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Field investigation of intelligent compaction for hot mix asphalt resurfacing

Wei HU,Xiang SHU,Baoshan HUANG,Mark WOODS

《结构与土木工程前沿(英文)》 2017年 第11卷 第1期   页码 47-55 doi: 10.1007/s11709-016-0362-x

摘要:

Intelligent compaction (IC) is a relatively new technology for asphalt paving industry. The present study evaluated the effectiveness and potential issues of the IC technology for flexible pavement resurfacing construction using two field projects. In the first project, a geostatistical semivariogram model was established and the parameters derived from it were compared with univariate statistical parameters for the Compaction Meter Value (CMV) data. Further analyses illustrated the effect of temperature on the CMV value and compaction uniformity. In the second project, a multivariate analysis was performed between in situ tests and IC data. The possibility of combining various IC data to predict the asphalt layer density and improve the current quality control and assurance system was discussed.

关键词: intelligent compaction     compaction meter value (CMV)     semivariogram     multivariate analysis    

高碾压混凝土坝智能碾压理论研究

刘东海,李丙扬,崔博

《中国工程科学》 2011年 第13卷 第12期   页码 74-79

摘要:

给出了高碾压混凝土坝智能碾压的概念及实现过程,提出了大坝实时监控和智能反馈控制的原理;在实时分析压实指标的基础上,建立了大坝压实质量多元回归模型,进而提出了碾压混凝土坝压实度全仓面实时评价方法;实现了施工过程中碾压机工作性态的自适应调整,确保碾压机速度、激振力、碾压遍数和压实厚度等全过程达标,可有效保证碾压质量,提高施工效率,为碾压混凝土坝建设质量控制提供了一条新的途径。

关键词: 碾压混凝土坝     质量控制     智能碾压     实时监控     质量实时评估    

Experimental research on compaction characteristics of aeolian sand

YUAN Yuqing, WANG Xuancang, ZHOU Xin

《结构与土木工程前沿(英文)》 2008年 第2卷 第4期   页码 359-365 doi: 10.1007/s11709-008-0053-3

摘要: Unlike other road materials, aeolian sand has some compaction characteristics that are key factors in construction qualities of highway in the desert. In order to study the characteristics, a series of laboratory and field tests were performed, including sieve analysis, standard modified compaction, vibrating compaction and field test. By analyzing the sieve analysis test data, it was found that the gradation of aeolian sand was bad, with fine grains whose diameters mostly ranged from 0.25 mm to 0.074 mm. Then, from the laboratory compaction test results, a compaction curve similar to the horizontally-written letter S was obtained. That was quite different from the other kinds of road materials. There were two peak values in the curve with the increase of water content, which was the special characteristic of aeolian sand: to be well compacted whether it was dry or wet. Also, according to laboratory vibrating test results, the best vibrating frequency range was proposed. It was from 45 Hz to 50 Hz. Moreover, some field compaction tests were carried out. On the construction site of the highway, the aeolian sand subgrade was compacted in the condition of natural water content with optimizing construction machines. Its compaction degree reached 96%, meeting the current specifications. At last, comparative studies were carried through with electron microscope. It was shown that the microstructure of compacted dry aeolian sand is much denser than that of the natural one in the field test.

Numerical simulation of compaction parameters for sand-filled embankment using large thickness sand filling

Wentao WANG, Chongzhi TU, Rong LUO

《结构与土木工程前沿(英文)》 2018年 第12卷 第4期   页码 568-576 doi: 10.1007/s11709-017-0444-4

摘要: The study uses the finite element method to simulate a new technique of highway sand embankment filling in Jianghan Plain district, which can raise the thickness of sand-filled layer from 30 cm to 70 cm and can significantly shorten the construction period based on the guarantee of sand embankment construction quality. After simulating the three compacting proposals carried out on the field test, the study uses COMSOL software to research on the compacting effects of sand-filled layers in larger thicknesses by 22 ton vibratory roller alone, and then to investigate the steady compacting effect of 12 ton vibratory roller. The simulation results indicate that the sand-filled layer thickness of 70 cm is suitable for the new sand filling technique, and the sand-filled embankment project with tight construction period is suggested to choose the 12 ton vibration roller for steady compaction.

