated. The experimental results of 3D-printed WPC sample were found that the highest compressive strength value is 24.3 MPa, obtained from the rubberwood 1wt% at the extrusion temperature 218 °C whereas the pure ABS filaments obtaining from the commercial and extrusion process gave the values of 28.9 and 14.5 MPa, respectively. The highest value of tensile strength is 8.4 MPa with the rubberwood 2wt% and temperature 198 °C whereas the pure ABS filaments obtaining from the commercial and extrusion process gave the values of 10.9 and 7.4 MPa, respectively. The morphological analysis of the 3D-printed WPC sample was observed to exhibit an effect of printing process. The result showed that an increasing temperature of extrusion process increases both tensile and compressive strengths of the samples whereas an increasing amount of fiber increases the tensile strength but decreased the compressive strength. Analysis of variance demonstrated linear factor and 2-way interaction factor of the extrusion parameter influence on compression and tensile strength significantly. The rubberwood 2wt% and the temperature 218 °C was suggested to achieve the suitable condition for extrusion process for the 3D-printed WPC sample. In addition, the discussions were supported with the thermal properties achieved from Thermogravimetric analysis and Differential Scanning Calorimetry.","PeriodicalId":37460,"journal":{"name":"Journal of Advanced Research in Fluid Mechanics and Thermal Sciences","volume":" 29","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141677496","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Optimization of Chillers Air-Conditioning in Thailand Supermarkets using a Retail Energy Management System (REMS) 利用零售能源管理系统(REMS)优化泰国超市的冷风机空调系统
Q3 Chemical Engineering Pub Date : 2024-07-04 DOI: 10.37934/arfmts.118.2.6273
Piyanut Saengsikhiao, Chayapat Prapaipornlert, Juntakan Taweekun
Supermarkets in Thailand continue to grow and there will be more than 1500 branches by 2023 open 18-24 hours a day. In this research, we will present how to increase energy efficiency in retail stores by reducing the energy consumption of compressors of chiller air conditioning systems by using energy management systems in retail stores. Retail energy management systems in retail stores use the Internet of Things to connect to a device to store data and analyze and process from big data, then Artificial Intelligence controls and commands to make the air conditioning system energy efficient. Controlling 10 AHUs using central sensors at the sales area instead of return sensors allows us to save 25% of energy or 12,886 kWh/Year. As for the cold-water pump, it is controlled by an inverter. By using sensors to measure the water flow rate, we save 33% of energy or 19,755 kWh/Year. When controlling the water pump and AHU, the chiller compressor will save energy because when the air handling unit and the water pump have reduced work, the work of the compressor to cool water is reduced as well, resulting in energy savings of 12% or 25,211 kWh/Day. Using such a system reduces the overall energy consumption of the chiller air conditioning system. 17% or 57,852 per year has a payback period of 3 years and can also be extended to other systems within the store or other stores.
