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Numerical study optimation design of CPU cooling system analysis using CFD method 基于CFD方法的CPU冷却系统优化设计数值研究
Pub Date : 2023-11-11 DOI: 10.31763/aet.v2i3.1207
Fajar Dwi Yudanto, Rochmad Novian Inderanata, Arif Bintoro Johan, Setuju Setuju
Computers often experience damage to the CPU, especially the mainboard and processor, due to several factors, including human error or excessive use and environmental conditions. Component placement is frequently utilized to improve the CPU room conditions to keep it cool. This research numerically investigates desktop PC processors and heatsink configurations for mechanical engineering vocational learning. The kind of metal material, number of fans, and fan arrangement were all tested at three levels. The computer components in this research are the CPU, heatsink, fan, and processor—a 65-watt Thermal Design Power (TDP) CPU with a constant air intake speed of 5 m/s. The criteria investigated include metal type (steel, aluminum, and copper), cooling design (horizontal, vertical, and mixed), and fan count (2-4-8). The methods used in this research are the Computational Fluid Dynamics (CFD) method and the Taguchi method to examine fluid flow characteristics and temperature. Numerical results show the maximum temperature is 123 °C in the vertical, eight-fan, and steel configurations. Minimum temperature 39.22 °C in mixed configuration, eight fans, and copper. These findings reveal that the kind of metal material, number of fans, and fan arrangement all impact the CPU cooler and heatsink configuration. However, the Taguchi method can provide a more detailed understanding of configuration.
计算机经常会遇到CPU损坏,特别是主板和处理器损坏,原因有几个,包括人为错误或过度使用和环境条件。组件放置经常被用来改善CPU房间的条件,以保持它的凉爽。本研究以数值方法探讨桌面PC机处理器与散热器配置对机械工程职业学习的影响。金属材料的种类、风扇的数量、风扇的布置都在三个层面进行了测试。本研究中的计算机组件包括CPU、散热器、风扇和处理器——一个65瓦的热设计功率(TDP) CPU,进气速度恒定为5米/秒。调查标准包括金属类型(钢、铝、铜)、冷却设计(水平、垂直、混合)、风扇数量(2-4-8)。本研究采用计算流体动力学(CFD)方法和田口法来研究流体的流动特性和温度。数值结果表明,在垂直、八扇和钢结构下,最高温度为123℃。最低温度39.22°C在混合配置,八个风扇,和铜。这些发现表明,金属材料的种类、风扇的数量和风扇的排列都会影响CPU冷却器和散热器的配置。然而,田口方法可以提供对配置的更详细的理解。
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引用次数: 0
Development and implementation of the MobILcaps application for the teaching and development of information literacy in Higher Education MobILcaps应用程序在高等教育信息素养教学与发展中的开发与实现
Pub Date : 2023-10-03 DOI: 10.31763/aet.v2i3.1145
David Caballero Mariscal, María Pinto, Alicia Segura
This paper aims at develop, implement and evaluate the effectiveness of the MobIlCaps mobile application. On the basis of cognitive, constructivist and connectivist theories, it has been developed on an instructional design model, based on the user experience. In the context of mobile teaching in higher education, an innovative application is proposed for the self-learning of information literacy by students of Social Sciences. With the collaboration of both teachers and students, the application was developed, following the ADDIE model, through the phases of analysis, design, development, implementation and evaluation. The last phase provided the improvement proposals for the optimization of the final version of the tool, a progressive open access website. The application is organized into six capsules that follow the framework of ACRL (2015): learn, search, evaluate, create, research and disseminate. It includes multimedia resources in the form of microcontents that highlight readability, organization and visualization as characteristics. The app focuses on the user and is a relevant instrument to facilitate teaching The different analyses, followed by proposals for improvement and revisions, led to the achievement of a very useful application for students, teachers and library
