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PROCEEDINGS OF THE INTERNATIONAL CONFERENCE OF COMPUTATIONAL METHODS IN SCIENCES AND ENGINEERING 2019 (ICCMSE-2019)最新文献

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Computational investigations of bioinorganic complexes: The case of calcium, gold and platinum ions 生物无机配合物的计算研究:以钙、金和铂离子为例
R. Paciotti, Iogann Tolbatov, A. Marrone, L. Storchi, N. Re, C. Coletti
Metals play an important role in many biological systems, not to mention that their use in the formulation of drugs with novel modes of action has boosted the investigations aimed at elucidating their reaction mechanisms. At variance with carbon-based (or purely organic) molecules which nowadays may be described rather satisfactorily with molecular mechanics, molecules involving metals cannot do without a proper quantum mechanical treatment of the metal atoms. For this reason, in the last years we have been investigating a wealth of methods ranging from pure quantum mechanical ones to multilayered approaches which allow the calculation of detailed information related to the structure, the dynamics and the reaction mechanisms of metal-based biomolecules or drugs.Metals play an important role in many biological systems, not to mention that their use in the formulation of drugs with novel modes of action has boosted the investigations aimed at elucidating their reaction mechanisms. At variance with carbon-based (or purely organic) molecules which nowadays may be described rather satisfactorily with molecular mechanics, molecules involving metals cannot do without a proper quantum mechanical treatment of the metal atoms. For this reason, in the last years we have been investigating a wealth of methods ranging from pure quantum mechanical ones to multilayered approaches which allow the calculation of detailed information related to the structure, the dynamics and the reaction mechanisms of metal-based biomolecules or drugs.
金属在许多生物系统中发挥着重要作用,更不用说它们在具有新作用模式的药物配方中的应用促进了旨在阐明其反应机制的研究。与现在可以用分子力学相当满意地描述的碳基(或纯有机)分子不同,涉及金属的分子离不开对金属原子进行适当的量子力学处理。因此,在过去的几年里,我们一直在研究大量的方法,从纯量子力学的方法到多层方法,这些方法允许计算与金属基生物分子或药物的结构,动力学和反应机制相关的详细信息。金属在许多生物系统中发挥着重要作用,更不用说它们在具有新作用模式的药物配方中的应用促进了旨在阐明其反应机制的研究。与现在可以用分子力学相当满意地描述的碳基(或纯有机)分子不同,涉及金属的分子离不开对金属原子进行适当的量子力学处理。因此,在过去的几年里,我们一直在研究大量的方法,从纯量子力学的方法到多层方法,这些方法允许计算与金属基生物分子或药物的结构,动力学和反应机制相关的详细信息。
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引用次数: 11
Value of travel time: An economic assessment for transport appraisal decision-makers 出行时间价值:交通评估决策者的经济评估
G. Acampa, D. Ticali, C. Parisi
The continuous growth of vehicles on the road and the consequent traffic congestion, especially in suburban areas, is a source for major concern. It impacts negatively on the operating costs of infrastructures and on the social and economic life in the surrounding area. From an economic perspective, travel time for the displacement between two junctions of a network is one of the most significant factors to be taken into consideration. On this basis, the designer decides on the level of service and the type of infrastructure to be built and the traveller assesses the alternatives to the existing modes of transport and his willingness to face the associated cost. In Europe, United Kingdom (UK) was the first country to value travel time in the early 1960s. Moreover, until 2011, it contributed to the estimation of the monetary value of time for 60% of international studies within the EU. The UK Department for Transport (DfT) adopts the Transport Analysis Guidance (WebTAG) as useful transport planning and design tool. This paper discusses on the guidelines and software tools adopted for the economic evaluation of transport interventions in UK and Italy, highlighting particularly, the values and methods for estimating the value of time (VOT) in both countries. We propose a strong integration of the two models taking into account the numerous parameters examined in UK and at the same time the method’s easy applicability for countries with different development conditions and needs.
