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Spatial data science for data driven urban planning: The youth economic discomfort index for Rome 数据驱动城市规划的空间数据科学:罗马青年经济不适指数
Q3 Engineering Pub Date : 2021-04-04 DOI: 10.36756/JCM.V2.3.8
Iacopo Testi, Diego Pajarito, N. Roberto, Carmen Greco
Today, a consistent segment of the world’s population lives in urban areas, and this proportion will vastly increase in the next decades. Therefore, understanding the key trends in urbanization, likely to unfold over the coming years, is crucial to the implementation of sustainable urban strategies. In parallel, the daily amount of digital data produced will be expanding at an exponential rate during the following years. The analysis of various types of data sets and its derived applications have incredible potential across different crucial sectors such as healthcare, housing, transportation, energy, and education. Nevertheless, in city development, architects and urban planners appear to rely mostly on traditional and analogical techniques of data collection. This paper investigates the prospective of the data science field, appearing to be a formidable resource to assist city managers in identifying strategies to enhance the social, economic, and environmental sustainability of our urban areas. The collection of different new layers of information would definitely enhance planners' capabilities to comprehend more in-depth urban phenomena such as gentrification, land use definition, mobility, or critical infrastructural issues. Specifically, the research results correlate economic, commercial, demographic, and housing data with the purpose of defining the youth economic discomfort index. The statistical composite index provides insights regarding the economic disadvantage of citizens aged between 18 years and 29 years, and results clearly display that central urban zones and more disadvantaged than peripheral ones. The experimental set up selected the city of Rome as the testing ground of the whole investigation. The methodology aims at applying statistical and spatial analysis to construct a composite index supporting informed data-driven decisions for urban planning.
今天,世界上有一部分人口生活在城市地区,这一比例在未来几十年将大幅增加。因此,了解未来几年可能出现的城市化的主要趋势,对于实施可持续城市战略至关重要。与此同时,在接下来的几年里,每天产生的数字数据量将以指数级的速度增长。对各种类型的数据集的分析及其衍生应用在医疗保健、住房、交通、能源和教育等不同关键部门具有令人难以置信的潜力。然而,在城市发展中,建筑师和城市规划者似乎主要依赖于传统和类比的数据收集技术。本文调查了数据科学领域的前景,这似乎是一种强大的资源,可以帮助城市管理者确定提高我们城市地区社会、经济和环境可持续性的战略。收集不同的新信息层肯定会提高规划者理解更深入城市现象的能力,如绅士化、土地使用定义、流动性或关键的基础设施问题。具体而言,研究结果将经济、商业、人口和住房数据与定义青年经济不适指数的目的相关联。统计综合指数提供了关于18岁至29岁公民经济劣势的见解,结果清楚地表明,中心城区比外围城区更弱势。实验机构选择罗马市作为整个调查的试验场。该方法旨在应用统计和空间分析构建一个综合指数,支持城市规划的知情数据驱动决策。
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引用次数: 1
Evaluation of environmental, technical, and economic indicators of a fused deposition modelling process 熔融沉积建模过程的环境、技术和经济指标评估
Q3 Engineering Pub Date : 2021-04-04 DOI: 10.36756/JCM.V2.3.7
M. Yosofi, Sonia Ezeddini, Anaïs Ollivier, V. Lavaste, C. Mayousse
Additive manufacturing processes have changed significantly in a wide range of industries and their application progressed from rapid prototyping to production of end-use products. However, their environmental impact is still a rather open question. In order to support the growth of this technology in the industrial sector, environmental aspects should be considered and predictive models may help monitor and reduce the environmental footprint of the processes. This work presents predictive models based on a previously developed methodology for the environmental impact evaluation combined with a technical and economical assessment. Here we applied the methodology to the Fused Deposition Modeling process. First, we present the predictive models relative to different types of machines. Then, we present a decision-making tool designed to identify the optimum manufacturing strategy regarding technical, economic, and environmental criteria. Keywords—Additive manufacturing, decision-makings, environmental impact, predictive models.
