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Computer-vision based rapid entire body analysis (REBA) estimation 基于计算机视觉的快速全身分析(REBA)估计
Pub Date : 2022-09-14 DOI: 10.29173/mocs269
Chao Fan, Q. Mei, Qiuling Yang, Xinming Li
Although much attention has been paid to the safety risk of construction sites and ergonomic risk assessment of workers, the automation of ergonomic risk assessment has not been significantly developed. This article presents a non-intrusive, automated ergonomic risk assessment approach based on computer vision, machine learning, and Rapid Entire Body Assessment (REBA). The method is called Computer-Vison Based Rapid Entire Body Analysis Estimation (CVRE). This approach is expected to realize automated monitoring and early-stage warning of ergonomic risks by automating the procedure of calculating REBA scores for construction site workers. This method consists of machine learning-based key joints and joint angles estimation of human bodies and computer-vision-based automated risk estimation. With the extensive development of machine learning and computer vision, researchers have been paying attention to assessing ergonomic risks with machine learning techniques. The proposed method has been further validated using the experimental data obtained by a motion capture system.
虽然人们对建筑工地的安全风险和工人的工效风险评估非常重视,但工效风险评估的自动化并没有得到很大的发展。本文提出了一种基于计算机视觉、机器学习和快速全身评估(REBA)的非侵入式自动化人体工程学风险评估方法。这种方法被称为基于计算机视觉的快速全身分析估计(CVRE)。该方法有望通过自动化计算建筑工地工人REBA分数的过程,实现对人体工程学风险的自动化监测和预警。该方法由基于机器学习的人体关键关节和关节角度估计和基于计算机视觉的自动风险估计两部分组成。随着机器学习和计算机视觉的广泛发展,利用机器学习技术评估人体工程学风险已成为研究人员关注的焦点。利用运动捕捉系统获得的实验数据进一步验证了该方法的有效性。
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引用次数: 0
Numerical Study of the Geometry Effect of Notched Connections in Mass Timber Panel-Concrete Composite Floors 大质量木板-混凝土组合楼板缺口连接几何效应的数值研究
Pub Date : 2019-05-24 DOI: 10.29173/MOCS142
Lei Zhang, Y. Chui
A mass timber panel-concrete (MTPC) composite floor system consists of a timber panel in the tensile zone, a concrete layer in the compression zone, and shear connectors between timber and concrete. The notched connections that are cut in timber and connected with concrete by the interlocking effect are often classified as the best type of connection system in terms of stiffness and load-carrying capacity. To study the effect of notch geometry to the performance of notched connections and composite beams, 2D finite element models are built in ABAQUS in this study. The concrete portion is modelled with concrete damaged plasticity model while the timber portion is modelled with Hashin’s failure criteria. The effective bending stiffness and ultimate bending capacity of the composite beam under uniformly distributed load are obtained from the finite element models and are compared with the well-known Gamma method in Eurocode 5 and strut-and-tie model. Good agreement between finite element model in the elastic range and strut-and-tie model was achieved. However, due to the assumptions made in the Gamma method, it was found that this simplified design method is not capable of describing MTPC composite floors with discrete notched connections.