道路上车辆的持续增长和随之而来的交通拥堵,特别是在郊区,是一个令人担忧的问题。它对基础设施的运营成本和周边地区的社会经济生活产生了负面影响。从经济的角度来看,网络两个结点之间的位移的旅行时间是需要考虑的最重要的因素之一。在此基础上,设计师决定服务水平和要建设的基础设施类型,出行者评估现有交通方式的替代方案以及他愿意面对相关成本的意愿。在欧洲,20世纪60年代初,英国是第一个重视旅行时间的国家。此外,直到2011年,欧盟内部60%的国际研究都是用它来估算时间的货币价值。英国交通部(DfT)采用交通分析指南(WebTAG)作为有用的交通规划和设计工具。本文讨论了英国和意大利交通干预经济评估所采用的指导方针和软件工具,特别强调了两国估计时间价值(VOT)的价值和方法。考虑到在英国检验的众多参数,我们建议将这两个模型强有力地结合起来,同时该方法易于适用于具有不同发展条件和需求的国家。
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引用次数: 6
The future (Industry 4.0) is closer than we think. Will it also be ethical? 未来(工业4.0)比我们想象的更近。这也合乎道德吗?
P. Fobel, A. Kuzior
We live in an era when we are significantly confronted with new social trends which affect the living environment, sustainable life, migration processes, global social changes, and economic innovations, as well as new technologies and more efficient use of artificial intelligence. We perceive the future not only as a scientific and technological challenge, but also as an issue of ethical importance and potential ethical risks. Therefore the civilisation changes, such as the adaptation to the parameters of a new society under Industry 4.0, call for ethical caution and moral sensibility in order to reduce, or even eliminate, potential negative impacts on humans and their existential conditions. The use of robotics and artificial intelligence in various areas, such as in the field of law, education, construction of smart cities or public administration, gene technologies, housing, productivity, social services, industry, and the like also poses a new requirement. For example, the demand will grow for creative people, professionals having understanding for a human in a new environment, in everyday contact with artificial intelligence, new functioning of institutions, business transformation, and the entire social systems. They should be individuals able to response, in a creative manner, to specific situations and needs, new forms of self-realization. There will be a radical change in the area of personalisation, this including both the education and the personalised and individualised service, responses to individual requirements of a citizen, client, or consumer. Modern era was based on mass production and social revolutions. The social changes and shifts in values are mirrored by intellectual authorities, such as G. Lipovetsky who emphasises the necessity to adopt new ethical approach in relation to the new social paradigm. "Postmodern age is obsessed with information and self-expression" (Lipovetsky, 1998, p. 19). Individual ethics will gain its momentum, the ethics of other (third) type will be necessary, e.g. the ethics as presented by G. Lipovetsky: "Our era does not restore the rule of the "good old morality", it abandons it. In this sense, it is not possible to expect any changes of laws, any exploration of new moral values. Its ambition is to participate in solutions and changes, implement mechanisms of ethical prevalence, or the instruments of ethical supervision within social plans being prepared or already implemented.Its mission is to enrich the dialogue in the area of new trends with ethical questions, to extend the interdisciplinary discourse, to enter the dialogue within innovative projects and be an active player in such dialogues. Each change affects human and human’s integrity. Underestimation of professional opinions of ethical nature may generate an irreversible or dangerous situation which could put humans under threat. Solution of consequences without setting responsibilities, assessment of ethical risks may lead to serious so
这种范式的特点也应该在伦理中进行探索,并以建设性的方式进入科学和研究领域的话语,无论是在专业社会化领域还是在伦理工具的制度化领域,以便最大限度地减少新技术和与客户和合作伙伴相关的数字数据的使用的伦理风险和潜在的负面后果。我们生活在这样一个时代,我们明显面临着新的社会趋势,这些趋势影响着生活环境、可持续生活、移民过程、全球社会变化和经济创新,以及新技术和更有效地利用人工智能。我们认为,未来不仅是科学和技术的挑战,也是一个伦理重要性和潜在伦理风险的问题。因此,文明的变化,例如适应工业4.0下新社会的参数,要求道德谨慎和道德敏感性,以减少甚至消除对人类及其生存条件的潜在负面影响。机器人技术和人工智能在法律、教育、智慧城市建设或公共管理、基因技术、住房、生产力、社会服务、工业等各个领域的应用也提出了新的要求。例如,对创意的需求将会增长……
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引用次数: 24
The use of information and communication technologies to overcome reading difficulties. statistical comparison of reading results through the use of Letrinhas software 利用信息和通信技术克服阅读困难。通过Letrinhas软件对阅读结果进行统计比较
Célio Gonçalo Cardoso Marques, A. Manso, L. Grilo, Ana Paula Faria Ferreira, Ana Amélia Amorim Carvalho