本文旨在开发、实现和评估MobIlCaps移动应用程序的有效性。在认知主义、建构主义和联结主义理论的基础上,它是在基于用户体验的教学设计模型的基础上发展起来的。在高等教育移动教学的背景下,提出了一种社会科学类学生信息素养自主学习的创新应用。在师生的共同合作下,应用程序按照ADDIE模型,经过分析、设计、开发、实施和评估等阶段开发完成。最后一个阶段为工具的最终版本(渐进式开放访问网站)的优化提供了改进建议。该应用程序被组织成六个胶囊,遵循ACRL(2015)的框架:学习,搜索,评估,创建,研究和传播。它包括微内容形式的多媒体资源,突出可读性、组织性和可视化等特点。该应用程序以用户为中心,是促进教学的相关工具。不同的分析,随后的改进和修订建议,导致了对学生,教师和图书馆非常有用的应用程序的实现
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引用次数: 0
Semi-supervised labelling of chest x-ray images using unsupervised clustering for ground-truth generation 胸部x线图像的半监督标记,使用无监督聚类生成地面真相
Pub Date : 2023-09-12 DOI: 10.31763/aet.v2i3.1143
Victor Ikechukwu Agughasi, Murali Srinivasiah
Supervised classifiers require a lot of data with accurate labels to learn to recognize chest X-ray images (CXR). However, manually labeling an extensive collection of CXR images is time-consuming and costly. To address this issue, a method for the semi-supervised labelling of extensive collections of CXR images is proposed leveraging unsupervised clustering with minimum expert knowledge to generate ground truth images. The proposed methodology entails: using unsupervised clustering techniques such as K-Means and Self-Organizing Maps. Second, the images are fed to five different feature vectors to utilize the potential differences between features to their full advantage. Third, each data point gets the label of the cluster’s center to which it belongs. Finally, a majority vote is used to decide the ground truth image. The number of clusters created by the method chosen strictly limits the amount of human involvement. To evaluate the effectiveness of the proposed method, experiments were conducted on two publicly available CXR datasets, namely VinDR-CXR and Montgomery datasets. The experiments showed that, for a KNN classifier, manually labeling only 1% (VinDr-CXR), or 10% (Montgomery) of the training data, gives a similar performance as labeling the whole dataset. The proposed methodology efficiently generates ground-truth images from publicly available CXR datasets. To our knowledge, this is the first study to use the VinDr-CXR and Montgomery datasets for ground truth image generation. Extensive experimental analysis using machine learning and statistical techniques shows that the proposed methodology efficiently generates ground truth images from CXR datasets.
监督分类器需要大量带有准确标签的数据来学习识别胸部x射线图像。然而,手动标记大量的CXR图像集既耗时又昂贵。为了解决这个问题,提出了一种对大量CXR图像集合进行半监督标记的方法,利用最小专家知识的无监督聚类来生成地面真值图像。提出的方法需要:使用无监督聚类技术,如K-Means和自组织地图。其次,将图像馈送到五个不同的特征向量中,充分利用特征之间的潜在差异。第三,每个数据点获得它所属的集群中心的标签。最后,使用多数投票来决定地面真实图像。所选择的方法所产生的集群数量严格限制了人类参与的数量。为了评估所提出方法的有效性,在两个公开的CXR数据集(即vdr -CXR和Montgomery数据集)上进行了实验。实验表明,对于KNN分类器,手动标记1% (VinDr-CXR)或10% (Montgomery)的训练数据,可以获得与标记整个数据集相似的性能。提出的方法有效地从公开可用的CXR数据集生成真实图像。据我们所知,这是第一个使用vdr - cxr和Montgomery数据集生成地面真实图像的研究。使用机器学习和统计技术的广泛实验分析表明,所提出的方法有效地从CXR数据集生成地面真实图像。
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引用次数: 0
Technical and economic appraisal for harnessing a proposed hybrid energy system nexus for power generation and CO2 mitigation in Cross River State, Nigeria 在尼日利亚克罗斯河州利用拟议的混合能源系统联系进行发电和减少二氧化碳排放的技术和经济评价
Pub Date : 2023-08-16 DOI: 10.31763/aet.v2i2.1075