大质量木板-混凝土(MTPC)复合地板系统由拉伸区的木板、压缩区的混凝土层以及木材和混凝土之间的剪切连接件组成。在木材中切割并通过联锁效应与混凝土连接的缺口连接通常被归类为在刚度和承载能力方面最好的连接系统类型。为了研究缺口几何形状对缺口连接和组合梁性能的影响,本研究在ABAQUS中建立了二维有限元模型。混凝土部分采用混凝土损伤塑性模型,木材部分采用哈辛破坏准则。采用有限元模型计算了组合梁在均布荷载作用下的有效抗弯刚度和极限抗弯能力,并与欧洲规范5中著名的Gamma方法和拉杆模型进行了比较。有限元模型在弹性范围内与拉杆模型吻合较好。然而,由于Gamma方法中的假设,发现这种简化的设计方法无法描述具有离散缺口连接的MTPC复合地板。
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引用次数: 1
Simulation Based Approach for the Industrialization of a Cabinet Manufacturing Facility 基于仿真的橱柜制造设备产业化方法
Pub Date : 2019-05-24 DOI: 10.29173/MOCS107
R. Brown, Chelsea Ritter, M. Al-Hussein
High-end cabinet making is traditionally an artisan process that utilizes few manufacturing principles. Manufacturing lead time, labor hours required, and productivity can be improved by industrializing the process. This paper focuses on a case study of a high-end cabinet manufacturer in Edmonton AB, Canada and the proposed process and facility improvements. First, computer simulation using Simphony.NET and movement analysis of people/materials of the cabinet manufacturer’s current state of operations is conducted to establish a baseline. Next, suggested process and facility layout improvements and their anticipated results are quantified through future state simulation in order to aid management in making decisions for plant changes and to prove their effectiveness. These improvements include: application of lean principles, modification of their current production methods to reduce bottlenecks, and future state facility layout based on an optimized flow of people and materials.
高端橱柜制作传统上是一个工匠的过程,很少利用制造原理。制造交货时间、所需劳动时间和生产率可以通过工业化过程来提高。本文以加拿大埃德蒙顿的一家高端橱柜制造商为例,对其提出的工艺和设施改进方案进行了研究。首先,使用Simphony进行计算机模拟。NET和对机柜制造商当前运营状态的人员/材料的移动分析,以建立基线。接下来,建议的流程和设施布局改进及其预期结果将通过未来状态模拟进行量化,以帮助管理层做出工厂变更决策并证明其有效性。这些改进包括:应用精益原则,修改当前的生产方法以减少瓶颈,以及基于优化的人员和材料流的未来状态设施布局。
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引用次数: 0
Case Study: Off-site manufacturing of EIFS Panelized Wall Assemblies to Gain Efficiency in Construction Sequencing 案例研究:EIFS面板墙组件的非现场制造,以提高施工顺序的效率
Pub Date : 2019-05-24 DOI: 10.29173/MOCS114
S. Root, J. Cribbs, A. Chasey
This paper examines the process of constructing modular EIFS (exterior insulation and finish system) panelized wall assemblies in a manufacturing environment. The research observed the preparation required, manufacturing procedures applied, measured task times at dedicated work stations and identified bottlenecks that factor into the comprehensive approach to planning and building the exterior envelope off-site. The paper summarizes the results of 70,000 SF of EIFS panels manufactured over 70 days in a 110,000 SF facility located in Tempe, AZ. The benefits (quality control, safety, labour efficiency) and challenges (transportation, hoisting, and cost) in relationship to the traditional construction requirements for in-place EIFS systems is also analysed in this paper.
本文研究了在制造环境中构建模块化EIFS(外保温和饰面系统)墙板组件的过程。该研究观察了所需的准备工作、应用的制造程序、测量了专用工作站的任务时间,并确定了影响现场外围护结构规划和建造综合方法的瓶颈。本文总结了位于亚利桑那州Tempe的110,000平方英尺的工厂在70天内生产70,000平方英尺的EIFS面板的结果。本文还分析了与传统的现场EIFS系统施工要求相关的优点(质量控制、安全、劳动效率)和挑战(运输、吊装和成本)。
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引用次数: 2
Site-specific Modular Design Optimization for High-rise Residential Buildings 高层住宅楼选址模块化设计优化
Pub Date : 2019-05-24 DOI: 10.29173/MOCS137
V. Gan, K. Tse, Jack C. P. Cheng, Irene Lo, C. Chan
Modular design refers to a design approach whereby customized modules or components are assembled to form the layout plan of a building. Previous researches have attempted to optimize the layout plan design of low-rise houses for maximizing the natural daylighting, ventilation performance, and energy efficiency. Engineers have also studied the modular design of high-rise residential buildings to meet site constraints and to optimize site development potentials. However, the previous studies on modular building design were based on empirical trial-and-error approaches, efficient methods for identifying the optimal combination of different modules and components were still lacking in literature. Therefore, this study attempts to develop an innovative approach for optimizing the modular design of high-rise residential buildings, with the aim of maximizing the building energy performance while fulfilling the site constraints and design code requirements. The design optimization problem, including the design variables and objective functions, is properly formulated to guarantee the quality of final optimized deign. Provided a set of well-defined modules and components, evolutionary genetic algorithm (GA) is then utilized for the wide-ranging exploration of the building layout plans, taking into consideration the site conditions and building design requirements. A computer program is developed, coupling the GA optimization and energy modeling, to systematically evaluate the candidate layout plans. The energy simulation results are subsequently used to guide the GA towards finding the optimal design solution. The proposed optimization method is utilized to generate the optimal layout design for a 40-story high-rise residential building, using a set of pre-defined modular flat units. The optimal design maximizes the use of natural ventilation and daylighting to save 30-40% of the energy consumption without compromising the site constraints and design requirements. The findings of this study serve as the decision support basis to enhance modular design of high-rise residential buildings (such as energy conservation in this study), thereby improving the sustainability and cost-effectiveness of the built environment.