Letrinhas is an information system created by the Polytechnic Institute of Tomar (Portugal), in partnership with a School Grouping (Portugal), to give support to elementary school children with reading difficulties. The software can be used on mobile devices, such as a tablet, and allows the evaluation and improvement of reading fluency. By promoting the development of students’ reading skills, it contributes to the development of autonomous readers and consequently to the improvement of school results. In order to evaluate the importance of Letrinhas software in the process of reading (children from 2nd and 3rd grade, with a mean age of 7/8 years old), two independent samples were collected, consisting of students from several primary schools. A sample is made up of students who have learned from Letrinhas (experimental group) and the other sample consists of students who have learned to read through the classic process (control group). In the students’ learning process there are two essential reading components: fluency and precision. To statistically compare the data gathered for the variables Fluency Index and Precision Index, in both groups (experimental and control), confidence intervals and (non)parametric tests were used. The differences between the two teaching methods of reading, observed in graphs and in the values of some descriptive statistical measures, are statistically significant (also the values obtained for the effect sizes measures are considerable). The positive impact of the Letrinhas software on the fluency and precision of reading, empirically identified by teachers, was statistically confirmed.Letrinhas is an information system created by the Polytechnic Institute of Tomar (Portugal), in partnership with a School Grouping (Portugal), to give support to elementary school children with reading difficulties. The software can be used on mobile devices, such as a tablet, and allows the evaluation and improvement of reading fluency. By promoting the development of students’ reading skills, it contributes to the development of autonomous readers and consequently to the improvement of school results. In order to evaluate the importance of Letrinhas software in the process of reading (children from 2nd and 3rd grade, with a mean age of 7/8 years old), two independent samples were collected, consisting of students from several primary schools. A sample is made up of students who have learned from Letrinhas (experimental group) and the other sample consists of students who have learned to read through the classic process (control group). In the students’ learning process there are two essential reading co...
Letrinhas是托马尔理工学院(葡萄牙)与学校集团(葡萄牙)合作创建的一个信息系统,旨在为有阅读困难的小学生提供支持。该软件可以在移动设备上使用,比如平板电脑,并允许评估和提高阅读流畅性。通过促进学生阅读技能的发展,有助于自主阅读者的发展,从而促进学校成绩的提高。为了评估Letrinhas软件在阅读过程中的重要性(二年级和三年级的儿童,平均年龄为7/8岁),我们收集了两个独立的样本,由来自几所小学的学生组成。一个样本由学习过Letrinhas的学生组成(实验组),另一个样本由学习过阅读经典过程的学生组成(对照组)。在学生的学习过程中,有两个重要的组成部分:流畅性和准确性。在两组(实验组和对照组)中,为了统计比较为变量流畅度指数和精度指数收集的数据,使用置信区间和(非)参数检验。两种阅读教学方法之间的差异,从图表和一些描述性统计测量的值中可以看出,在统计上是显著的(效应量测量的值也相当可观)。Letrinhas软件对阅读流畅性和准确性的积极影响,经教师实证鉴定,经统计证实。Letrinhas是托马尔理工学院(葡萄牙)与学校集团(葡萄牙)合作创建的一个信息系统,旨在为有阅读困难的小学生提供支持。该软件可以在移动设备上使用,比如平板电脑,并允许评估和提高阅读流畅性。通过促进学生阅读技能的发展,有助于自主阅读者的发展,从而促进学校成绩的提高。为了评估Letrinhas软件在阅读过程中的重要性(二年级和三年级的儿童,平均年龄为7/8岁),我们收集了两个独立的样本,由来自几所小学的学生组成。一个样本由学习过Letrinhas的学生组成(实验组),另一个样本由学习过阅读经典过程的学生组成(对照组)。在学生的学习过程中,有两种必不可少的阅读方式。
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引用次数: 0
Evaluation of academic burnout in college students. Application of SEM with PLS approach 大学生学业倦怠的评价。扫描电镜与PLS方法的应用
L. Grilo, A. Mubayi, K. Dinkel, B. Amdouni, Joy Ren, Mohini Bhakta
In several academic activities students experience a considerable stress in their daily life. Stressors may affect the mental and physical health of college students, leading some of them to the burnout syndrome. To evaluate this syndrome in students at Arizona State University (ASU), USA, a survey was conducted using a questionnaire previously developed, with ordinal variables. A theoretical Structural Equation Modeling (SEM) was proposed and the estimated model was obtained applying the Partial Least Squares (PLS) approach. Based on the PLS-SEM path coefficients, the latent construct behavioural stress has a direct effect on distress and insecurity, and an indirect effect on both quantitative demands and academic burnout. Both mediator constructs quantitative demands and