增材制造工艺在各个行业都发生了重大变化,其应用从快速原型设计发展到最终用途产品的生产。然而,它们对环境的影响仍然是一个相当悬而未决的问题。为了支持这项技术在工业部门的发展,应考虑环境因素,预测模型可能有助于监测和减少工艺的环境足迹。这项工作提出了基于先前开发的环境影响评估方法与技术和经济评估相结合的预测模型。在这里,我们将该方法应用于熔融沉积建模过程。首先,我们介绍了与不同类型机器相关的预测模型。然后,我们提出了一个决策工具,旨在确定有关技术、经济和环境标准的最佳制造战略。关键词——增材制造,决策,环境影响,预测模型。
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引用次数: 1
Publicizing construction firms by cryptocurrency 通过加密货币宣传建筑公司
Q3 Engineering Pub Date : 2021-04-02 DOI: 10.36756/JCM.V2.3.1
Farid Sartipi
Growth as an inevitable human nature roots even in our business operation. Private entities, similarly, in seek of expansion and maybe more influence over their area of expertise, decide to go public in a certain point of time. The timing to move from private to public, indeed, is a critical factor in the future success of the business. In the traditional capitalist structure of this move, small private companies, which are defined by the Australian Securities and Investments Commission as those entities with consolidated revenue of less than $50 million per year, choose between sellout to a parent firm or Initial Public Offering (IPO). Both options have their own advantages and disadvantages. Yet, they are both complex, highly regulated, costly, and frustrating which are truly major drawbacks for small entities. Failure to go public caused by these drawbacks results in death of small businesses and loss of jobs which is followed by terrible socio-economic consequences. To avoid the conventional frustrating publicity of the private firms, in this article, utilization of cryptocurrency as the modern financial instrument is discussed. Digital currencies enable fast transition, globalization, grassroot economy, and social justice.
成长作为一种不可避免的人性,甚至植根于我们的商业运作。同样,私营实体为了寻求扩张,或者在其专业领域获得更大的影响力,决定在某个时间点上市。事实上,从私有到上市的时机是企业未来成功的关键因素。在这一举措的传统资本主义结构中,小型私营公司(澳大利亚证券和投资委员会将其定义为每年综合收入低于5000万美元的实体)在出售给母公司或首次公开募股(IPO)之间做出选择。两种选择都有各自的优点和缺点。然而,它们都是复杂的、高度监管的、昂贵的、令人沮丧的,这些都是小实体真正的主要缺点。由于这些缺点导致的未能上市导致小企业死亡和失业,随之而来的是可怕的社会经济后果。为了避免私营企业传统的令人沮丧的宣传,本文讨论了加密货币作为现代金融工具的利用。数字货币可以实现快速转型、全球化、基层经济和社会正义。
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引用次数: 3
Role of sequestration of CO2 due to the carbonation in total CO2 emission balance in concrete life 碳化作用对混凝土寿命中二氧化碳排放总量平衡的固存作用
Q3 Engineering Pub Date : 2021-04-02 DOI: 10.36756/JCM.V2.3.4
P. Woyciechowski
Calculation of the carbon footprint of cement concrete is a complex process including consideration of the phase of primary life (components and concrete production processes, transportation, construction works, maintenance of concrete structures) and secondary life, including demolition and recycling. Taking into consideration the effect of concrete carbonation can lead to a reduction in the calculated carbon footprint of concrete. In this paper, an example of CO2 balance for small bridge elements made of Portland cement reinforced concrete was done. The results include the effect of carbonation of concrete in a structure and of concrete rubble after demolition. It was shown that important impact of carbonation on the balance is possible only when rubble carbonation is possible. It was related to the fact that only the sequestration potential in the secondary phase of concrete life has significant value. Keywords—Carbon footprint, balance of carbon dioxide in nature, concrete carbonation, the sequestration potential of concrete.
