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Inkjet 3D bioprinting for tissue engineering and pharmaceutics 用于组织工程和制药的喷墨3D生物打印
IF 3.2 3区 工程技术 Q1 Engineering Pub Date : 2022-12-01 DOI: 10.1631/2023.A2200569
Deng-ke Zhao, Hengjuan Xu, J. Yin, Hua-yong Yang
3D bioprinting has the capability to create 3D cellular constructs with the desired shape using a layer-by-layer approach. Inkjet 3D bioprinting, as a key component of 3D bioprinting, relies on the deposition of cell-laden droplets to create native-like tissues/organs which are envisioned to be transplantable into human body for replacing damaged ones. Benefiting from its superiorities such as high printing resolution and deposition accuracy, inkjet 3D bioprinting has been widely applied to various areas, including, but not limited to, tissue engineering and drug screening in pharmaceutics. Even though inkjet 3D bioprinting has proved its feasibility and versatility in various fields, the current applications of inkjet 3D bioprinting are still limited by the printing technique and material selection. This review, which specifically focuses on inkjet 3D bioprinting, firstly summarizes the techniques, materials, and applications of inkjet 3D bioprinting in tissue engineering and drug screening, subsequently discusses the major challenges that inkjet 3D bioprinting is facing, and lastly summarizes potential solutions to those challenges.
3D生物打印具有使用逐层方法创建具有所需形状的3D细胞结构的能力。喷墨生物3D打印技术是生物3D打印技术的重要组成部分,它依赖于细胞滴滴的沉积来制造类似于天然的组织/器官,这些组织/器官有望移植到人体中,以替代受损的组织/器官。喷墨生物3D打印凭借其高打印分辨率和沉积精度等优势,已广泛应用于包括但不限于组织工程和药物筛选等各个领域。尽管喷墨生物3D打印已经在各个领域证明了其可行性和通用性,但目前喷墨生物3D打印的应用仍然受到打印技术和材料选择的限制。本文以喷墨生物3D打印为重点,首先综述了喷墨生物3D打印技术、材料及其在组织工程和药物筛选中的应用,然后讨论了喷墨生物3D打印面临的主要挑战,最后总结了这些挑战的潜在解决方案。
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引用次数: 2
Enhanced photocatalytic performance of S-doped covalent triazine framework for organic pollutant degradation s掺杂共价三嗪框架对有机污染物降解的光催化性能增强
IF 3.2 3区 工程技术 Q1 Engineering Pub Date : 2022-12-01 DOI: 10.1631/2023.A2200440
Yi Shen, Jing-yu Hu, L. Lu, Chao Zhu, Qile Fang, Shuang Song
Photocatalysis using the abundant solar energy is an environmentally friendly and efficient way to degrade organic matter. Covalent triazine frameworks (CTFs), a new class of metal-free organic semiconductors responsive to visible light, are promising materials for water treatment. In this study, an original CTF, namely CTF-1, was modified by S-doping to form CTFSx, which were used as metal-free catalysts for degradation of methyl orange (MO) and bisphenol A (BPA). The outcomes demonstrated that the photocatalytic degradation of MO and BPA by CTFSx was superior to that by CTF-1, with better stability and reusability. Within 6 h, 53.2% MO and 84.7% BPA were degraded by CTFS5, and the degradation rate constants were 0.145 h−1 and 0.29 h−1, respectively, which were 3.6 and 5.8 times higher than those of CTF-1. Further investigation revealed that enhanced visible light absorption, a reduced degree of free carrier recombination, rapid separation and transfer of photogenerated electrons and holes, and improved ·OH oxidation capacity were important factors contributing to the significantly enhanced photocatalytic activity. The S-doping method effectively improved the light absorption performance, electronic structure, and modulation band structure of CTF-1. This work highlights the potential application of low-cost metal-free catalysts driven by visible light for the removal of organic pollutants from wastewater.
