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An algorithm to simulate nonstationary and non-Gaussian stochastic processes. 一种模拟非平稳和非高斯随机过程的算法。
Pub Date : 2021-01-01 Epub Date: 2021-06-21 DOI: 10.1186/s43065-021-00030-5
H P Hong, X Z Cui, D Qiao

We proposed a new iterative power and amplitude correction (IPAC) algorithm to simulate nonstationary and non-Gaussian processes. The proposed algorithm is rooted in the concept of defining the stochastic processes in the transform domain, which is elaborated and extend. The algorithm extends the iterative amplitude adjusted Fourier transform algorithm for generating surrogate and the spectral correction algorithm for simulating stationary non-Gaussian process. The IPAC algorithm can be used with different popular transforms, such as the Fourier transform, S-transform, and continuous wavelet transforms. The targets for the simulation are the marginal probability distribution function of the process and the power spectral density function of the process that is defined based on the variables in the transform domain for the adopted transform. The algorithm is versatile and efficient. Its application is illustrated using several numerical examples.

我们提出了一种新的迭代功率和幅度校正(IPAC)算法来模拟非平稳和非高斯过程。该算法基于在变换域中定义随机过程的概念,对其进行了阐述和扩展。该算法扩展了迭代调幅傅立叶变换生成代理的算法和模拟平稳非高斯过程的谱校正算法。IPAC算法可用于不同的流行变换,如傅里叶变换,s变换和连续小波变换。模拟的目标是过程的边际概率分布函数和过程的功率谱密度函数,该函数是根据所采用变换的变换域中的变量定义的。该算法通用性强,效率高。通过几个数值算例说明了该方法的应用。
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引用次数: 16
More than smart pavements: connected infrastructure paves the way for enhanced winter safety and mobility on highways 不仅仅是智能人行道:互联的基础设施为提高冬季高速公路的安全性和机动性铺平了道路
Pub Date : 2020-11-19 DOI: 10.1186/s43065-020-00014-x
Xianming Shi
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引用次数: 1
More than smart pavements: connected infrastructure paves the way for enhanced winter safety and mobility on highways 不仅仅是智能路面:互联基础设施为增强冬季高速公路的安全性和机动性铺平了道路
Pub Date : 2020-10-16 DOI: 10.21203/rs.3.rs-31618/v2
Xianming Shi
Currently, there is an urgent demand for more cost-effective, resource-efficient and reliable solutions to address safety and mobility challenges on highways enduring snowy winter weather. To address this pressing issue, this commentary proposes that the physical and digital infrastructures should be upgraded to take advantage of emerging technologies and facilitate the vehicle-infrastructure integration (VII), to better inform decision-makers at various levels. Driven by the paradigm shift towards more automation and more intelligent transportation, it is time to reimagine the vehicle-infrastructure ecosystem with the cold-climate issues in mind, and to enhance communications and coordination among various highway users and stakeholders. This commentary envisages the deployment of vehicle-to-everything (V2X) technologies to bring about transformative changes and substantial benefits in terms of enhanced winter safety and mobility on highways. At the center of the commentary is a conceptualized design of next-generation highways in cold climates, including the existing infrastructure entities that are appropriate for possible upgrade to connected infrastructure (CI) applications, to leverage the immensely expanded data availability fueled by better spatial and temporal coverage. The commentary also advances the idea that CI solutions can augment the sensing capabilities and confidence level of connected or autonomous vehicles. The application scenarios of VII system is then briefly explored, followed by some discussion of the paradigm shift towards V2X applications and a look to the future including some identified research needs in the arena of CI. This work aims to inspire dialogues and synergistic collaborations among various stakeholders of the VII revolution, because the specific challenges call for systematic, holistic, and multidisciplinary approaches accompanied by concerted efforts in the research, development, pilot testing, and deployment of CI technologies.
目前,迫切需要更具成本效益、资源高效和可靠的解决方案,以应对冬季降雪天气下高速公路的安全和机动性挑战。为了解决这一紧迫问题,本评论建议,应升级物理和数字基础设施,以利用新兴技术,促进车辆基础设施集成(VII),更好地为各级决策者提供信息。在向更自动化和更智能的交通模式转变的推动下,现在是时候考虑到寒冷气候问题,重新构想车辆基础设施生态系统,并加强各种高速公路用户和利益相关者之间的沟通和协调了。这篇评论设想部署车辆到一切(V2X)技术,以带来变革,并在增强冬季安全性和高速公路机动性方面带来实质性好处。评论的中心是寒冷气候下下一代公路的概念化设计,包括适用于可能升级到互联基础设施(CI)应用程序的现有基础设施实体,以利用更好的空间和时间覆盖带来的巨大扩展的数据可用性。评论还提出了CI解决方案可以增强联网或自动驾驶汽车的感知能力和信心水平的观点。然后简要探讨了VII系统的应用场景,然后讨论了向V2X应用的范式转变,并展望了未来,包括CI领域的一些已确定的研究需求。这项工作旨在激发VII革命的各个利益相关者之间的对话和协同合作,因为具体的挑战需要系统的、,全面、多学科的方法,同时在CI技术的研究、开发、试点测试和部署方面进行协同努力。
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引用次数: 7
Tensile mechanical properties of fly ash concrete at early age for thermal stress analysis 用于热应力分析的粉煤灰混凝土早期拉伸力学性能
Pub Date : 2020-08-10 DOI: 10.1186/s43065-020-00013-y