水泥混凝土碳足迹的计算是一个复杂的过程,包括考虑初级生命阶段(组件和混凝土生产过程,运输,建筑工程,混凝土结构的维护)和次级生命阶段,包括拆除和回收。考虑到混凝土碳化的影响,可以减少混凝土的计算碳足迹。本文以硅酸盐水泥钢筋混凝土小桥构件为例,进行了CO2平衡计算。研究结果包括结构中混凝土碳化和拆除后混凝土碎石碳化的影响。结果表明,只有当碎石碳酸化发生时,碳酸化才可能对平衡产生重要影响。这与只有混凝土寿命第二阶段的固存电位才具有显著价值有关。关键词:碳足迹,自然界二氧化碳平衡,混凝土碳化,混凝土固碳潜力
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引用次数: 0
Analysis of wastewater disposal in depleted tight gas reservoirs: A sustainable resources approach 枯竭型致密气藏废水处理的可持续资源分析
Q3 Engineering Pub Date : 2021-03-28 DOI: 10.36756/JCM.SI1.4
Amin Taghavinejad, S. Shafeie, Armin Shirbazo
Wastewater injection into oil and gas fields is implemented for various purposes via injection wells. Disposing of wastewater, which is mostly waste saltwater produced with hydrocarbons in oil and gas fields, into underground petroleum reservoirs are usually tied with environmental purposes. Injection of wastewater into geologic strata may encompass different applications: hazardous or non-hazardous wastewater disposal, enhanced recovery from petroleum reservoirs or merely wastewater storage. Aside from the purpose of wastewater injection, modeling of wastewater flow in porous media of underground rock strata can be challenging in different petroleum reservoirs and wells. In this study, a tight gas reservoir (TGR)—as a large-scale sustainable material to store wastewater—is considered to be studied for water disposal via a multistage fractured horizontal well (MSFHW) by numerical simulation. Host rock layer is considered to be initially saturated with low-pressure methane gas and water injection has to be performed through the hydraulic fractures of the MSFHW into the rock pore volume. Injection is performed under constant bottomhole flowing pressure and several sensitivity analyses are investigated to outline important rock characteristics in TGRs affecting performance of wastewater injection into them.
通过注入井将废水注入油气田,用于各种目的。将废水(主要是油气田中碳氢化合物产生的废盐水)处理到地下石油储层通常与环境目的有关。将废水注入地质地层可能包括不同的应用:危险或非危险废水处理、提高石油储层的回收率或仅用于废水储存。除了注入废水的目的外,在不同的油藏和油井中,地下岩层多孔介质中废水流动的建模可能具有挑战性。在本研究中,考虑通过数值模拟研究致密气藏(TGR)作为一种大规模可持续的废水储存材料,通过多级压裂水平井(MSFHW)进行水处理。主岩层最初被认为是低压甲烷气体饱和的,必须通过MSFHW的水力裂缝向岩石孔隙体积注水。在恒定的井底流动压力下进行注入,并进行了几项敏感性分析,以概述TGR中影响废水注入性能的重要岩石特征。
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引用次数: 1
CO2 Capture and Storage Performance Simulation in Depleted Shale Gas Reservoirs as Sustainable Carbon Resources 作为可持续碳资源的枯竭页岩气藏CO2捕获和储存性能模拟
Q3 Engineering Pub Date : 2021-03-14 DOI: 10.36756/JCM.SI1.3
Armin Shirbazo, Amin Taghavinejad, S. Bagheri
Underground carbon capture and sequestration (CCS) is a useful technique for separating this kind of greenhouse gas from atmosphere and store it under the surface of the earth. As a matter of fact, CO2 can be transferred to underground petroleum reservoirs which are initially contained oil and gas, or aquifers which are initially saturated with water. This kind of CCS takes place using an injection well which is drilled from surface to the target underground bedrocks. A shale gas reservoir (SGR) is a type of petroleum gas reservoir in which natural gas is stored in ultra-tight pores of the shale rock. In this study, a flow modeling analysis in SGR with a multi-stage fractured horizontal well (MSFHW) is conducted using numerical simulation. In this shale layer, a horizontal well is drilled and several transverse hydraulic fractures, for increasing the flow efficiency between the well and porous medium, are created. The studied SGR – a depleted reservoir acting as a macroscopic sustainable material for the CCS – is initially saturated with methane gas, and carbon dioxide is required to be injected for the storage. The most outstanding results of this study is about sensitivity analyses for SGR permeability with different conditions of gas adsorption and stress-dependent permeability which are from important features of SGRs. The results show a minor reduction in cumulative gas injection due to the effect of stress-dependent permeability in all measures for reservoir permeabilities. Furthermore, gas sorption shows a considerable positive correlation with CO2 storage response in high-permeability SGR and a minor increasing effect on SGRs with lower permeability values.