distress have a direct effect on the academic burnout in students. A multi-group analysis was also conducted to compare the path coefficients of the estimated model by gender, but the differences are not statistically significant. These results allow a better understanding of burnout syndrome in ASU college students, which can severely limit their psychosocial well-being and performance.In several academic activities students experience a considerable stress in their daily life. Stressors may affect the mental and physical health of college students, leading some of them to the burnout syndrome. To evaluate this syndrome in students at Arizona State University (ASU), USA, a survey was conducted using a questionnaire previously developed, with ordinal variables. A theoretical Structural Equation Modeling (SEM) was proposed and the estimated model was obtained applying the Partial Least Squares (PLS) approach. Based on the PLS-SEM path coefficients, the latent construct behavioural stress has a direct effect on distress and insecurity, and an indirect effect on both quantitative demands and academic burnout. Both mediator constructs quantitative demands and distress have a direct effect on the academic burnout in students. A multi-group analysis was also conducted to compare the path coefficients of the estimated model by gender, but the differences are not statistically significant. These...
在一些学术活动中,学生在日常生活中承受着相当大的压力。压力源会影响大学生的身心健康,导致部分大学生出现倦怠综合征。为了评估美国亚利桑那州立大学(ASU)学生的这种综合征,使用先前开发的带有顺序变量的问卷进行了一项调查。提出了一种理论结构方程模型,并应用偏最小二乘方法得到了估计模型。基于PLS-SEM路径系数,潜在构念行为应激对焦虑和不安全感有直接影响,对定量需求和学业倦怠有间接影响。两种中介结构对学生学业倦怠均有直接影响。对估计模型的通径系数也进行了多组分析,按性别进行比较,但差异无统计学意义。这些结果让我们更好地理解了ASU大学生的倦怠综合征,这严重限制了他们的心理健康和表现。在一些学术活动中,学生在日常生活中承受着相当大的压力。压力源会影响大学生的身心健康,导致部分大学生出现倦怠综合征。为了评估美国亚利桑那州立大学(ASU)学生的这种综合征,使用先前开发的带有顺序变量的问卷进行了一项调查。提出了一种理论结构方程模型,并应用偏最小二乘方法得到了估计模型。基于PLS-SEM路径系数,潜在构念行为应激对焦虑和不安全感有直接影响,对定量需求和学业倦怠有间接影响。两种中介结构对学生学业倦怠均有直接影响。对估计模型的通径系数也进行了多组分析,按性别进行比较,但差异无统计学意义。这些……
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引用次数: 0
Examination of fresh water chemistry in maritime Antarctica during austral summer 2017 2017年南部夏季南极海域淡水化学研究
M. Szopińska, M. Ruman, R. Bialik, Ż. Polkowska
Due to the fact that Antarctica is one of the least polluted places on Earth, it is a perfect place to observe the spread of global pollution. Therefore, research conducted on this continent is important due to the possibility of investigating the type of pollution and their way of transport. This work considers presence of organic contaminants in Maritime Antarctica in unexplored until now, Lions Rump headland. Qualitative and quantitative analysis of samples were carried out in order to determine the content of analytes such as polycyclic aromatic hydrocarbons (PAHs). Among all determined PAHs in water samples the highest concentrations was observed for naphthalene and anthracene, which is the result of their higher volatility in comparison to the High Molecular Weight PAHs. The presence of PAHs in the water environment may constitute potential negative effect on Antarctic ecosystem and it should be investigated in detail. Moreover, possibility of undertaking various actions reducing contaminants emission are also very important. We hope that improved fossil fuel economy, and not only on the local scale, would help reduce PAH levels in Maritime Antarctica.Due to the fact that Antarctica is one of the least polluted places on Earth, it is a perfect place to observe the spread of global pollution. Therefore, research conducted on this continent is important due to the possibility of investigating the type of pollution and their way of transport. This work considers presence of organic contaminants in Maritime Antarctica in unexplored until now, Lions Rump headland. Qualitative and quantitative analysis of samples were carried out in order to determine the content of analytes such as polycyclic aromatic hydrocarbons (PAHs). Among all determined PAHs in water samples the highest concentrations was observed for naphthalene and anthracene, which is the result of their higher volatility in comparison to the High Molecular Weight PAHs. The presence of PAHs in the water environment may constitute potential negative effect on Antarctic ecosystem and it should be investigated in detail. Moreover, possibility of undertaking various actions reducing contaminants emissi...