利用丰富的太阳能进行光催化是一种既环保又高效的降解有机物的方法。共价三嗪框架(CTFs)是一类对可见光有响应的新型无金属有机半导体,是一种很有前途的水处理材料。本研究通过s掺杂对原CTF CTF-1进行改性,得到CTFSx,作为降解甲基橙(MO)和双酚A (BPA)的无金属催化剂。结果表明,CTFSx光催化降解MO和BPA的效果优于CTF-1,具有更好的稳定性和可重复使用性。在6 h内,CTFS5对MO的降解率为53.2%,对BPA的降解率为84.7%,降解速率常数分别为0.145 h−1和0.29 h−1,是CTF-1的3.6倍和5.8倍。进一步研究发现,可见光吸收增强、自由载流子复合程度降低、光电子和空穴的快速分离和转移以及·OH氧化能力的提高是光催化活性显著增强的重要因素。s掺杂方法有效地改善了CTF-1的光吸收性能、电子结构和调制带结构。这项工作强调了由可见光驱动的低成本无金属催化剂在去除废水中有机污染物方面的潜在应用。
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引用次数: 9
Shaking table tests on a cantilever retaining wall with reinforced and unreinforced backfill 加筋与非加筋悬臂挡土墙振动台试验
IF 3.2 3区 工程技术 Q1 Engineering Pub Date : 2022-11-01 DOI: 10.1631/jzus.A2200192
Ming Wei, Q. Luo, Guishuai Feng, Teng-fei Wang, Liang-wei Jiang
Physical modelling of cantilever retaining walls with and without backfill reinforcement was conducted on a 1g shaking table to evaluate the mitigation effect of reinforcement on system dynamics (g denotes the acceleration of gravity). The model wall has a height of 1.5 m with a scale ratio of 1/4 and retains dry sand throughout. The input motions are amplified to three levels of input peak base acceleration, 0.11g, 0.24g, and 0.39g, corresponding to minor, moderate, and major earthquakes, respectively. Investigation of the seismic response of the retaining walls focuses on acceleration and lateral displacement of the wall and backfill, dynamic earth pressures, and tensile load in the reinforcements (modeled by phosphor-bronze strips welded into a mesh). The inclusion of reinforcement has been observed to improve the integrity of the wall-soil system, mitigate vibration-related damage, and reduce the fundamental frequency of a reinforced system. Propagation of acceleration from the base to the upper portion is accompanied by time delay and nonlinear amplification. A reinforced system with a lower acceleration amplification factor than the unreinforced one indicates that reinforcement can reduce the amplification effect of input motion. Under minor and moderate earthquake loadings, reinforcement allows the inertia force and seismic earth pressure to be asynchronous and decreases the seismic earth pressure when inertia forces peak. During major earthquake loading, the wall is displaced horizontally less than the backfill, with soil pushing the wall substantially; the effect of backfill reinforcement has not been fully mobilized. The dynamic earth pressure is large at the top and diminishes toward the bottom.
在1g振动台上对带和不带回填加固的悬臂挡土墙进行了物理建模,以评估加固对系统动力学的缓解效果(g表示重力加速度)。模型墙高度为1.5 m,比例为1/4,全程保留干砂。输入运动被放大到输入峰值基底加速度0.11g、0.24g和0.39g三个级别,分别对应于小地震、中地震和大地震。挡土墙地震反应的研究主要集中在墙和回填体的加速度和侧向位移、动土压力和钢筋中的拉伸载荷(由焊接成网格的磷青铜条模拟)。已经观察到钢筋的加入可以改善墙-土系统的完整性,减轻与振动相关的损伤,并降低加固系统的基频。加速度从底部到上部的传播伴随着时间延迟和非线性放大。加筋系统的加速度放大系数低于未加筋系统,说明加筋可以减小输入运动的放大效应。在轻微和中度地震荷载下,加固使惯性力与地震土压力不同步,并在惯性力达到峰值时降低地震土压力。在大地震荷载作用下,墙体水平位移小于回填体,土体对墙体的推力较大;回填加固的效果尚未充分发挥。动土压力在顶部较大,在底部逐渐减小。
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引用次数: 2