S. O. Effiom, P. O. Effiom, Raymond Akwagiobe, Patrick O Odu
By creating hybrid energy systems and obtaining a framework that equally satisfies a continuous operation for renewable energy technology, this study presents renewable and sustainable energy options as an integral method to energy transitioning from non-renewable to renewable energy utilization in Cross River State, Nigeria. For a needed load of 2424.25 kWh/day in Cross River State, this study focused on proposing a designed hybrid energy system (HES) nexus, mitigating CO2, and appraisal of the technical and economic viability. To accomplish this, HOMER software was utilized in simulating the ideal components that suggested a HES nexus. The software enabled the selection of the optimal HES using various renewable energy sources since it predicts future electrical demand, wind speed, solar irradiation, and temperature. Economic results obtained showed that the proposed HES's Levelized cost of energy (LCOE), net present cost (NPC), and operating cost (OC) were $0.89/kWh, $10,138,702 and $134,084.37 respectively. Further technical appraisal showed that the renewable energy conversion systems (RECs) make up 78.74% of the proposed HES. The photovoltaic (PV) arrays were primarily responsible for the hybrid energy system's electricity output. The annual electrical energy output was 1,984,111kWh (89.4%), produced by the PV arrays. The generic fuel cell produced the least, at 29,957kWh/year, accounting for just 1.35% of the total electricity produced. However, the wind power plant produced 205,365kWh/year annually. Furthermore, comparing the HES with diesel-powered generators, the system achieves a net-zero carbon emission status. Therefore, it has proven to be the most reliable energy as it will solve the problem of energy demand and reduces carbon emissions in Cross River State, Nigeria
通过创建混合能源系统并获得同样满足可再生能源技术连续运行的框架,本研究提出了可再生能源和可持续能源选择,作为尼日利亚克罗斯河州能源利用从不可再生能源向可再生能源过渡的整体方法。针对克罗斯河州2424.25千瓦时/天的需求负荷,本研究重点提出了一种设计的混合能源系统(HES)联系,减少二氧化碳排放,并评估了技术和经济可行性。为了做到这一点,HOMER软件被用来模拟理想的组件,建议一个HES连接。该软件可以预测未来的电力需求、风速、太阳辐射和温度,因此可以使用各种可再生能源选择最佳的HES。经济结果表明,拟议的HES的平准化能源成本(LCOE)、净当前成本(NPC)和运行成本(OC)分别为0.89美元/千瓦时、10,138,702美元和134,084.37美元。进一步的技术评估表明,可再生能源转换系统(RECs)占拟议HES的78.74%。光伏(PV)阵列主要负责混合能源系统的电力输出。年发电量为1984,111千瓦时(89.4%),由光伏阵列产生。通用燃料电池的发电量最少,为29957千瓦时/年,仅占总发电量的1.35%。然而,该风力发电厂的年发电量为205,365千瓦时。此外,将HES与柴油发电机进行比较,系统达到了净零碳排放状态。因此,它已被证明是最可靠的能源,因为它将解决尼日利亚克罗斯河州的能源需求问题并减少碳排放
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引用次数: 0
Geopolymer vs ordinary portland cement: review of the 3-d printing of concrete 地聚合物与普通硅酸盐水泥:混凝土3d打印的回顾
Pub Date : 2023-08-11 DOI: 10.31763/aet.v2i2.1010
Hamed Rahimpour, V. Ghiasi, A. Fahmi, Yaser Marabi
Due to the need of the construction industry to implement structures with special and complex designs, mass customization with the lowest cost, especially reducing the labor cost as well as the amount of waste and materials used, the use of concrete 3D printing can be the appropriate solution to these requirements fulfill these options. As a result, a comprehensive and practical study of the major 3D printing methods and their development in the construction industry was carried out in this study. In addition, the use of OPC-based materials and geopolymer-based materials was reviewed and compared due to the development of the materials industry and the advantages and disadvantages of using different types of cementitious materials in the 3D printing of concrete.