模块化设计是指将定制的模块或部件组装起来,形成建筑平面布局的一种设计方法。先前的研究试图优化低层住宅的布局设计,以最大限度地提高自然采光、通风性能和能源效率。工程师们还研究了高层住宅的模块化设计,以满足场地的限制,并优化场地的发展潜力。然而,以往对模块化建筑设计的研究都是基于经验试错的方法,文献中仍然缺乏有效的方法来识别不同模块和组件的最佳组合。因此,本研究试图开发一种创新的方法来优化高层住宅的模块化设计,目的是在满足场地限制和设计规范要求的同时,最大限度地提高建筑的能源性能。合理制定设计优化问题,包括设计变量和目标函数,以保证最终优化设计的质量。提供一组定义良好的模块和组件,然后利用进化遗传算法(GA)对建筑布局进行广泛的探索,同时考虑到场地条件和建筑设计要求。开发了计算机程序,将遗传算法优化和能量建模相结合,对候选布局方案进行了系统的评价。能量模拟结果随后用于指导遗传算法寻找最优设计解。利用所提出的优化方法,对某40层高层住宅楼采用一组预定义的模块化单元进行了最优布局设计。优化设计最大限度地利用自然通风和采光,在不影响场地限制和设计要求的情况下节省30-40%的能耗。本研究结果可作为高层住宅模块化设计的决策支持依据(如本研究中的节能),从而提高建筑环境的可持续性和成本效益。
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引用次数: 2
Numerical and Experimental Study on Modular-Based Timber Structures 模块化木结构的数值与试验研究
Pub Date : 2019-05-24 DOI: 10.29173/MOCS128
S. Ormarsson, J. Vessby, M. Johansson, L. Kua
Building with prefabricated light-frame volume modules is a prevalent and innovative construction method for low and mid-rise timber buildings. Compared to traditionally site-built constructions this method is very advantageous due to its high prefabrication level and the fast on-site assembly of the modules. The focus of this project is to study and optimise the global shear stiffness of the volume modules and to secure a large enough shear and uplift stiffness of the mechanical (or friction based) connections between the modules. Some companies assume that the friction between the modules is sufficient to transfer the wind stabilization forces down through the entire building. Regarding structural safety, connection design is an important task that needs to be numerically studied and experimentally verified. The paper presents numerical and experimental results obtained from two ongoing research projects concerning modular-based timber buildings in Sweden. The final aim of this work is to develop an efficient three dimensional finite-element model to analyse both the global and detailed structural behaviour of these types of buildings. To study the overall shear stiffness of the volume modules, eight different test-modules are to be tested. The test results will be used to calibrate the numerical model.