Soil effect on the bearing capacity of a double-lining structure under internal water pressure 内水压力下土体对双层衬砌结构承载力的影响
IF 3.2 3区 工程技术 Q1 Engineering Pub Date : 2022-11-01 DOI: 10.1631/jzus.A2200215
Dongmei Zhang, Xiang-hong Bu, Jian Pang, W. Zhou, Yan Jiang, K. Jia, Guanghua Yang
Water conveyance tunnels usually experience high internal water pressures and complex soil conditions. Therefore, shield tunnels with double-lining structure have been adopted because of their high bearing capacity. The effect of the interface between the segmental and inner linings on the bearing capacity has been widely investigated; however, the effect of soil on the internal water pressure bearing capacity has not been emphasized enough. Therefore, in this study, model tests and an analytical solution are presented to elucidate the effect of soil on the internal water pressure bearing capacity. First, model tests are conducted on double-lining models under sandy soil and highly weathered argillaceous siltstone conditions. The internal force and earth pressure under these different soil conditions are then compared to reveal the contribution of soil to the internal water pressure bearing capacity. Following this, an analytical solution, considering the soil—double-lining interaction, is proposed to further investigate the contribution of the soil. The analytical solution is verified with model tests. The analytical solution is in good agreement with the model test results and can be used to evaluate the mechanical behavior of the double-lining and soil contribution. The effect of soil on the bearing capacity is found to be related with the elastic modulus of the soil and the deformation state of the double-lining. Before the double-lining cracks, the sandy soil contributes 3.7% of the internal water pressure but the contribution of the soil rises to 10.4% when it is the highly weathered argillaceous siltstone. After the double-lining cracks, the soil plays an important role in bearing internal water pressure. The soil contributions of sandy soil and highly weathered argillaceous siltstones are 10.5% and 27.8%, respectively. The effect of soil should be considered in tunnel design with the internal water pressure.
输水隧洞内部水压大,土壤条件复杂。因此,盾构隧道采用双层衬砌结构,具有较高的承载能力。管片衬砌与衬砌界面对承载能力的影响已被广泛研究;然而,土体对内水承压能力的影响并没有得到足够的重视。因此,本研究通过模型试验和解析解来阐明土壤对内水承压能力的影响。首先,在砂质土和强风化泥质粉砂岩条件下进行了双层衬砌模型试验。然后比较了不同土壤条件下的内力和土压力,揭示了土壤对内水承压能力的贡献。在此基础上,提出了考虑土壤-双层衬砌相互作用的解析解,进一步研究了土壤的贡献。通过模型试验验证了解析解的正确性。解析解与模型试验结果吻合较好,可用于评价双层衬砌的力学性能和土体贡献。发现土对承载力的影响与土的弹性模量和双层衬砌的变形状态有关。双层裂缝发生前,砂质土对内部水压力的贡献率为3.7%,而当为强风化泥质粉砂岩时,其对内部水压力的贡献率上升至10.4%。双层衬砌发生裂缝后,土体对承载内部水压起重要作用。沙质土和强风化泥质粉砂岩的土壤贡献率分别为10.5%和27.8%。在考虑内水压的隧道设计中,应考虑土体的影响。
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引用次数: 3
Model test of the mechanism underpinning water-and-mud inrush disasters during tunnel excavation in sandstone and slate interbedded Presinian strata 砂岩-板岩互层早侏罗系隧道开挖水泥涌灾害机理模型试验
IF 3.2 3区 工程技术 Q1 Engineering Pub Date : 2022-11-01 DOI: 10.1631/jzus.A2200134