由于建筑行业需要以最低的成本实现特殊复杂设计的结构,大规模定制,特别是降低人工成本以及废物和材料的使用量,使用混凝土3D打印可以适当地解决这些需求,实现这些选择。因此,本研究对主要的3D打印方法及其在建筑行业的发展进行了全面而实际的研究。此外,由于材料行业的发展,以及在混凝土3D打印中使用不同类型胶凝材料的优缺点,对opc基材料和地聚合物基材料的使用进行了回顾和比较。
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引用次数: 0
Implementation of a new coding scheme for improving the SET operations in Phase Change Memory (PCM) 一种改进相变存储器(PCM)中SET操作的新编码方案的实现
Pub Date : 2023-07-16 DOI: 10.31763/aet.v2i2.1006
M. Mohseni
Among Non-Volatile Memories (NVMs), PCMs are considered the best alternative to DRAM (dynamic random-access memories). As a result of its superior performance and scalability, there are several advantages over DRAM, including lower leakage and energy consumption, higher cell number, and smaller cells. This kind of memory does, however, suffer from a long write latency. In this article, we present a technique to reduce write latency by reducing the number of SET operations. The proposed method is an improved Write Time Speed-up (WTS) code scheme. In the proposed scheme, a new code based on hamming weight is given, and an appropriate algorithm is written to reduce the number of SET operations. Compared with current methods, the proposed scheme decreased SET and RESET operations by 3.9 percent, SET operations by 3.3 percent, and power consumption by 2.6 percent. Visual Basic 6 and GEM 5 simulations are used to simulate the suggested method
在非易失性存储器(nvm)中,pcm被认为是动态随机存取存储器(DRAM)的最佳替代品。由于其优越的性能和可扩展性,与DRAM相比有几个优势,包括更低的泄漏和能耗、更高的单元数和更小的单元。然而,这种类型的内存确实有很长的写入延迟。在本文中,我们介绍了一种通过减少SET操作的数量来减少写延迟的技术。该方法是一种改进的写时间加速(WTS)编码方案。在该方案中,给出了一种基于汉明权值的新编码,并编写了一种合适的算法来减少SET操作的次数。与目前的方法相比,所提出的方案将SET和RESET操作减少3.9%,SET操作减少3.3%,功耗减少2.6%。利用Visual Basic 6和GEM 5仿真对所提出的方法进行了仿真
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引用次数: 1
Optimization Model for Determining Global Solar Radiation in the Northeastern States of Nigeria Using Both Meteorological and Satellite Imagery Data 利用气象和卫星图像资料确定尼日利亚东北部各州全球太阳辐射的优化模式
Pub Date : 2023-05-24 DOI: 10.31763/aet.v2i2.1039
M. K. Salihu
This study presents an optimization model for determining global solar radiation in the northeastern region of Nigeria using a combination of meteorological data and satellite imagery. Ten recent models were chosen from the literature review and optimized to select the one that best fits the study region. Two models were developed to provide accurate solar radiation predictions, which can be used to improve the planning and implementation of a solar energy project in the region. The model integrates the Angstrom-Prescott model with various climate parameters such as Temperature (∆T), relative humidity (RH), location latitude (Φ), solar declination angle (δ), and the number of days in a year (n) with satellite image data to determine the global solar radiation. The finding of optimization models shows that the model10 performed very well with minimum error as Mean Base Error (0.028), Mean Percentage Error (-0.001), Root Mean Square Error (0.098), and coefficient of determination R2 (0.994), which suggested as the optimized model for determining of global solar radiation in northeastern Nigeria. The two models were developed, that is, proposed Model1 and proposed Model2. Proposed Model1 slightly overestimated the global solar radiation with Mean Base Error (-0.863), Mean Percentage Error (-0.039), Root Mean Square Error (2.990), and coefficient of determination R2 (0.745), while proposed Model2 performed better with Mean Base Error (-0.005), Mean Percentage Error (0.0003), Root Mean Square Error (0.02) with the coefficient of determination R2 (0.985). The proposed models were validated using the suggested optimized model10 and satellite data model, which show that the proposed model can accurately determine global solar radiation in the northeastern region of Nigeria. This study's findings will benefit the region's solar energy project developers, researchers, and policymakers.