关键词: sand embankment     compaction in large thickness     numerical simulation     small size vibratory roller     steady compaction    

高心墙堆石坝坝面碾压施工仿真理论与应用

钟登华,赵晨生,张平

《中国工程科学》 2011年 第13卷 第12期   页码 28-32

摘要:

在对高心墙堆石坝坝面碾压系统进行全面分析的基础上,提出了以填筑单元为仿真单位的碾压施工仿真理论,建立了能够反映碾压过程中不确定因素的精细化仿真模型,保证仿真贴近实际施工。研究成果在糯扎渡心墙堆石坝工程的填筑单元中得到了应用,验证了方法的可靠性,对于大坝现场碾压施工具有指导意义,为工程进度控制和管理提供了技术支持。

关键词: 高心墙堆石坝     坝面碾压     施工仿真    

A study on fatigue damage of asphalt mixture under different compaction using 3D-microstructural characteristics

Jing HU, Pengfei LIU, Bernhard STEINAUER

《结构与土木工程前沿(英文)》 2017年 第11卷 第3期   页码 329-337 doi: 10.1007/s11709-017-0407-9

摘要: The aim of this paper is investigating the microstructural characteristics of asphalt mixture under different compaction powers. In order to achieve this aim, a test track was built to provide asphalt mixture specimens and X-ray computed tomography (XCT) device was used to scan the internal structure. The aggregate particles and air-voids were extracted using Digital Image Processing (DIP), so the relationship between compaction and air-voids was determined at first, and then, the effect of aggregate particles on the morphology of air-voids can be evaluated, finally, fatigue properties of asphalt mixture with different air-void ratio were measured by indirect tensile fatigue test as well. The research results release the distribution of microstructures in asphalt pavement. 3D fractal dimension is an effective indicator to quantize the complexity of aggregate particles and air-voids; suffering the same compaction power, aggregates cause different constitutions of air-voids in asphalt mixture; investigation in this paper can present the essential relationship between microstructures and fatigue properties.

关键词: asphalt mixture     microstructure     morphology     digital image processing     fatigue damage    

Experimental study on compaction-induced anisotropic mechanical property of rockfill material

Xiangtao ZHANG, Yizhao GAO, Yuan WANG, Yu-zhen YU, Xun SUN

《结构与土木工程前沿(英文)》 2021年 第15卷 第1期   页码 109-123 doi: 10.1007/s11709-021-0693-0

摘要: The anisotropy of rockfill materials has a significant influence on the performance of engineering structures. However, relevant research data are very limited, because of the difficulty with preparing specimens with different inclination angles using traditional methods. Furthermore, the anisotropy test of rockfill materials is complex and complicated, especially for triaxial tests, in which the major principal stress plane intersects with the compaction plane at different angles. In this study, the geometric characteristics of a typical particle fraction consisting of a specific rockfill material were statistically investigated, and the distribution characteristics of particle orientation in specimens prepared via different compaction methods were examined. For high-density rockfill materials, a set of specimen preparation devices for inclined compaction planes was developed, and a series of conventional triaxial compression tests with different principal stress direction angles were conducted. The results reveal that the principal stress direction angle has a significant effect on the modulus, shear strength, and dilatancy of the compacted rockfill materials. Analysis of the relationship between the principal stress direction angles, change in the stress state, and change in the corresponding dominant shear plane shows that the angle between the compacted surface and dominant shear plane is closely related to interlocking resistance associated with the particle orientation. In addition, different principal stress direction angles can change the extent of the particle interlocking effect, causing the specimen to exhibit different degrees of anisotropy.

关键词: rockfill     inclination of specimen preparation     anisotropy     mechanical property     mechanism    

Two-scale modeling of granular materials: A FEM-FEM approach

Yun-Zhu CAI, Yu-Ching WU

《结构与土木工程前沿(英文)》 2013年 第7卷 第3期   页码 304-315 doi: 10.1007/s11709-013-0213-y

摘要: In the present paper, a homogenization-based two-scale FEM-FEM model is developed to simulate compactions of visco-plastic granular assemblies. The granular structure consisting of two-dimensional grains is modeled by the microscopic finite element method at the small-scale level, and the homogenized viscous assembly is analyzed by the macroscopic finite element method at large-scale level. The link between scales is made using a computational homogenization method. The two-scale FEM-FEM model is developed in which each particle is treated individually with the appropriate constitutive relations obtained from a representative volume element, kinematic conditions, contact constraints, and elimination of overlap satisfied for every particle. The method could be used in a variety of problems that can be represented using granular media.