P. Xu, P. Peng, Rong-hua Wei, Zhi-qiang Zhang
Water-and-mud inrush disasters have become a major challenge in underground engineering for the construction of tunnels in sandstone and slate interbedded Presinian strata. Disaster prediction and prevention rely in part on realistic modeling and observation of the disaster process, as well as the identification and examination of the underlying mechanisms. Based on the geological conditions and the historical records of the Xinping Tunnel on the China—Laos Railway, an engineering geological model of the water-and-mud inrush was established. A physical model test that accurately reproduced water-and-mud inrush during tunnel excavation in sandstone and slate interbedded strata was also carried out. Then, testing was conducted that examined the stress and strain, seepage pressure, and high-leakage flow of the surrounding rock. The results indicated that the water-and-mud inrush proceeded through three stages: seepage stage, high-leakage flow stage, and attenuation stage. In essence, the disaster was a catastrophic process, during which the water-resistant stratum was reduced to a critical safety thickness, a water-inrush channel formed, and the water-resistant stratum gradually failed under the influence of excavation unloading and in situ stress—seepage coupling. Parameters such as the stress and strain, seepage pressure, and flow of the surrounding rock had evident stage-related features during water-and-mud inrush, and their variation indicated the formation, development, and evolution of the disaster. As the tunnel face advanced, the trend of the stress—strain curve of the surrounding rock shifted from sluggish to rapid in its speed of increase. The characteristics of strain energy density revealed the erosion and weakening effect of groundwater on the surrounding rock. The seepage pressure and the thickness of the water-resistant stratum had a positive linear relationship, and the flow and thickness a negative linear relationship. There was a pivotal point at which the seepage pressure changed from high to low and the flow shifted from low to high. The thickness of the water-resistant stratum corresponding to the pivotal point was deemed the critical safety thickness.
在砂岩与板岩互层的早侏罗系地层中,水泥涌灾害已成为地下工程建设的主要挑战。灾害预测和预防部分依赖于对灾害过程的现实模拟和观察,以及对潜在机制的确定和审查。根据中老铁路新平隧道的地质条件和历史资料,建立了水泥涌工程地质模型。在砂岩与板岩互层地层中进行了准确再现隧道开挖水泥涌的物理模型试验。然后进行了围岩应力应变、渗流压力、高漏流等测试。结果表明:水泥涌经历了渗流阶段、高漏流阶段和衰减阶段;从本质上讲,灾害是一个在开挖卸载和原位应力-渗流耦合作用下,抗水层降低到临界安全厚度,形成突水通道,抗水层逐渐破坏的灾变过程。水泥涌过程中围岩应力应变、渗流压力、流量等参数具有明显的阶段特征,其变化反映了灾害的形成、发展和演化过程。随着掘进工作面的推进,围岩应力-应变曲线的增长速度由缓慢向快速转变。应变能密度特征揭示了地下水对围岩的侵蚀和弱化作用。渗流压力与防水层厚度成正线性关系,流量与厚度成负线性关系。渗流压力由高到低,流量由低到高,存在一个临界点。将枢纽点对应的防水层厚度作为临界安全厚度。
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引用次数: 1
Physical model testing in geotechnical engineering 岩土工程中的物理模型试验
IF 3.2 3区 工程技术 Q1 Engineering Pub Date : 2022-11-01 DOI: 10.1631/jzus.A22PMTGE
Z. Yin, Han-Lin Wang, Xueyong Geng