本研究提出了一个利用气象数据和卫星图像相结合确定尼日利亚东北部地区全球太阳辐射的优化模型。从文献综述中选取10个最新的模型,并进行优化,选出最适合研究区域的模型。开发了两个模型来提供准确的太阳辐射预测,可用于改进该地区太阳能项目的规划和实施。该模式将Angstrom-Prescott模式与温度(∆T)、相对湿度(RH)、位置纬度(Φ)、太阳赤纬角(δ)、一年的日数(n)等各种气候参数与卫星图像数据相结合,确定全球太阳辐射。优化模型的结果表明,模型10具有最小的误差,平均基误差(0.028),平均百分比误差(-0.001),均方根误差(0.098),决定系数R2(0.994),可以作为确定尼日利亚东北部全球太阳辐射的优化模型。开发了两个模型,即建议的模型1和建议的模型2。模型1对全球太阳辐射有轻微高估,平均基数误差(-0.863)、平均百分比误差(-0.039)、均方根误差(2.990)、决定系数R2(0.745);模型2对全球太阳辐射有较好的估计,平均基数误差(-0.005)、平均百分比误差(0.0003)、均方根误差(0.02),决定系数R2(0.985)。利用优化模型10和卫星数据模型对模型进行了验证,结果表明,该模型能够准确地确定尼日利亚东北部地区的全球太阳辐射。这项研究的发现将使该地区的太阳能项目开发商、研究人员和政策制定者受益。
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引用次数: 0
New Classes of Exponentially General Nonconvex Variational Inequalities 一类新的指数一般非凸变分不等式
Pub Date : 2023-05-18 DOI: 10.31763/aet.v2i2.1020
M. Noor, K. Noor
In this paper, some new classes of exponentially general nonconvex variational inequalities are introduced and investigated. Several special cases are discussed as applications of these nonconvex variational inequalities. Projection technique is used to establish the equivalence between the non covex variational inequalities and fixed point problem. This equivalent formulation is used to discuss the existence of the solution. Several inertial type methods are suggested and analyzed for solving exponentially general nonconvex variational inequalities. using the technique of the projection operator and dynamical systems. Convergence analysis of the iterative methods is analyzed under suitable and appropriate weak conditions. In this sense, our result can be viewed as improvement and refinement of the previously known results. Our methods of proof are very simple as compared with other techniques.
本文引入并研究了一类新的指数型一般非凸变分不等式。讨论了这些非凸变分不等式在一些特殊情况下的应用。利用投影技术建立了非凸变分不等式与不动点问题的等价性。用这个等价公式讨论了解的存在性。提出并分析了几种求解指数型一般非凸变分不等式的惯性型方法。利用投影算子和动力系统技术。在适当和适当的弱条件下,分析了迭代方法的收敛性。从这个意义上说,我们的结果可以看作是对先前已知结果的改进和细化。与其他技术相比,我们的证明方法很简单。
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引用次数: 0
Feasibility of floating solar photovoltaic systems (FSPVs) development in Nigeria: an economic cost appraisal case study 浮动太阳能光伏系统(fspv)在尼日利亚发展的可行性:经济成本评估案例研究
Pub Date : 2023-05-04 DOI: 10.31763/aet.v2i2.1012
S. O. Effiom
This study focused on evaluating the economic cost viability of developing a floating solar photovoltaic systems (FSPVs) project in Nigeria, using Ikang river, Bakassi as an incident study. The FSPVs was designed using the HOMER software to satisfy full load requirements of 2426.45 kWh/day, while appraising the viability of the FSPVs in incident study. Meteorological data of the incident study location which include geographical coordinates, ambient temperature, and global horizontal irradiance were used to select a suitable FSPVs design for the cost appraisal. Lifecycle cost model was further developed to evaluate the proposed FSPVs at different project development phases. These include: predevelopment and consenting (PC), procurement and acquisition (PA), installation and commissioning (IC), operation and maintenance (OM), and decommissioning and disposal (DD). The results obtained showed that the net present cost, Levelized cost of energy, and operating cost of the project were 10,350,933.25USD, 0.90USD/kWh, and 179,164.73USD, respectively. Also, the capital expenditure (CAPEX) amassed by 81.53% of the entire project cost, while operating expenditure (OPEX) was 18.47%. Furthermore, installation, support systems, predevelopment and project management, contingencies, indirect cost, and electrical equipment were the key drivers of the project. For the lifecycle stages; PC, PA, IC, OM and DD were obtained to be 12%, 57.9%, 11.6%, 9.96%, and 8% respectively of the project cost. Thus, the incident study location has the potential for FSPVs development and has proven to be economically viable. Nevertheless, established model was suitable in appraising preliminary variations in FSPVs.