由于南极洲是地球上污染最少的地方之一,它是观察全球污染扩散的理想场所。因此,在这个大陆上进行的研究很重要,因为有可能调查污染的类型和运输方式。这项工作考虑了南极海洋中有机污染物的存在,直到现在还没有被探索过,狮子臀岬。对样品进行了定性和定量分析,以确定多环芳烃(PAHs)等分析物的含量。在水样中检测到的所有多环芳烃中,萘和蒽的浓度最高,这是由于与高分子量多环芳烃相比,它们的挥发性更高。水环境中多环芳烃的存在可能对南极生态系统造成潜在的负面影响,应对此进行详细调查。此外,采取各种措施减少污染物排放的可能性也非常重要。我们希望提高化石燃料的经济性,而不仅仅是在局部范围内,将有助于减少南极海洋的多环芳烃水平。由于南极洲是地球上污染最少的地方之一,它是观察全球污染扩散的理想场所。因此,在这个大陆上进行的研究很重要,因为有可能调查污染的类型和运输方式。这项工作考虑了南极海洋中有机污染物的存在,直到现在还没有被探索过,狮子臀岬。对样品进行了定性和定量分析,以确定多环芳烃(PAHs)等分析物的含量。在水样中检测到的所有多环芳烃中,萘和蒽的浓度最高,这是由于与高分子量多环芳烃相比,它们的挥发性更高。水环境中多环芳烃的存在可能对南极生态系统造成潜在的负面影响,应对此进行详细调查。此外,采取各种措施减少污染物排放的可能性…
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引用次数: 0
Using trajectory log files as additional tool for dosimetry verification plan. A case in practice 使用轨迹日志文件作为剂量学验证计划的附加工具。一个实践案例
Stanislav Bozhikov, Filippa Vassileva, Karina Mitarova, B. Paarvanova, Bilyana Tacheva, M. Karabaliev
In this survey, we investigate the usage of Trajectory log data in a single case of a patient undergoing Stereotactic Radiosurgery (SRS) treatment. A dedicated linear accelerator machine Varian TrueBeam STX was used. The software was developed for analyzing the log files which were created by the machine when a certain plan was performed in treatment mode or QA mode. Four plans were created with 7 no-coplanar fields. Additional structures must be added by the physicist in the contouring section in order to optimize the plans. Dosimetry equipment ArcCHECK was used to verify the dose distribution for the created plan. The evaluation of γ passing rate (%GP) from the Trajectory log was done for each field separately using Pylinac v.2.2.6 API (application programing interface) for Machine quality control. It was shown that for one of the plans the values of %GP in some of the fields were very low with about less than 15% passing and at the same time the ArcCHECK shows a good %GP of about 90%. When verifying the plans using the analyzed Trajectory log files it can be detected if there are problems with the rotation of the collimator, the positioning of the collimator jaws or with over-modulating of the plan.