Department of Civil and Environmental Engineering, The Hong Kong Polytechnic University, Kowloon, Hong Kong, China Research Center for Advanced Underground Space Technologies, Hunan University, Changsha 410082, China Key Laboratory of Building Safety and Energy Efficiency of the Ministry of Education, Hunan University, Changsha 410082, China College of Civil Engineering, Hunan University, Changsha 410082, China School of Engineering, University of Warwick, Coventry CV4 7AL, UK
香港理工大学土木与环境工程系,香港九龙,湖南大学中国先进地下空间技术研究中心,长沙410082,湖南大学建筑安全与节能教育部重点实验室,长沙410082,湖南大学中国土木工程学院,长沙410082,华威大学中国工程学院,英国考文垂cv47al
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引用次数: 0
Evaluation of heavy roller compaction on a large-thickness layer of subgrade with full-scale field experiments 大型压路机压实对大厚度路基的实场试验评价
IF 3.2 3区 工程技术 Q1 Engineering Pub Date : 2022-11-01 DOI: 10.1631/jzus.A2200201
Shu-jian Wang, Hongxiu Jiang, Zongjin Wang, Yu-jie Wang, Yi-xin Li, Xueyong Geng, Xinyuan Wang, Kai Wang, Yi-yi Liu, Yanxia Gong
Subgrade construction is frequently interrupted due to precipitation, soil shortage, and environmental protection. Therefore, increasing the thickness layer is required to reduce construction costs and to allow highways to be placed into service earlier. This paper presents a series of full-scale field experiments evaluating the compaction quality of gravel subgrade with large-thickness layers of 65 cm and 80 cm using heavy vibratory rollers. An improved sand cone method was first proposed and calibrated to investigate the distribution of soil compaction degree across the full subgrade depth. Results showed that dynamic soil stresses caused by the heavy vibratory rollers were 2.4–5.9 times larger than those of traditional rollers, especially at deeper depths, which were large enough to densify the soils to the full depth. A unified empirical formula was proposed to determine the vertical distribution of dynamic soil stresses caused by roller excitation. It was demonstrated that soils were effectively compacted in a uniform fashion with respect to the full depth to 96.0%–97.2% and 94.1%–95.4% for the large-thickness layers of 65 cm and 80 cm within 6 or 7 passes, respectively. Empirically, linear formulae were finally established between soil compaction degree and the subgrade reaction modulus, dynamic modulus of deformation, dynamic deflection, and relative difference of settlement to conveniently evaluate the compaction qualities. It is demonstrated that increasing the thickness layer by means of heavy rollers can significantly reduce the cost and time burdens involved in construction while ensuring overall subgrade quality. 目的 本文旨在通过65 cm和80 cm松铺厚度路基的全比尺现场试验,提出保障大厚度路基压实效果的施工工艺和评价方法,以提高路基填筑的施工效率、降低能耗和碳排放。 创新点 1. 改进适用于大厚度路基压实度评价的灌砂法;2. 建立碾压轮载作用下的路基内部动态土压力计算修正方程;3. 提出大厚度路基压实施工工艺及验收指标与压实度的关联关系,对大厚度路基压实质量进行可靠快速评价。 方法 1. 采用改进的灌砂筒及其标定方法,对大厚度路基的压实度进行分层检测;2. 基于现场土压力分层监测,获得碾压机械作用下动态土压力沿路基深度的衰减规律;3. 通过对每一遍碾压后的压实度、沉降差、K30、动态回弹模量、动弯沉进行多点检测和分析,获得各物理力学指标随碾压遍数的变化规律及其相互关联关系。 结论 1. 高能级压实下的65 cm和80 cm松铺厚度路基动土压力可达0.19∼1.18 MPa和0.079∼1.19 MPa,可采用修正后的Boussinesq方程表达;2. 路基压实效果与应力水平和土层下部支撑密切相关,底层土体压实度提升前上层土体难以致密化;3. 高能级碾压机械可保证大厚度路基全深度有效压实,且动弯沉作为大厚度路基压实质量评价指标更为可靠。