泰国的超市持续增长,到 2023 年将有超过 1500 家分店每天营业 18-24 小时。在本研究中,我们将介绍如何通过在零售店中使用能源管理系统来降低冷冻机空调系统压缩机的能耗,从而提高零售店的能源效率。零售店中的零售能源管理系统利用物联网连接设备存储数据,并从大数据中进行分析和处理,然后通过人工智能控制和指令使空调系统节能。利用销售区的中央传感器而不是回流传感器来控制 10 台空调机组,可以节约 25% 的能源,即每年节约 12 886 千瓦时。至于冷水泵,则由变频器控制。通过使用传感器测量水流量,我们可以节约 33% 的能源,即 19,755 千瓦时/年。在控制水泵和 AHU 时,冷水机压缩机将节省能源,因为当空气处理机组和水泵的工作减少时,压缩机冷却水的工作也会减少,从而节省 12% 的能源,即 25,211 千瓦时/天。使用这种系统可以降低冷水机组空调系统的总体能耗。每年可节约 17% 或 57,852 千瓦时,投资回收期为 3 年,还可推广到店内其他系统或其他商店。
{"title":"The Optimization of Chillers Air-Conditioning in Thailand Supermarkets using a Retail Energy Management System (REMS)","authors":"Piyanut Saengsikhiao, Chayapat Prapaipornlert, Juntakan Taweekun","doi":"10.37934/arfmts.118.2.6273","DOIUrl":"https://doi.org/10.37934/arfmts.118.2.6273","url":null,"abstract":"Supermarkets in Thailand continue to grow and there will be more than 1500 branches by 2023 open 18-24 hours a day. In this research, we will present how to increase energy efficiency in retail stores by reducing the energy consumption of compressors of chiller air conditioning systems by using energy management systems in retail stores. Retail energy management systems in retail stores use the Internet of Things to connect to a device to store data and analyze and process from big data, then Artificial Intelligence controls and commands to make the air conditioning system energy efficient. Controlling 10 AHUs using central sensors at the sales area instead of return sensors allows us to save 25% of energy or 12,886 kWh/Year. As for the cold-water pump, it is controlled by an inverter. By using sensors to measure the water flow rate, we save 33% of energy or 19,755 kWh/Year. When controlling the water pump and AHU, the chiller compressor will save energy because when the air handling unit and the water pump have reduced work, the work of the compressor to cool water is reduced as well, resulting in energy savings of 12% or 25,211 kWh/Day. Using such a system reduces the overall energy consumption of the chiller air conditioning system. 17% or 57,852 per year has a payback period of 3 years and can also be extended to other systems within the store or other stores.","PeriodicalId":37460,"journal":{"name":"Journal of Advanced Research in Fluid Mechanics and Thermal Sciences","volume":" 77","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141680291","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Influence of Varying Ar/O2 Gas Ratio with Catalyst-Free Growth by Homemade Thermal Evaporation Technique 自制热蒸发技术中不同氩气/氧气比对无催化剂生长的影响
Q3 Chemical Engineering Pub Date : 2024-07-04 DOI: 10.37934/arfmts.118.2.101113
Azira Khairudin, Najiha Hamid, Syahida Suhaimi, Mohd Ikmar Nizam Mohamad Isa, Nur Athirah Mohd Taib, Syamsul Kamar Muhamad @ Wahab
A nanostructured zinc oxide (ZnO) with different percentages of argon and oxygen gas flow rate was deposited on a silicon wafer by a simple hot tube thermal evaporation technique. The effect of different percentages of gas flow rate on the crystal structure, surface morphology and optical properties were characterized using X-ray diffraction (XRD), field emission scanning electron microscopy (FESEM), energy dispersive X-ray (EDX) and RAMAN spectroscopy, respectively. The changes of morphologies from FESEM were significant where the grown ZnO nanostructures show three different shapes which are nanotripods, nanoclusters and nanorods at 5%, 10% and 25% of oxygen gas, respectively. EDX results revealed that Zn and O elements have a major percentage in the sample indicating a composition has high purity of ZnO. XRD patterns displayed the most intense diffraction peak of ZnO at (101), which exhibited a single crystalline hexagonal structure with preferred growth orientation in the c-axis. RAMAN scattering study found that synthesized ZnO shows the high intensity of E2 mode and low intensity of E1 mode attributed to all the samples having good crystal quality containing fewer structural defects. In conclusion, the E15 sample with a 25% oxygen gas flow rate was selected as an optimum result for synthesizing a homogenous surface and high crystallinity of ZnO by using a hot tube thermal evaporation process. This work can enhance the development of ZnO production in various applications.