在这项调查中,我们研究了在一例接受立体定向放射外科(SRS)治疗的患者中使用轨迹测井数据的情况。使用专用直线加速器瓦里安TrueBeam STX。该软件是为分析某一计划在处理模式或QA模式下执行时机器产生的日志文件而开发的。四个平面由7个非共面场组成。为了优化平面图,物理学家必须在轮廓部分添加额外的结构。剂量测定设备ArcCHECK用于验证所创建计划的剂量分布。利用Pylinac v.2.2.6 API(应用程序编程接口)分别对每个油田的轨迹测井γ通通率(%GP)进行评估,用于机器质量控制。结果表明,其中一个方案在部分油田的%GP值很低,通过率不到15%,而ArcCHECK显示的%GP值很好,约为90%。当使用分析的轨迹日志文件验证计划时,可以检测到准直器的旋转、准直器钳口的定位或计划的过度调制是否存在问题。
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引用次数: 2
Validation of infrastructures through BIM 通过BIM验证基础设施
G. Acampa, Giorgia Marino, D. Ticali
Building Information Modelling is the latest phase of a revolutionary process that over the last thirty years has profoundly transformed the world of design in the construction sector in all its different disciplines: architecture and engineering design, mechanical/electrical/plumbing engineering, operation and maintenance, cost and safety, etc. From 2D and 3D assisted design to parametric design, the innovation has led to a profound change of perspective as far as the way of conceiving the work in all its phases is concerned, from concept to execution and consequently to management. BIM methodological approach, based on sharing and interoperability, opens up a potential range of future applications, although nowadays it is mainly used in the MEP (mechanical, electrical and plumbing engineering) sector. One of the most interesting applications can be developed in urban and infrastructural design (Infra-BIM), where the processes and the controls implemented by BIM can be managed effectively and at a higher efficiency level. The term Infra-BIM is used in reference to the adoption of the BIM methodology in the infrastructure sector. An area that by itself calls for a strong disciplinary interconnection with Geographic Information Systems (GIS) and involves many aspects, from the analysis of the area analysed to the relations and interferences with other infrastructures. A multidisciplinary approach that, consequently, requires the correct implementation of the BIM methodology reached by checking the coherence and quality of the information input in the models. The paper focuses on the phase of BIM Validation viewed as a support for a proper work-flow: it not only allows to analyse the whole set of information associated with a parametric object but also how the entire model matches the specific design requirements. BIM Validation process in design is not defined yet, but it is important to aim at a correct procedure so as to guarantee quality of design and future management of the project.Building Information Modelling is the latest phase of a revolutionary process that over the last thirty years has profoundly transformed the world of design in the construction sector in all its different disciplines: architecture and engineering design, mechanical/electrical/plumbing engineering, operation and maintenance, cost and safety, etc. From 2D and 3D assisted design to parametric design, the innovation has led to a profound change of perspective as far as the way of conceiving the work in all its phases is concerned, from concept to execution and consequently to management. BIM methodological approach, based on sharing and interoperability, opens up a potential range of future applications, although nowadays it is mainly used in the MEP (mechanical, electrical and plumbing engineering) sector. One of the most interesting applications can be developed in urban and infrastructural design (Infra-BIM), where the processes and the controls implemented by BIM c
建筑信息模型是一个革命性过程的最新阶段,在过去的三十年中,它深刻地改变了建筑领域所有不同学科的设计世界:建筑和工程设计,机械/电气/管道工程,操作和维护,成本和安全等。从2D和3D辅助设计到参数化设计,就构思工作的所有阶段而言,从概念到执行,再到管理,这种创新导致了视角的深刻变化。基于共享和互操作性的BIM方法开辟了未来应用的潜在范围,尽管目前它主要用于MEP(机械、电气和管道工程)领域。最有趣的应用之一是城市和基础设施设计(infri -BIM),其中由BIM实施的流程和控制可以有效地管理,效率更高。术语Infra-BIM是指在基础设施领域采用BIM方法。这一领域本身要求与地理信息系统(GIS)建立强有力的学科联系,并涉及许多方面,从分析所分析的领域到与其他基础设施的关系和干扰。这是一种多学科的方法,因此,需要通过检查模型中信息输入的一致性和质量来正确实施BIM方法。本文将重点放在BIM验证阶段,将其视为对适当工作流程的支持:它不仅允许分析与参数对象相关的整套信息,还允许分析整个模型如何匹配特定的设计要求。设计中的BIM验证流程尚未定义,但为了保证设计质量和项目的未来管理,针对正确的流程是很重要的。建筑信息模型是一个革命性过程的最新阶段,在过去的三十年中,它深刻地改变了建筑领域所有不同学科的设计世界:建筑和工程设计,机械/电气/管道工程,操作和维护,成本和安全等。从2D和3D辅助设计到参数化设计,就构思工作的所有阶段而言,从概念到执行,再到管理,这种创新导致了视角的深刻变化。基于共享和互操作性的BIM方法开辟了未来应用的潜在范围,尽管目前它主要用于MEP(机械、电气和管道工程)领域。最有趣的应用之一可以在城市和基础设施设计(infri -BIM)中开发,其中BIM实施的过程和控制可以有效地管理,并且在更高的…
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引用次数: 16
The surrogate safety measures evaluation of a staggered crossing on the delta area of Rijeka 里耶卡三角洲地区交错十字路口替代安全措施评价
T. Campisi, I. Mrak, A. Canale, G. Tesoriere
The causes of accidents in the crossings are many and cannot be alone traced back to the "irresponsible" action of the pedestrian, but should instead be sought above all in the failure to plan urban pedestrian itineraries, in the disorderly organization of the urban functions, in poor vehicle traffic planning and in the poor quality of road infrastructure design.The presence of pedestrian areas allows greater safety during the crossing, especially for users with reduced mobility or for the elderly as they provide a protected area where they can stop especially if the crossing is wide and the pedestrian traffic light cycle has a phase of reduced green.Generally the area bounded by the perimeter of the island is forbidden to the circulation of all vehicles, but can be used by pedestrians as a refuge for crossing the roadway, when the island is affected by a pedestrian crossing.The present work shows a comparison of traffic and safety scenarios hypothesizing the addition of a pedestrian island in an urban area of the city of Rijeka characterized by a very wide pedestrian crossing and by large pedestrian and vehicular flows. The traffic level of service level (LOS) and the surrogate safety parameters with and without the pedestrian area were evaluated through microsimulation of traffic.