由于降水、土壤短缺和环境保护等原因,路基施工经常中断。因此,需要增加厚度层,以降低建设成本,并使高速公路早日投入使用。本文介绍了用重型振动压路机对65 cm和80 cm厚砾石路基进行压实质量评价的一系列全尺寸现场试验。提出了一种改进的砂锥法,并对其进行了标定,以研究土壤压实度在整个路基深度上的分布。结果表明,重型振动压路机所产生的动土应力是传统压路机的2.4 ~ 5.9倍,特别是在较深的深度,足以使土体密实到全深度。提出了一种统一的经验公式来确定滚轮激励下土体动应力的垂直分布。结果表明,65 cm和80 cm大厚度层在6道和7道内的有效压实率分别为96.0% ~ 97.2%和94.1% ~ 95.4%。最后在经验上建立了土体压实程度与路基反力模量、动变形模量、动挠度、沉降相对差值之间的线性关系式,便于对压实质量进行评价。研究表明,采用重型压路机增加路基厚度,在保证路基整体质量的同时,可显著降低施工成本和时间负担。目的本文旨在通过65厘米和80厘米松铺厚度路基的全比尺现场试验,提出保障大厚度路基压实效果的施工工艺和评价方法,以提高路基填筑的施工效率,降低能耗和碳排放。创新点 1. 改进适用于大厚度路基压实度评价的灌砂法;2. 建立碾压轮载作用下的路基内部动态土压力计算修正方程;3. 提出大厚度路基压实施工工艺及验收指标与压实度的关联关系,对大厚度路基压实质量进行可靠快速评价。 方法 1. 采用改进的灌砂筒及其标定方法,对大厚度路基的压实度进行分层检测;2. 基于现场土压力分层监测,获得碾压机械作用下动态土压力沿路基深度的衰减规律;3. 通过对每一遍碾压后的压实度,沉降差,K30、动态回弹模量、动弯沉进行多点检测和分析,获得各物理力学指标随碾压遍数的变化规律及其相互关联关系。结论 1. 高能级压实下的65厘米和80厘米松铺厚度路基动土压力可达0.19∼1.18 MPa和0.079∼1.19 MPa,可采用修正后的布西涅斯克方程表达;2。路基压实效果与应力水平和土层下部支撑密切相关,底层土体压实度提升前上层土体难以致密化;3. 高能级碾压机械可保证大厚度路基全深度有效压实,且动弯沉作为大厚度路基压实质量评价指标更为可靠。
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引用次数: 1
Influence of groundwater level changes on the seismic response of geosynthetic-reinforced soil retaining walls 地下水位变化对土工加筋土挡土墙地震响应的影响
IF 3.2 3区 工程技术 Q1 Engineering Pub Date : 2022-11-01 DOI: 10.1631/jzus.A2200188
Fei-fan Ren, Qian Huang, Xueyong Geng, Guan Wang
Geosynthetic-reinforced soil retaining walls (GSRWs) have been widely used in civil engineering projects. However, as the climate changes, extreme weather conditions and natural hazards are likely to become more frequent or intense, posing a huge threat to the stability of GSRWs. In this paper, the effect of groundwater level fluctuations on the seismic response of GSRWs is investigated. First, a dynamic numerical model was established and validated through centrifugal shaking-table test results. Using the established numerical model, the seismic response of GSRWs under four different groundwater level conditions was then investigated, i.e., an earthquake occurring at a low groundwater level (Case LW), an earthquake occurring when the groundwater level rises (Case RW), an earthquake occurring at a high groundwater level (Case HW), and an earthquake occurring when the groundwater level drops (Case DW). The results show that the GSRW in Case DW has the worst seismic stability because of the drag forces generated by the water flowing to the outside of the GSRW. For Case RW, deformation of the GSRW under earthquake forces was prevented by the drag forces generated by the water flowing to the inside of the GSRW and the water pressure acting on the outside of the facing, giving the GSRW the best seismic stability in this case. Compared with Case LW, the seismic stability of a GSRW in Case HW is worse, because the high groundwater level will generate excess pore-water pressure during an earthquake. On this basis, we provide engineering design suggestions to be considered by practitioners.