预制轻框架体模块建筑是一种普遍和创新的建筑方法,用于中低层木结构建筑。与传统的现场建造相比,这种方法具有很高的预制水平和快速的现场组装模块的优势。该项目的重点是研究和优化体积模块的整体剪切刚度,并确保模块之间的机械(或摩擦)连接具有足够大的剪切和提升刚度。一些公司认为,模块之间的摩擦足以将风稳定力传递到整个建筑。在结构安全方面,连接设计是一项重要的工作,需要进行数值研究和实验验证。本文介绍了两个正在进行的关于瑞典模块化木结构建筑的研究项目的数值和实验结果。这项工作的最终目的是开发一个有效的三维有限元模型来分析这些类型的建筑物的整体和详细的结构行为。为了研究体积模块的整体抗剪刚度,对8个不同的测试模块进行了测试。试验结果将用于校正数值模型。
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引用次数: 4
Investigating Stakeholders' Perceptions of Feasibility and Implications of Modular Construction-Based Post-Disaster Reconstruction 调查利益相关者对基于模块化结构的灾后重建的可行性和影响的看法
Pub Date : 2019-05-24 DOI: 10.29173/MOCS132
Pedram Ghannad, Yong-Cheol Lee, Jin Ouk Choi
Natural Disasters cause major adverse social and financial effects by destroying homes and infrastructures. For example, Hurricane Katrina in August 2005 damaged over 214,700 homes in New Orleans and forced over 800,000 citizens to live outside of their homes due to flooding. Thus, these disasters require a quick and efficient response to post-disaster housing issues and provide resources for temporary houses for short-term disaster relief and reconstruction of destroyed and damaged housing for full rehabilitation. Reconstruction of permanent housing for disaster victims is one of the most time-consuming activities in the post-disaster recovery process. However, time is a critical factor which should be minimized for the restoration of affected communities. Modularized construction is a promising solution for improving the process of post-disaster housing reconstruction because of its inherent characteristic of time-efficiency. This paper aimed to evaluate prefabricated modular construction potentials as an approach that can facilitate the design and construction phase of post-disaster reconstruction. An extensive literature review has been carried out to identify the features of modularized construction which can add value to the post-disaster recovery process. To investigate the suitability and feasibility of implementing modular construction for post-disaster reconstruction and also identify major barriers of its implementation, a survey has been conducted in 2018 among AEC experts who were experienced in the prefabricated construction industry and/or involved in post-disaster reconstruction projects. The results of the study indicate that prefabricated modular construction is a promising approach to improve time-efficiency of post-disaster reconstruction and tackle challenges of current practices by its unique benefits such as reduced demand for on-site labor (overcome local labor pool constraints impacted by the disaster) and resources (overcome shortage of equipment and materials), shorter schedule (due to concurrent & non-seasonal), reduced site congestion, and improved labor productivity (due to assembly line-like and controlled environment).
自然灾害摧毁房屋和基础设施,造成严重的不利社会和财政影响。例如,2005年8月的卡特里娜飓风破坏了新奥尔良超过214,700所房屋,并迫使80多万市民因洪水而离开家园。因此,这些灾害需要对灾后住房问题作出迅速和有效的反应,并为短期救灾和重建被毁和损坏的住房提供资源,以便全面恢复。为灾民重建永久性住房是灾后恢复过程中最耗时的活动之一。然而,时间是一个关键因素,应该尽量减少受影响社区的恢复。模块化建筑由于其固有的时效性特点,是改善灾后住房重建过程的一种很有前景的解决方案。本文旨在评估预制模块化建筑作为一种促进灾后重建设计和施工阶段的方法的潜力。广泛的文献综述已经进行,以确定模块化建设的特点,可以增加价值的灾后恢复过程。为了调查在灾后重建中实施模块化建筑的适用性和可行性,并确定其实施的主要障碍,2018年对AEC专家进行了一项调查,这些专家在预制建筑行业和/或参与过灾后重建项目。研究结果表明,预制模块化建筑是一种很有前途的方法,可以提高灾后重建的时间效率,并解决当前实践中的挑战,因为它具有独特的优势,如减少对现场劳动力(克服受灾害影响的当地劳动力池限制)和资源(克服设备和材料短缺)的需求,缩短工期(由于并发和非季节性),减少现场拥堵,提高了劳动生产率(由于流水线式和受控环境)。
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引用次数: 9
Evaluation of Risk Management Practice in the Nigeria Construction Industry 尼日利亚建筑业风险管理实践评价
Pub Date : 2019-05-24 DOI: 10.29173/MOCS116
M. C. Ugwu, T. Osunsanmi, C. Aigbavboa