十字路口事故的原因有很多,不能单独归咎于行人的“不负责任”行为,而应首先归咎于城市行人路线规划的失败,城市功能的无序组织,车辆交通规划的不完善以及道路基础设施设计的质量不高。行人专用区的设置可提高行人过马路时的安全,尤其是对行动不便的人士或长者而言,因为行人专用区提供了一个受保护的地方,他们可以在该处停车,尤其是在行人专用区较宽,而行人交通灯周期的绿灯数量减少的情况下。一般来说,以岛屿周长为界的区域禁止所有车辆通行,但当岛屿受到行人过街的影响时,行人可以将其用作过马路的避难所。目前的工作展示了交通和安全情景的比较,假设在里耶卡市的市区增加一个行人岛,其特点是有一个非常宽的人行横道,行人和车辆流量很大。通过交通微观模拟,评价了有和没有步行区的交通服务水平(LOS)和替代安全参数。
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引用次数: 9
On the prediction of dispenser status in ATM using gradient boosting method 梯度升压法预测ATM机点胶机状态
V. Shcherbitsky, A. Panachev, M. Medvedeva, E. Kazakova
The purpose of this study is to solve the problem of determining the status of an ATM to increase its resiliency, which will reduce the reputational and financial losses of banking structures. The tools for the goal achieving were machine learning methods such as gradient boosting model (on the example of Russian Sberbank ATM data). The study showed good enough accuracy in the problem of binary classification of the status of ATM dispensers, and also revealed the importance of time characteristics of the occurrence of errors and transactions. The methodology has practical value; it is possible to use it outside the banking sector due to the flexibility of the chosen model.The purpose of this study is to solve the problem of determining the status of an ATM to increase its resiliency, which will reduce the reputational and financial losses of banking structures. The tools for the goal achieving were machine learning methods such as gradient boosting model (on the example of Russian Sberbank ATM data). The study showed good enough accuracy in the problem of binary classification of the status of ATM dispensers, and also revealed the importance of time characteristics of the occurrence of errors and transactions. The methodology has practical value; it is possible to use it outside the banking sector due to the flexibility of the chosen model.
本研究的目的是解决确定ATM状态的问题,以增加其弹性,这将减少银行结构的声誉和财务损失。实现目标的工具是机器学习方法,如梯度增强模型(以俄罗斯联邦储蓄银行ATM数据为例)。研究表明,自动柜员机状态的二元分类问题具有足够的准确性,同时也揭示了错误发生和交易发生的时间特征的重要性。该方法具有实用价值;由于所选模型的灵活性,可以在银行部门之外使用它。本研究的目的是解决确定ATM状态的问题,以增加其弹性,这将减少银行结构的声誉和财务损失。实现目标的工具是机器学习方法,如梯度增强模型(以俄罗斯联邦储蓄银行ATM数据为例)。研究表明,自动柜员机状态的二元分类问题具有足够的准确性,同时也揭示了错误发生和交易发生的时间特征的重要性。该方法具有实用价值;由于所选模型的灵活性,可以在银行部门之外使用它。
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引用次数: 1
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PROCEEDINGS OF THE INTERNATIONAL CONFERENCE OF COMPUTATIONAL METHODS IN SCIENCES AND ENGINEERING 2019 (ICCMSE-2019)
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