地下碳捕获与封存技术(CCS)是一种将温室气体从大气中分离并储存在地表下的有用技术。事实上,二氧化碳可以转移到最初含有石油和天然气的地下油藏,或者最初饱和水的含水层。这种CCS是通过从地面钻到目标地下基岩的注入井来实现的。页岩气储层(SGR)是一种天然气储存在页岩超致密孔隙中的油气藏。本文采用数值模拟的方法,对多级压裂水平井进行了SGR渗流模型分析。在该页岩层中,钻一口水平井,并形成几条横向水力裂缝,以提高井与多孔介质之间的流动效率。所研究的SGR是一个枯竭的储层,作为CCS的宏观可持续材料,它最初被甲烷气体饱和,需要注入二氧化碳进行储存。本研究最突出的成果是SGR渗透率在不同气体吸附条件下的敏感性分析和应力依赖性分析,这是SGR的重要特征。结果表明,在所有储层渗透率测量中,由于应力相关渗透率的影响,累积注气量略有减少。此外,在高渗透率的SGR中,气体吸附与CO2储存响应呈显著正相关,而在低渗透率的SGR中,气体吸附对CO2储存响应的增加作用较小。
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引用次数: 9
Effect of temperature and salt on PVDF membrane wetting properties 温度和盐对PVDF膜润湿性能的影响
Q3 Engineering Pub Date : 2021-02-14 DOI: 10.36756/JCM.SI1.2
K. Jiang, Hooman Chamani, T. Matsuura, D. Rana, C. Lan
Membrane distillation (MD) is a thermally driven separation process. Despite many advantages over other membrane separation processes, pore wetting hampers the wide commercial applications of the MD process. In this paper, the effect of temperature and presence (or absence) of salt in the feed solution on the wetting properties of commercial polyvinylidene fluoride (PVDF) membrane during a period of eight weeks was investigated. Liquid entry pressure (LEP) and water contact angle (WCA) were employed to characterize the wetting properties of the PVDF membrane. The result shows that the temperature has a significant impact on the decrease of the contact angle of the PVDF membrane.
膜蒸馏(MD)是一种热驱动的分离过程。尽管与其他膜分离工艺相比有许多优点,但孔隙润湿阻碍了MD工艺的广泛商业应用。本文研究了温度和进料溶液中盐的存在(或不存在)对商用聚偏氟乙烯(PVDF)膜8周润湿性能的影响。采用液体进入压力(LEP)和水接触角(WCA)表征了PVDF膜的润湿性能。结果表明,温度对PVDF膜接触角的减小有显著影响。
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引用次数: 3
Dynamic data processing for building energy consumption 建筑能耗的动态数据处理
Q3 Engineering Pub Date : 2021-01-02 DOI: 10.36756/jcm.v2.2.4
Farid Sartipi
With the growing attention to smart buildings, local governments are seeking practical ways to optimize the energy consumption of commercial buildings. An ideal smart building is capable of monitoring its own energy consumption and adjusting the operation of electric devices, being lighting and air conditioners, based on the occupant behaviour. In this study, data had been obtained from the monitoring sensors in a commercial building located in the heart of Sydney from 2013 until 2020 on a 15-minute time intervals. The data derivation and analysis are intrinsically static at the moment which makes it difficult for building management to make instantaneous decision regarding the measures to be taken for a lower energy consumption. Using data analysis and visualization tools in Tableau, this study provides detailed insights about the trends in energy consumption in the given building. The outcomes facilitate the decision making for building management and can be seen as a milestone towards a dynamic optimization protocol in a bigger picture which is introduced in the second part of this study.