通过简单的热管热蒸发技术,在硅晶片上沉积了不同氩气和氧气流量百分比的纳米结构氧化锌(ZnO)。利用 X 射线衍射 (XRD)、场发射扫描电子显微镜 (FESEM)、能量色散 X 射线 (EDX) 和 RAMAN 光谱分别表征了不同气体流速百分比对晶体结构、表面形貌和光学特性的影响。场发射扫描电子显微镜观察到的形貌变化非常明显,在含氧量为 5%、10% 和 25% 的条件下,生长出的氧化锌纳米结构呈现出三种不同的形状,分别是纳米三角形、纳米团簇和纳米棒。EDX 结果显示,Zn 和 O 元素在样品中占很大比例,这表明样品中的 ZnO 纯度很高。XRD 图谱显示,氧化锌最强烈的衍射峰位于(101)处,呈单晶六方结构,优先生长方向为 c 轴。RAMAN 散射研究发现,合成的氧化锌显示出较高的 E2 模式强度和较低的 E1 模式强度,这归因于所有样品都具有良好的晶体质量,含有较少的结构缺陷。总之,选择氧气流量为 25% 的 E15 样品是利用热管热蒸发工艺合成表面均匀、结晶度高的氧化锌的最佳结果。这项工作可促进氧化锌生产在各种应用领域的发展。
{"title":"The Influence of Varying Ar/O2 Gas Ratio with Catalyst-Free Growth by Homemade Thermal Evaporation Technique","authors":"Azira Khairudin, Najiha Hamid, Syahida Suhaimi, Mohd Ikmar Nizam Mohamad Isa, Nur Athirah Mohd Taib, Syamsul Kamar Muhamad @ Wahab","doi":"10.37934/arfmts.118.2.101113","DOIUrl":"https://doi.org/10.37934/arfmts.118.2.101113","url":null,"abstract":"A nanostructured zinc oxide (ZnO) with different percentages of argon and oxygen gas flow rate was deposited on a silicon wafer by a simple hot tube thermal evaporation technique. The effect of different percentages of gas flow rate on the crystal structure, surface morphology and optical properties were characterized using X-ray diffraction (XRD), field emission scanning electron microscopy (FESEM), energy dispersive X-ray (EDX) and RAMAN spectroscopy, respectively. The changes of morphologies from FESEM were significant where the grown ZnO nanostructures show three different shapes which are nanotripods, nanoclusters and nanorods at 5%, 10% and 25% of oxygen gas, respectively. EDX results revealed that Zn and O elements have a major percentage in the sample indicating a composition has high purity of ZnO. XRD patterns displayed the most intense diffraction peak of ZnO at (101), which exhibited a single crystalline hexagonal structure with preferred growth orientation in the c-axis. RAMAN scattering study found that synthesized ZnO shows the high intensity of E2 mode and low intensity of E1 mode attributed to all the samples having good crystal quality containing fewer structural defects. In conclusion, the E15 sample with a 25% oxygen gas flow rate was selected as an optimum result for synthesizing a homogenous surface and high crystallinity of ZnO by using a hot tube thermal evaporation process. This work can enhance the development of ZnO production in various applications.","PeriodicalId":37460,"journal":{"name":"Journal of Advanced Research in Fluid Mechanics and Thermal Sciences","volume":" 41","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141678285","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Predictive Placement of IC Chips using ANN-GA Approach for Efficient Thermal Cooling 利用 ANN-GA 方法预测集成电路芯片的放置位置以实现高效散热
Q3 Chemical Engineering Pub Date : 2024-07-04 DOI: 10.37934/arfmts.118.2.137147
Anant Sidhappa Kurhade, Ramdas Biradar, Rahul Shivaji Yadav, Prashant Patil, Nitin Babanrao Kardekar, Shital Yashwant Waware, Kashinath Haribhau Munde, Ajitkumar Gulab Nimbalkar, Govindarajan Murali
In this research, numerical modelling is used to explore the heat transfer through natural convection capabilities of nine aluminum integrated circuit chips that are installed on substrate board. The goal is to figure out where on the substrate board these IC chips would be best placed if they were arranged differently. The dimensionless parameter (λ) plays a very essential role, and by applying a hybrid technique consisting of ANN and GA. ANSYS Icepack calculates IC chip temperature distributions in 3D steady state numerical simulations. It has been shown that the form, dimensions, and IC chips' substrate board positioning affects their operating temperature. In comparison to the strategies that have been used in the past, hybrid optimization is the strategy that has shown to be the most reliable in properly predicting how the IC chips would be arranged on the substrate board. It has been observed that higher values of one of these parameters lead to a reduction in the maximum temperature surplus. A correlation has been established to illustrate this relationship as it increases. The most favorable simulation outcomes are utilized to drive a genetic algorithm (GA), which identifies the optimal configuration ensuring that the temperatures of the heat sources remain well below their specified maximum operating conditions, as outlined in the data sheets. The maximum temperature variation between the lowest and highest extreme configurations ranges between 4 - 8%. The smallest size IC chip, U2 with high heat dissipation rate attains the maximum temperature in the configuration, however, the temperature variation for the low powered IC chips U3, U4 and U7 are very small. Found good agreement of both the data with an error band of 10%, and thus confirms the accuracy of the network.