The construction industry is an essential contributor to a country’s economic growth. Unfortunately, the sector's contribution to the economy is hindered by numerous risk surrounding a construction project. Despite the harmful effect of construction risk, it cannot be eliminated but it can only be managed. Therefore, this study aimed at evaluating the practice adopted for managing construction risk within Nigeria construction industry. The quantitative research approach was adopted, and a descriptive study was selected because it gives an accurate account of the characteristics, for example, the behaviour, opinions, abilities, beliefs and knowledge of a situation or group. The questionnaire was sent out to 200 respondents out of which a total of 150 questionnaires were valid. All the valid questionnaires were analysed using SPSS v23 adopting the exploratory factor analysis method. The findings showed that just like developed countries the Nigeria construction industry adopt the best practice of risk management in construction projects. These practices include risk identification, assessment, response and control. The exploratory factor analysis revealed that under risk identification the practice adopted by the construction professionals is dived into information sourcing and history of the project. Concerning risk assessment, the practice comprises of event analysis and creating a picture of the project. The method adopted for risk response includes generating a risk reduction methodology, establishing risk management back up plan and shifting the risk to a third party. Whereas for risk control the practice consists of enhancing construction project quality and improving the program plan of the construction project. The study contributes to the better management of construction project risk in Nigeria.
建筑业是一个国家经济增长的重要贡献者。不幸的是,该行业对经济的贡献受到了围绕建筑项目的众多风险的阻碍。施工风险虽有危害,但不能消除,只能加以管理。因此,本研究旨在评估尼日利亚建筑业内管理施工风险的做法。采用了定量研究方法,并选择了描述性研究,因为它准确地描述了特征,例如,行为,意见,能力,信念和情况或群体的知识。问卷共发放200份,其中有效问卷150份。所有有效问卷采用探索性因子分析法,采用SPSS v23进行分析。研究结果表明,与发达国家一样,尼日利亚建筑业在建筑项目中采用了风险管理的最佳实践。这些做法包括风险识别、评估、应对和控制。探索性因素分析表明,在风险识别下,施工专业人员采用的做法是深入到项目的信息来源和历史中。关于风险评估,实践包括事件分析和创建项目的图片。风险应对所采用的方法包括制定风险降低方法、建立风险管理后备计划和将风险转移给第三方。而风险控制的实践则是提高建设工程质量和完善建设工程的方案方案。该研究有助于尼日利亚更好地管理建设项目风险。
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引用次数: 6
Appraisal of the Challenges to Ensuring Occupational Health and Safety Compliance within the Nigerian Construction Industry 评估在尼日利亚建筑业内确保职业健康和安全合规的挑战
Pub Date : 2019-05-24 DOI: 10.29173/MOCS130
C. Arum, T. Osunsanmi, C. Aigbavboa
The construction industry is known for the high number of accidents occurring within the industry. This is due to the hazardous working processes which have led to severe injuries, disabilities and fatalities. Towards reducing this hazards numerous health and safety regulations have been provided by construction firms in Nigeria. Despite the provision of the regulations hazards and accidents is still experienced on construction sites. Thus, this study appraised the challenges of ensuring compliance with health and safety regulations by construction workers in the Nigeria construction industry. Data were obtained from safety personnel and construction professionals using questionnaires through a convenience sampling method. One hundred and thirty-eight were used for the analysis out of one hundred and sixty-eight that was distributed to the respondents. The questionnaire was analysed using SPSS V 24 adopting Factor analysis and mean item score. The findings clearly show that construction workers compliance to health and safety requirements is below average while the factor analysis shows inadequate safety equipment, low awareness to occupational health and poor compliance to health and safety requirements are the major challenges hindering the compliance rate. The study recommends that implementation of the use of innovative measures and hi-tech devices such as radio frequency identification for effective monitoring of construction workers. It also recommends the involvement of construction workers when making the health and safety policies. This study contributes towards improving the occupational safety experienced on construction sites within the country.