本研究的重点是评估在尼日利亚开发浮动太阳能光伏系统(fspv)项目的经济成本可行性,使用Bakassi的Ikang河作为事件研究。采用HOMER软件设计fspv,以满足2426.45 kWh/day的满负荷需求,同时在事故研究中评估fspv的可行性。利用事故研究地点的气象数据,包括地理坐标、环境温度和全球水平辐照度,选择合适的fspv设计进行成本评估。进一步开发了生命周期成本模型,以评估不同项目开发阶段拟议的fspv。这些步骤包括:预开发和许可(PC)、采购和采购(PA)、安装和调试(IC)、操作和维护(OM)以及退役和处置(DD)。计算结果表明,该项目净现值成本为10350,933.25美元,能源平净成本为0.90美元/千瓦时,运行成本为179,164.73美元/千瓦时。此外,资本支出(CAPEX)占整个项目成本的81.53%,而运营支出(OPEX)占18.47%。此外,安装、支持系统、预开发和项目管理、突发事件、间接成本和电气设备是项目的关键驱动因素。对于生命周期阶段;PC、PA、IC、OM、DD分别占工程造价的12%、57.9%、11.6%、9.96%、8%。因此,事故研究地点具有开发fspv的潜力,并且已被证明具有经济可行性。然而,所建立的模型适合于评价fspv的初步变化。
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引用次数: 1
Study of permanent residential management in Tondo Village, Palu City 帕卢市通多村常住居民管理研究
Pub Date : 2022-11-01 DOI: 10.31763/aet.v1i2.673
H. Salenda, S. M. Malik, F. Julia, M. Munawir
Currently the regional government of Central Sulawesi Province through the Ministry of PUPR has built several permanent residential units (Huntap) for victims of the natural disaster on September 28 2018 that occurred in Palu City, one of which is located in Tondo Village, right behind the Tadulako University Campus. However, based on the results of the initial survey that had been carried out, there were still some things that were not given much attention, such as the provision of housing facilities and infrastructure as well as the shape of houses and their locations that did not respond to the topographic climatic conditions in Palu City. Based on the above premise, regarding the importance of permanent housing arrangement for victims of natural disasters, a problem can be formulated, namely "What is the concept of permanent housing arrangement in Tondo Village with a healthy shelter-based approach?"This study uses a rationalistic approach. The rationalistic approach is an approach that sees truth not solely from empirical conditions but also from argumentation as a part of thinking construction. To collect information and obtain data that is directly related to the research, a direct observation was carried out which included observation at the permanent residential location of Tondo Village which was the object of this study.The design concept carried out in the arrangement of permanent housing in Tondo Village is to formulate the concept of providing housing facilities and infrastructure. In addition to this, the model of residential buildings is also designed to be more attractive, so that it will be different from the appearance of permanent residential buildings that currently exist. The house design is maximized to be able to respond to the climate around a permanent residence, so as to be able to produce designs that guarantee the health of the residents of the house. The structural system used is no different from existing huntap building structural system, namely the simple healthy instant house structure system (RISHA).
目前,中苏拉威西省地方政府通过PUPR部为2018年9月28日在帕卢市发生的自然灾害的受害者建造了几个永久性住宅单元(Huntap),其中一个位于Tadulako大学校园后面的Tondo村。然而,根据已经进行的初步调查的结果,仍然有一些事情没有得到太多的关注,例如住房设施和基础设施的提供以及房屋的形状及其位置与帕卢市的地形气候条件不相适应。基于上述前提,关于为自然灾害受害者安排永久性住房的重要性,可以提出一个问题,即“以健康的庇护所为基础的Tondo村永久性住房安排的概念是什么?”这项研究采用了一种理性的方法。理性主义方法是一种不仅从经验条件而且从论证作为思维建构的一部分来看待真理的方法。为了收集信息和获得与研究直接相关的数据,进行了直接观察,其中包括在Tondo村的永久居住地进行观察,这是本研究的对象。在Tondo村的永久住房安排中实施的设计理念是制定提供住房设施和基础设施的概念。除此之外,住宅建筑的模型也被设计得更有吸引力,这样它就会不同于目前存在的永久性住宅建筑的外观。住宅的设计是最大化的,以便能够响应永久住宅周围的气候,从而能够产生保证住宅居民健康的设计。所使用的结构体系与现有的狩猎建筑结构体系没有什么不同,即简单健康的即时房屋结构体系(RISHA)。
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引用次数: 0
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