土工合成加筋土挡土墙在土木工程中得到了广泛的应用。然而,随着气候的变化,极端天气条件和自然灾害可能变得更加频繁或强烈,对地源性轻轨的稳定性构成巨大威胁。本文研究了地下水位波动对地震动墙地震响应的影响。首先,建立了动态数值模型,并通过离心振动台试验结果进行了验证。利用所建立的数值模型,研究了地下水位低时地震(Case LW)、地下水位上升时地震(Case RW)、地下水位高时地震(Case HW)和地下水位下降时地震(Case DW) 4种不同地下水位条件下的地震响应。结果表明,在DW情况下,由于水流向GSRW外部产生的阻力,GSRW的地震稳定性最差。对于Case RW, GSRW在地震力作用下的变形被流入GSRW内部的水和作用在面板外部的水压所产生的阻力所阻止,使得GSRW在这种情况下具有最佳的地震稳定性。与Case LW相比,Case HW的GSRW的地震稳定性更差,因为在地震过程中较高的地下水位会产生超孔隙水压力。在此基础上,提出工程设计建议,供从业人员参考。
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引用次数: 1
Frozen sand—concrete interface direct shear behavior under constant normal load and constant normal height boundary 等法向荷载和等法向高度边界下冻砂-混凝土界面直剪特性
IF 3.2 3区 工程技术 Q1 Engineering Pub Date : 2022-11-01 DOI: 10.1631/jzus.A2200118
Jian Chang, Jian-kun Liu, Ya-li Li
The shear strength properties of the frozen sand—structure interface are critical for evaluating the serviceability of pile foundations in frozen ground. The shear characteristics of the frozen sand—concrete interface were studied with two boundary conditions (constant normal load (CNL) and constant normal height (CNH)), at three normal stresses (100, 200, and 300 kPa), and at three temperatures (−2,−5, and −8 °C). A detailed comparative analysis was performed to explore the principal factors affecting the shear/normal-shear displacement. The results showed that the shear behavior of the frozen sand—concrete interface under CNL was similar to that under CNH. The shear stress—shear displacement exhibited strain softening. The temperature and normal stress were the major influences on normal properties. The lower the temperature and the higher the normal stress, the greater was the elastic shear modulus. The peak shear stress and critical shear stress exhibited a dependence on normal stress. An exponential growth in the peak shear stress was observed as the temperature decreased. Critical shear stress was dependent on temperature. The value and percentage of peak ice-cementation in peak shear stress was affected by temperature and normal stress. 目的 探究不同边界条件下,初始法向应力和温度对冻结砂-混凝土接触面剪切变形和强度特性、法向变形特性以及冰胶结特性的影响。 创新点 1. 在不同边界条件下对冻结砂-混凝土结构进行直剪试验,了解接触面法向和切向特性;2. 建立试验模型,成功模拟弹性剪切模量和强度随温度及初始法向应力的变化关系。 方法 1. 通过实验分析,得到冻结接触面弹性模量和强度特性随温度和初始法向应力的变化(图14∼21和表2∼5);2. 通过理论推导,构建温度、法向应力与弹性剪切模量和剪切强度之间的关系,得到相应的计算模型(公式(1)∼(6))。 结论 1. 不同边界条件下,冻结接触面均表现出应变软化特性;2. 弹性剪切模量随初始法向应力的增加和温度的降低呈线性增长趋势;3. 冻结接触面剪切强度随初始法向应力的增加线性增长,而随温度的降低呈指数增长。