Y. Mimura, V. Vimonsatit, I. Horiguchi, I. Yoshitake
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引用次数: 6
Investigation of Pindan soil modified with polymer stablisers for road pavement 聚合物路面稳定剂改性平丹土的研究
Pub Date : 2020-06-29 DOI: 10.1186/s43065-020-00009-8
Hyun-kyu Park, Hyuk-Se Lee, V. Vimonsatit
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引用次数: 1
Investigation of Pindan soil modified with polymer stablisers for road pavement 路面用高分子稳定剂改性品丹土的研究
Pub Date : 2020-04-20 DOI: 10.21203/rs.3.rs-21259/v1
H. Park, Hyuk-Se Lee, V. Vimonsatit
Road failures are often caused by structural weaknesses, and particularly unsealed roads are vulnerable to water as water easily flows into road structures. Moisture susceptibility of materials is an important aspect when pavements are designed as moisture can weaken bonds between aggregates. Pindan soil is a red soil, known as a soft and moisture sensitive soil. Polymer stabilisers have been proved that they can improve soil mechanical properties by providing an internal waterproofing. Studies of the polymer-Pindan soil stabilisation have been focused on engineering performances, but literature shows little information on the fundamental information of Pindan soil. This project focuses on fundamental information of Pindan soil and its improved performances using polymer stabilisers. Plastic index, specific gravity and particle size distribution were tested to obtain the basic properties. Compaction, Unconfined Compressive Strength and California Bearing Ratio tests were performed to determine the mechanical properties. The chemical property was examined using X-ray diffraction. Furthermore, the waterproof effect of the polymers on the stabilised Pindan soil was investigated from capillary rise tests. In addition, the mechanical properties of individual soil grains were investigated using nanoindentation tests. The materials used for this investigation primarily consisted of Pindan soil collected in Broome, Western Australia, and three polymer products manufactured in Australia. Based on the results, it is evident that the failure behaviour, strain and strength as well as the basic properties of the soils are affected and changed by the Polymer stabilisers. The type of polymer influenced the optimum moisture contents and strengths rather than the amount of polymer. Similarly, Nanoindentation technology provided various information such as elastic modulus, hardness, packing density, stiffness, cohesion and fracture toughness of soils at nano-scales. Polymers can reduce water ingress and minimise moisture in the pavement structures. Thus, the structures can maintain its strength and prevent deformation, which will increase the lifetime of unsealed pavements.
道路故障通常是由结构薄弱引起的,尤其是未密封的道路,由于水很容易流入道路结构,因此容易受到水的影响。在设计路面时,材料的水分敏感性是一个重要方面,因为水分会削弱骨料之间的结合。品丹土是一种红色的土壤,被称为柔软的、对水分敏感的土壤。聚合物稳定剂已被证明可以通过提供内部防水来改善土壤的力学性能。聚合物对Pindan土壤稳定的研究主要集中在工程性能上,但文献中很少有关于Pindan土壤基本信息的信息。本项目的重点是Pindan土壤的基本信息及其使用聚合物稳定剂改善的性能。测试了塑性指数、比重和颗粒尺寸分布,获得了基本性能。进行压实、无侧限抗压强度和加州承载比试验,以确定机械性能。使用X射线衍射检查化学性质。此外,通过毛细上升试验研究了聚合物对稳定的平丹土的防水效果。此外,还利用纳米压痕试验研究了单个土壤颗粒的力学性能。本次调查使用的材料主要包括在西澳大利亚布鲁姆采集的Pindan土壤和在澳大利亚生产的三种聚合物产品。根据结果,很明显,聚合物稳定剂会影响和改变土壤的破坏行为、应变和强度以及基本性质。聚合物的类型影响最佳含水量和强度,而不是聚合物的量。同样,纳米压痕技术提供了各种信息,如土壤在纳米尺度上的弹性模量、硬度、堆积密度、刚度、内聚力和断裂韧性。聚合物可以减少路面结构中的水分进入并将其降至最低。因此,结构可以保持其强度并防止变形,这将增加未密封路面的使用寿命。
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引用次数: 4
Risk-based cost-benefit analysis of climate adaptation measures for Australian contemporary houses under extreme winds 基于风险的极端风力下澳大利亚当代房屋气候适应措施成本效益分析
Pub Date : 2020-03-23 DOI: 10.1186/s43065-020-00002-1
Hao Qin, M. Stewart
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引用次数: 1
A survey on the influence of intense rainfall induced by climate warming on operation safety and service life of urban asphalt pavement 气候变暖引发的强降雨对城市沥青路面运行安全和使用寿命的影响调查
Pub Date : 2020-03-23 DOI: 10.1186/s43065-020-00003-0
Wentao Wang, Linbing Wang, Y. Miao, Chunru Cheng, Shiwu Chen
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引用次数: 0
Deterioration mechanism of steam-cured concrete subjected to coupled environmental acid and drying action 蒸汽养护混凝土在环境酸性和干燥耦合作用下的劣化机理
Pub Date : 2020-03-23 DOI: 10.1186/s43065-020-00001-2
G. Long, You-jun Xie, Zhiyu Luo, Lu Qu, John L. Zhou, Wengui Li
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引用次数: 0
A survey on the influence of intense rainfall induced by climate warming on operation safety and service life of urban asphalt pavement 气候变暖引发的强降雨对城市沥青路面运行安全和使用寿命的影响调查
Pub Date : 2020-03-23 DOI: 10.1186/s43065-020-00003-0
Wentao Wang, Linbing Wang, Y. Miao, Chunru Cheng, Shiwu Chen
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引用次数: 0
期刊
Journal of infrastructure preservation and resilience
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