关键词: homogenization     two-scale     representative volume element     compaction     granular assembly     finite element method    

智能船舶工程科技发展战略研究

郎舒妍,曾晓光,张民

《中国工程科学》 2019年 第21卷 第6期   页码 27-32 doi: 10.15302/J-SSCAE-2019.06.005

摘要:

随着新兴技术的快速发展,智能船舶逐渐成为船舶工业发展热点。本文介绍了智能船舶技术分类,梳理现阶段国内外智能船舶技术发展现状,研究国外智能船舶技术发展特点,分析我国智能船舶技术发展存在的问题,建议我国在智能船舶技术发展中采取研发与应用并重,分步实施的发展模式,同时加大产学研合作力度,建立船岸一体综合服务模式,并进一步加强人才队伍建设。

关键词: 船舶智能化,智能船舶技术,智能船舶    

新一代人工智能引领下的智能产品与装备

谭建荣,刘振宇,徐敬华

《中国工程科学》 2018年 第20卷 第4期   页码 35-43 doi: 10.15302/J-SSCAE-2018.04.007

摘要:

智能产品与装备是智能制造和服务的价值载体、技术前提和物质基础。智能产品与装备的内涵体现在两个辩证的方面:一是智能技术的产品化,主要体现在物联网、大数据、云计算、边缘计算、机器学习、深度学习、安全监控、自动化控制、计算机技术、精密传感技术、GPS定位技术等的综合应用;二是传统产品的智能化,借势新一代人工智能,赋予传统产品以更高智慧,在智能制造装备、智能生产、智能管理等方面注入强劲生命力和发展动能。在广泛科学调研和已有研究基础上,结合《中国制造2025》的十大重点领域及《人工智能三年行动计划》等宏观政策,拟定了智能产品与装备的十二大装备领域。研究表明,新一代智能产品与装备以知识工程为核心,以自感应、自适应、自学习和自决策为显著特征。未来将重点发展该领域的十大关键技术。

关键词: 智能产品与装备     知识工程     智能状态感应     智能变异适应     智能知识学习     智能控制决策    

New technology foresight method based on intelligent knowledge management

Lingling ZHANG, Siting HUANG

《工程管理前沿(英文)》 2020年 第7卷 第2期   页码 238-247 doi: 10.1007/s42524-019-0062-z

摘要: The increasing importance of technology foresight has simultaneously raised the significance of methods that determine crucial areas and technologies. However, qualitative and quantitative methods have shortcomings. The former involve high costs and many limitations, while the latter lack expert experience. Intelligent knowledge management emphasizes human–machine integration, which combines the advantages of expert experience and data mining. Thus, we proposed a new technology foresight method based on intelligent knowledge management. This method constructs a technological online platform to increase the number of participating experts. A secondary mining is performed on the results of patent analysis and bibliometrics. Thus, forward-looking, innovative, and disruptive areas and relevant experts must be discovered through the following comprehensive process: Topic acquisition → topic delivery → topic monitoring → topic guidance → topic reclamation → topic sorting → topic evolution → topic conforming → expert recommendation.

关键词: technology foresight     intelligent knowledge management     technological online platform    

智能预报模式与水文中长期智能预报方法

陈守煜,郭瑜,王大刚

《中国工程科学》 2006年 第8卷 第7期   页码 30-35

摘要:

建立了以模糊优选、BP神经网络及遗传算法有机结合的智能预报模式与方法。在应用该方法进行中长期水文智能预报时,首先选取训练样本的数量,根据预报因子与预报对象的相关关系得到相对隶属度矩阵;再将其作为BP神经网络输入值以训练连接权重;最后将得到的连接权重值用于预报检验。计算结果表明,智能预报模式与方法的运行速度、精度及稳定性都达到了实际应用的要求。

关键词: 模糊优选     BP神经网络     遗传算法     智能预报模式     中长期水文智能预报    

智能石油工程 Perspective

Mohammad Ali Mirza, Mahtab Ghoroori, Zhangxin Chen

《工程(英文)》 2022年 第18卷 第11期   页码 27-32 doi: 10.1016/j.eng.2022.06.009

摘要:

数据驱动方法和人工智能(AI)算法比基于物理的方法更有前景,前者主要来源是数据,这是每个现象的基本要素。这些算法从数据中学习并揭示看不见的模式。这项新技术对每秒产生大量数据的石油行业具有重要意义。由于石油和天然气行业正处于向油田数字化的过渡阶段,在不同的石油工程挑战中,集成数据驱动建模和机器学习(ML)算法的动力越来越大。ML已广泛应用于工业的不同领域。人们已开展大量的研究,探索AI 在该行业各个学科中的适用性。然而,这些研究缺乏两个主要特征,大多数研究要么不够实用,不适用于实际领域的挑战,要么仅限于特定问题,无法推广。必须注意数据本身及其分类和存储方式。尽管有大量来自不同学科的数据,但它们都被存储在部门的数据库中,消费者无法访问。为了从数据中获取尽可能多的信息,需要将数据存储在一个集中的数据库中,不同的应用程序可以从中方便地使用这些数据。