冻结土-结构界面的抗剪强度特性是评价冻结土中桩基耐久性的关键。在两种边界条件(恒定法向载荷(CNL)和恒定法向高度(CNH))下,在三种法向应力(100、200和300 kPa)和三种温度(- 2、- 5和- 8°C)下,研究了冻结砂-混凝土界面的剪切特性。通过详细的对比分析,探讨了影响剪切/法向剪切位移的主要因素。结果表明:CNL作用下冻结砂-混凝土界面的剪切特性与CNH作用下相似;剪切应力-剪切位移表现出应变软化。温度和法向应力是影响合金法向性能的主要因素。温度越低,法向应力越高,弹性剪切模量越大。峰值剪应力和临界剪应力随正应力的变化而变化。随着温度的降低,峰值剪应力呈指数增长。临界剪应力与温度有关。峰值剪应力中冰结峰值的值和百分比受温度和正应力的影响。目的 探究不同边界条件下,初始法向应力和温度对冻结砂-混凝土接触面剪切变形和强度特性、法向变形特性以及冰胶结特性的影响。 创新点 1. 在不同边界条件下对冻结砂-混凝土结构进行直剪试验,了解接触面法向和切向特性;2. 建立试验模型,成功模拟弹性剪切模量和强度随温度及初始法向应力的变化关系。 方法 1. 通过实验分析,得到冻结接触面弹性模量和强度特性随温度和初始法向应力的变化(图14∼21和表2∼5);2. 通过理论推导,构建温度、法向应力与弹性剪切模量和剪切强度之间的关系,得到相应的计算模型(公式(1)∼(6))。 结论 1. 不同边界条件下,冻结接触面均表现出应变软化特性;2. 弹性剪切模量随初始法向应力的增加和温度的降低呈线性增长趋势;3. 冻结接触面剪切强度随初始法向应力的增加线性增长,而随温度的降低呈指数增长。
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引用次数: 1
Complex integrity constraint discovery: measuring trust in modern intelligent railroad systems 复杂完整性约束发现:现代智能铁路系统信任度量
IF 3.2 3区 工程技术 Q1 Engineering Pub Date : 2022-10-01 DOI: 10.1631/jzus.A2200156
Wentao Hu, Dawei Jiang, Sai Wu, Ke Chen, Gang Chen
目 的 由于使用的列车运行数据偏离系统应用的数据特征, 现代智能交通系统部署的模型推理结果可能不可靠. 本文旨在研究部署在系统中的模型使用的数据变化对模型性能的影响, 通过研究衡量模型可信性方法, 实现在现实场景中无需标注数据实时检测部署在系统中的模型可信性. 创新点 1. 提出一种复杂完整性约束概念, 在无标注数据的情况下, 衡量模型使用数据的不安全程度. 2. 为实现现代智能交通系统实时检测模型的可信性, 我们设计一种新颖的算法, 利用位向量索引技术和规则推理系统, 快速发现模型应用数据的复杂完整性约束. 方 法 1. 通过输入部署在现代智能交通系统模型中的训练数据, 系统构建面向输入数据的索引向量从而避免对大规模数据进行多次. 2. 通过规则推理系统和支持度剪枝技术, 将语意重复的冗余约束和一些无意义的约束忽略, 得到有效的复杂完整性约束. 3. 利用完整性约束计算违反约束的数据在数据集中的比例从而衡量模型使用的数据不安全程度. 4. 通过使用真实的列车运行数据集测试, 分析复杂完整性约束衡量的数据不安全程度和模型性能的关系, 从而验证复杂完整性约束的可行性和有效性. 结 论 1. 模型使用的数据偏离模型训练数据特征会影响模型的性能. 2. 通过发现复杂完整性约束, 衡量模型使用的数据不安全程度, 可以快速检测部署的模型可信性. 3. 通过对模型可信性的研究, 可以无需标注而快速发现不可信的模型, 从而及时重新部署可信模型, 提升现代智能交通系统的稳定性.
目 的 由于使用的列车运行数据偏离系统应用的数据特征, 现代智能交通系统部署的模型推理结果可能不可靠. 本文旨在研究部署在系统中的模型使用的数据变化对模型性能的影响, 通过研究衡量模型可信性方法, 实现在现实场景中无需标注数据实时检测部署在系统中的模型可信性. 创新点 1. 提出一种复杂完整性约束概念, 在无标注数据的情况下, 衡量模型使用数据的不安全程度. 2. 为实现现代智能交通系统实时检测模型的可信性, 我们设计一种新颖的算法, 利用位向量索引技术和规则推理系统, 快速发现模型应用数据的复杂完整性约束. 方 法 1. 通过输入部署在现代智能交通系统模型中的训练数据, 系统构建面向输入数据的索引向量从而避免对大规模数据进行多次. 2. 通过规则推理系统和支持度剪枝技术, 将语意重复的冗余约束和一些无意义的约束忽略, 得到有效的复杂完整性约束. 3. 利用完整性约束计算违反约束的数据在数据集中的比例从而衡量模型使用的数据不安全程度. 4. 通过使用真实的列车运行数据集测试, 分析复杂完整性约束衡量的数据不安全程度和模型性能的关系, 从而验证复杂完整性约束的可行性和有效性. 结 论 1. 模型使用的数据偏离模型训练数据特征会影响模型的性能. 2. 通过发现复杂完整性约束, 衡量模型使用的数据不安全程度, 可以快速检测部署的模型可信性. 3. 通过对模型可信性的研究, 可以无需标注而快速发现不可信的模型, 从而及时重新部署可信模型, 提升现代智能交通系统的稳定性.
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引用次数: 0
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Journal of Zhejiang University-SCIENCE A
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