随着人们对智能建筑的日益关注,地方政府正在寻求切实可行的方法来优化商业建筑的能耗。理想的智能建筑能够监测自身的能耗,并根据居住者的行为调整照明和空调等电气设备的运行。在这项研究中,数据是从2013年至2020年位于悉尼市中心的一栋商业建筑的监测传感器中获得的,时间间隔为15分钟。数据推导和分析目前本质上是静态的,这使得建筑管理部门很难就降低能耗的措施做出即时决策。本研究使用Tableau中的数据分析和可视化工具,详细了解了给定建筑的能源消耗趋势。这些结果有助于建筑管理的决策,可以被视为本研究第二部分介绍的动态优化协议的一个里程碑。
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引用次数: 1
Preliminary structural design for extraterrestrial buildings 外星建筑初步结构设计
Q3 Engineering Pub Date : 2021-01-02 DOI: 10.36756/jcm.v2.2.3
Fard Sartipi
The adventurous human nature had recently expanded to extraterrestrial habitation. Public billion-dollar companies such as SpaceX and Blue Origin are investing extra ordinary capitals in space exploration. Australian Space Agency had also joined the space competition in 2018 in a so-called Mars mission. Although might sound far reaching, the idea of building human habitats on Mars requires well evaluated engineering design in the first stage as the cost of transporting equipment and materials as light as a kilogram to another planet is a massive financial burden. Throughout this passage, the effect of gravity, atmospheric pressure, and radiation on extra terrestrial buildings will be discussed. Following that a cylindrical structure as the most stable type of shell against internal pressure will be analyzed.
冒险的人性最近扩展到了地外居住。太空探索技术公司(SpaceX)和蓝色起源公司(Blue Origin)等价值数十亿美元的上市公司正在太空探索中投入额外的普通资本。澳大利亚航天局也在2018年参加了所谓的火星任务的太空竞赛。尽管听起来可能遥不可及,但在火星上建造人类栖息地的想法需要在第一阶段进行充分评估的工程设计,因为将轻至一公斤的设备和材料运输到另一个星球的成本是一个巨大的财政负担。在这篇文章中,将讨论重力、大气压力和辐射对地外建筑的影响。接下来,将分析圆柱形结构作为抵抗内压最稳定的壳体类型。
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引用次数: 0
Wood ashes from electrostatic filter as a replacement for the fly ashes in concrete 静电过滤器产生的木灰代替混凝土中的飞灰
Q3 Engineering Pub Date : 2021-01-02 DOI: 10.36756/jcm.v2.2.6
Piotr-Robert Lazik, H. Garrecht
Many concrete technologists are looking for a solution to replace Fly Ashes that would be unavailable in a few years as an element that occurs as a major component of many types of concrete. The importance of such component is clear - it saves cement and reduces the amount of CO2 in the atmosphere that occurs during cement production. Wood Ashes from electrostatic filter can be used as a valuable substitute in concrete. The laboratory investigations showed that the wood ash concrete had a compressive strength comparable to coal fly ash concrete. These results indicate that wood ash can be used to manufacture normal concrete.
许多混凝土技术人员正在寻找一种解决方案,以取代几年后无法获得的飞灰,作为许多类型混凝土的主要成分。这种成分的重要性是显而易见的——它可以节省水泥,并减少水泥生产过程中大气中的二氧化碳含量。静电除尘器产生的木灰可作为一种有价值的混凝土替代品。实验室调查表明,木灰混凝土的抗压强度与粉煤灰混凝土相当。这些结果表明,木灰可以用于制造普通混凝土。
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引用次数: 3
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