关键词: 人工智能     机器学习     智能油藏工程     文本挖掘     智能地球科学     智能钻探工程    

基于智能网联的特种设备智能制造发展思路分析

刘三江,陈祖志,石坤,李光海

《中国工程科学》 2020年 第22卷 第6期   页码 143-150 doi: 10.15302/J-SSCAE-2020.06.019

摘要:

特种设备是国民经济建设和社会生活的重要基础设施,在特种设备领域发展智能制造、实现特种设备制造业的转型升 级,是“中国制造 2025”的重要组成部分。本文分析了特种设备的特点及发展现状,梳理了发展特种设备智能制造的需求情况, 提出了推动特种设备制造业由大变强的有效手段及发展思路。研究提出,发展特种设备智能制造的指导思想是采用并联式发 展道路,并行推进特种设备行业工业 2.0、工业 3.0、工业 4.0 的发展;发展重点是产品可追溯、质量管理智能化、动态风险 实时监控。在此基础上,引入智能网联技术思路作为特种设备智能制造的发展路径,分析智能网联的技术内涵,着重从特种 设备智联网构建、智能应用开发两方面提出了基于该路径的特种设备智能制造关键任务,以期为特种设备领域推进智能制造 提供理论参考。

关键词: 特种设备     智能制造     智能网联     并联式发展    

智能钻完井技术研究综述 Review

李根生, 宋先知, 田守嶒, 祝兆鹏

《工程(英文)》 2022年 第18卷 第11期   页码 33-48 doi: 10.1016/j.eng.2022.07.014

摘要:

石油与天然气工程智能化已成为行业发展的必然趋势,其中智能钻完井技术可以大幅提高钻井效率和钻遇率,降低施工成本,被视为油气领域的一项变革性技术和前沿热点。机理-数据融合的智能建模、数字孪生等人工智能方法及其在油气钻完井工程领域的应用已取得广泛关注和关键进展,但是智能钻完井技术研究仍然处于初级阶段。在人工智能、大数据等前沿技术与油气钻完井工程深度融合的过程中,智能钻完井场景体系、多源多尺度数据治理、机理-数据混合驱动、模型可解释性、模型迁移性和不确定性建模等面临诸多挑战。为此,本文系统提出了钻完井人工智能应用场景体系,全面阐述了各场景下的智能技术及研究进展,深入探讨了智能钻完井技术未来发展的重点方向,为人工智能技术落地油气钻完井工程提供参考。

关键词: 智能钻完井     人工智能     智能应用场景     文献综述     系统讨论    

标题 作者 时间 类型 操作

Field investigation of intelligent compaction for hot mix asphalt resurfacing

Wei HU,Xiang SHU,Baoshan HUANG,Mark WOODS

期刊论文

高碾压混凝土坝智能碾压理论研究

刘东海,李丙扬,崔博

期刊论文

Experimental research on compaction characteristics of aeolian sand

YUAN Yuqing, WANG Xuancang, ZHOU Xin

期刊论文

Numerical simulation of compaction parameters for sand-filled embankment using large thickness sand filling

Wentao WANG, Chongzhi TU, Rong LUO

期刊论文

高心墙堆石坝坝面碾压施工仿真理论与应用

钟登华,赵晨生,张平

期刊论文

A study on fatigue damage of asphalt mixture under different compaction using 3D-microstructural characteristics

Jing HU, Pengfei LIU, Bernhard STEINAUER

期刊论文

Experimental study on compaction-induced anisotropic mechanical property of rockfill material

Xiangtao ZHANG, Yizhao GAO, Yuan WANG, Yu-zhen YU, Xun SUN

期刊论文

Two-scale modeling of granular materials: A FEM-FEM approach

Yun-Zhu CAI, Yu-Ching WU

期刊论文

智能船舶工程科技发展战略研究

郎舒妍,曾晓光,张民

期刊论文

新一代人工智能引领下的智能产品与装备

谭建荣,刘振宇,徐敬华

期刊论文

New technology foresight method based on intelligent knowledge management

Lingling ZHANG, Siting HUANG

期刊论文

智能预报模式与水文中长期智能预报方法

陈守煜,郭瑜,王大刚

期刊论文

智能石油工程

Mohammad Ali Mirza, Mahtab Ghoroori, Zhangxin Chen

期刊论文

基于智能网联的特种设备智能制造发展思路分析

刘三江,陈祖志,石坤,李光海

期刊论文

智能钻完井技术研究综述

李根生, 宋先知, 田守嶒, 祝兆鹏

期刊论文