在这项研究中,我们利用数值建模来探索安装在基板上的九个铝集成电路芯片通过自然对流进行传热的能力。目的是找出如果这些集成电路芯片以不同方式排列,它们在基板上的最佳位置。无量纲参数 (λ) 起着非常重要的作用,通过应用由 ANN 和 GA 组成的混合技术,ANSYS Icepack 计算出了集成电路芯片的自然对流能力。ANSYS Icepack 在三维稳态数值模拟中计算集成电路芯片温度分布。结果表明,集成电路芯片的形状、尺寸和基板定位会影响其工作温度。与过去使用的策略相比,混合优化策略在正确预测集成电路芯片如何在基板上排列方面最为可靠。据观察,其中一个参数值越高,最大温度过剩就越少。随着参数值的增加,已建立了相关关系来说明这种关系。利用最有利的模拟结果来驱动遗传算法 (GA),从而确定最佳配置,确保热源温度远低于数据表中规定的最大工作条件。最低和最高极端配置之间的最大温度变化范围为 4 - 8%。尺寸最小、散热率高的集成电路芯片 U2 在配置中达到了最高温度,然而,低功率集成电路芯片 U3、U4 和 U7 的温度变化非常小。结果表明,两个数据的误差范围均为 10%,吻合度很高,从而证实了网络的准确性。
{"title":"Predictive Placement of IC Chips using ANN-GA Approach for Efficient Thermal Cooling","authors":"Anant Sidhappa Kurhade, Ramdas Biradar, Rahul Shivaji Yadav, Prashant Patil, Nitin Babanrao Kardekar, Shital Yashwant Waware, Kashinath Haribhau Munde, Ajitkumar Gulab Nimbalkar, Govindarajan Murali","doi":"10.37934/arfmts.118.2.137147","DOIUrl":"https://doi.org/10.37934/arfmts.118.2.137147","url":null,"abstract":"In this research, numerical modelling is used to explore the heat transfer through natural convection capabilities of nine aluminum integrated circuit chips that are installed on substrate board. The goal is to figure out where on the substrate board these IC chips would be best placed if they were arranged differently. The dimensionless parameter (λ) plays a very essential role, and by applying a hybrid technique consisting of ANN and GA. ANSYS Icepack calculates IC chip temperature distributions in 3D steady state numerical simulations. It has been shown that the form, dimensions, and IC chips' substrate board positioning affects their operating temperature. In comparison to the strategies that have been used in the past, hybrid optimization is the strategy that has shown to be the most reliable in properly predicting how the IC chips would be arranged on the substrate board. It has been observed that higher values of one of these parameters lead to a reduction in the maximum temperature surplus. A correlation has been established to illustrate this relationship as it increases. The most favorable simulation outcomes are utilized to drive a genetic algorithm (GA), which identifies the optimal configuration ensuring that the temperatures of the heat sources remain well below their specified maximum operating conditions, as outlined in the data sheets. The maximum temperature variation between the lowest and highest extreme configurations ranges between 4 - 8%. The smallest size IC chip, U2 with high heat dissipation rate attains the maximum temperature in the configuration, however, the temperature variation for the low powered IC chips U3, U4 and U7 are very small. Found good agreement of both the data with an error band of 10%, and thus confirms the accuracy of the network.","PeriodicalId":37460,"journal":{"name":"Journal of Advanced Research in Fluid Mechanics and Thermal Sciences","volume":" 16","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141679150","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Journal of Advanced Research in Fluid Mechanics and Thermal Sciences
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1