建筑行业以事故频发而闻名。这是由于危险的工作过程导致严重的伤害、残疾和死亡。为了减少这种危险,尼日利亚的建筑公司制定了许多健康和安全条例。尽管有相关法规的规定,但施工现场的危险和事故仍然时有发生。因此,本研究评估了确保尼日利亚建筑业的建筑工人遵守健康和安全条例所面临的挑战。采用方便抽样法,对安全人员和施工专业人员进行问卷调查。在分发给受访者的168份中,有138份被用于分析。采用SPSS V 24进行问卷分析,采用因子分析和平均项目得分。调查结果清楚地表明,建筑工人对健康和安全要求的遵守程度低于平均水平,而因素分析表明,安全设备不足、职业健康意识低以及对健康和安全要求的遵守程度低是阻碍合规率的主要挑战。研究建议采用创新措施和高科技设备,例如无线电频率识别,以有效监察建筑工人。它还建议在制定健康和安全政策时让建筑工人参与进来。这项研究有助于改善国内建筑工地的职业安全经验。
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引用次数: 1
Appraisal of Strategy Adopted by Construction Professionals for Coping with Stress 建筑专业人员应对压力的策略评价
Pub Date : 2019-05-24 DOI: 10.29173/MOCS118
T. Osunsanmi, Ayodeji Emmanuel Oke, C. Aigbavboa
Stress has been identified as a significant hindrance to construction professional’s performance on site. Unfortunately, stress cannot be eliminated on site, but it can only be managed with different stress coping strategies. Therefore, this study aimed at appraising the strategy adopted by construction professionals for coping with stress. Although past studies have examined strategies adopted for dealing with the stress from two dimensions namely: problem-solving and emotional based stress coping strategies. This study introduced the third dimension and called it acceptance a hybrid of previous dimensions. It also appraised the strategy adopted by construction professionals for coping with stress based on their working experience. Convenience sampling method was used in gathering data from selected construction professionals in Lagos state Nigeria. A total of 62 questionnaires were obtained from the professionals out of 70 that were distributed. The data were analysed with statistical package for social science (SPSS version 24), using, mean score and Kruskal Wallis test. The findings from the Kruskal Wallis revealed that the strategy for coping with stress coping is dependent on the construction professionals working experience. The study concludes that communication is a crucial element for coping with construction stress. The study recommends that construction firms and project managers should provide opportunities for construction workers to communicate among themselves. The findings from this study will be useful for project managers and construction firms in Nigeria towards ameliorating the adverse effect of stress among construction professionals.
压力已被确定为建筑专业人员在现场表现的重大障碍。不幸的是,压力不能在现场消除,但它只能通过不同的压力应对策略来管理。因此,本研究旨在评估建筑专业人员应对压力的策略。虽然过去的研究从两个维度考察了处理压力的策略,即:解决问题的策略和基于情绪的压力应对策略。这项研究引入了第三个维度,并将其称为接受,是前几个维度的混合体。它还根据建筑专业人员的工作经验评估了他们应对压力的策略。采用便利抽样法对尼日利亚拉各斯州选定的建筑专业人员进行数据收集。在分发的70份问卷中,共有62份来自专业人士。数据分析采用社会科学统计软件包(SPSS version 24),采用均分和Kruskal Wallis检验。Kruskal Wallis的研究结果表明,建筑专业人员应对压力的策略与工作经验有关。研究得出结论,沟通是应对施工压力的关键因素。该研究建议建筑公司和项目经理应为建筑工人提供相互沟通的机会。本研究的结果将有助于尼日利亚的项目经理和建筑公司改善建筑专业人员压力的不利影响。
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引用次数: 0
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