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To internalize or not? Addressing key differences between Turkish migrant and native workers in construction employment 内化还是不内化?解决土耳其移民工人和本地工人在建筑业就业中的主要差异问题
Pub Date : 2024-05-07 DOI: 10.1108/ecam-07-2023-0748
I. C. Yılmaz, H. Tekin
PurposeMigration is on the rise due to globalization and human mobility. This has led to increased impacts that have affected many industries, including the construction industry. A large number of migrants are employed in the construction sector, and employers are challenged to make sure all employees are properly integrated to meet the demands needed for construction projects. This article addresses key differences between migrant and native workers to help hiring departments in the construction industry analyse workers' attitudes based on cultural and motivational factors to have the workforce they need to succeed.Design/methodology/approachThe research used both quantitative and qualitative surveys. A two-part questionnaire, designed through a comprehensive literature review, was carried out to identify key differences between native and migrant workers. The data were obtained and then analysed using different statistical approaches, including factor analysis protocol, factor structure model, reliability analysis, relative importance index and nonparametric test analysis. A semi-structured interview was then conducted to discuss all the findings.FindingsThe study indicated that migrant workers, compared to natives, tend to give more importance to their working environment, particularly accommodation, work safety and relations with teammates. Also, migrants typically take a socialistic approach instead of an individual approach while at work and reveal an extensive range of behaviours based on a sense of belonging. It might be more important for migrants to have a place in society, to have a settled life and to be integrated into an established order than to improve their rights and benefits. On the other hand, the study argued that native workers tend to prioritize their benefits at work, such as regular payments for overtime and insurance premiums. Their behaviours might carry a more neutral and individual attitude as well as specific cultural traces.Research limitations/implicationsThe study is limited to a sample of participants in the Turkish construction sector. Further research based on more cultural models and motivational factors with a larger group of respondents from different countries could offer better results. The results of the study might not apply to a broad context due to many other factors that affect worker behaviours, such as geography, cultural structures and working conditions. Despite these drawbacks, the present paper may help employers and other stakeholders understand the best way to incorporate migrants into the construction industry.Originality/valueThis research is very important for the construction industry in various countries that are currently employing thousands of migrants. Being able to address the key differences between migrants and native workers based on cultural and motivational factors might help with engagement and create a level of harmony in the field for greater productivity.
目的由于全球化和人员流动,移民人数不断增加。这对许多行业造成了越来越大的影响,其中就包括建筑业。大量移民受雇于建筑行业,雇主面临的挑战是如何确保所有员工都能适当融入,以满足建筑项目的需求。本文探讨了外来务工人员和本地务工人员之间的主要差异,以帮助建筑行业的招聘部门根据文化和动机因素分析务工人员的态度,从而获得成功所需的劳动力。通过全面的文献综述设计了一份由两部分组成的调查问卷,以确定本地工人和外来务工人员之间的主要差异。获得数据后,使用不同的统计方法进行分析,包括因子分析协议、因子结构模型、可靠性分析、相对重要性指数和非参数检验分析。研究结果表明,与本地人相比,外来务工人员更重视工作环境,尤其是住宿、工作安全和与队友的关系。此外,外来务工人员在工作时通常会采取社会化的方式,而不是个人化的方式,并在归属感的基础上表现出一系列广泛的行为。对移民来说,在社会中占有一席之地、过上安定的生活、融入既定秩序可能比改善他们的权利和福利更为重要。另一方面,研究认为,本地工人倾向于优先考虑工作福利,如定期支付加班费和保险费。他们的行为可能带有更加中立和个性化的态度以及特定的文化痕迹。基于更多的文化模式和动机因素,对更多来自不同国家的受访者进行进一步研究,可以得出更好的结果。由于地理位置、文化结构和工作条件等许多其他因素会影响工人的行为,因此本研究的结果可能不适用于广泛的环境。尽管存在这些缺点,本文仍可帮助雇主和其他利益相关者了解将移民纳入建筑业的最佳方式。能够根据文化和动机因素来解决移民与本地工人之间的关键差异,可能有助于提高参与度,并在现场创造和谐的氛围,从而提高生产率。
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引用次数: 0
Exploring blockchain technology acceptance among non-managerial construction practitioners in Shenzhen, China 探索中国深圳非经营性建筑从业人员对区块链技术的接受程度
Pub Date : 2024-04-02 DOI: 10.1108/ecam-08-2023-0840
Longhui Liao, Yuehua Ye, Nana Wei, Hong Li, Cheng Fan
PurposeProblems such as information asymmetry and a lack of trust among construction practitioners damage the quality and progress of construction projects. The decentralization, transparency, traceability and temper-proof nature of blockchain technology (BCT) can provide solutions and facilitate multiparty cooperation. However, BCT acceptance in the construction industry is relatively low, and there are few pilot projects adopting BCT. Most relevant literature focuses on BCT acceptance at the industry and organizational levels, but the impact of non-managerial practitioners executing BCT or the traditional approach in day-to-day work tends to be disregarded. This study aims to establish a theoretical model of BCT acceptance, identify key influencing factors and paths of behavioral intention to adopt BCT and promote strategies to enhance BCT adoption.Design/methodology/approachA new BCT acceptance model for construction practitioners was proposed. A survey was performed with 203 construction practitioners in Shenzhen, China and post-survey interviews were conducted with four BCT experts for validation. Covariance-based structural equation modeling was used to examine the influence paths and moderating effect analysis was performed to check practitioners’ differential perceptions.FindingsPerformance expectancy, social influence, facilitating conditions and perceived behavioral control significantly and positively influence behavioral intention to accept BCT, while impacts from effort performance and risk are negative. Overcoming obstacles related to the effort required for BCT adoption and effective risk management will be essential to unlocking BCT’s transformative potential. Then, the moderating effects of respondents’ gender, degree and BCT knowledge as well as the project type involved were analyzed. Continued adoption of BCT in the construction industry has the potential to revolutionize project management, transparency and trust among stakeholders.Research limitations/implicationsThe findings of this research can help practitioners and government agencies understand crucial influencing factors and pathways of BCT acceptance. Targeted measures, such as increasing practitioners’ benefits and sense of BCT usefulness, conducting pilot projects and increasing publicity, were proposed for project leadership teams to enhance BCT adoption. This may lead to increased efficiency, reduced disputes and more streamlined and secure construction processes, ultimately enhancing the industry’s overall performance.Originality/valueFew studies have explored BCT acceptance from the perspective of non-managerial construction practitioners. The BCT acceptance model proposed in this study is a novel adaptation of previous technology acceptance models, with new factors (risk and perceived behavioral control) and moderating variables (degree, BCT knowledge and project type) added for better understanding of non-managerial practitioners’ perceptions and differences.
目的信息不对称和建筑从业人员之间缺乏信任等问题会损害建筑项目的质量和进度。区块链技术(BCT)的去中心化、透明性、可追溯性和防伪性可以提供解决方案并促进多方合作。然而,建筑行业对区块链技术的接受度相对较低,采用区块链技术的试点项目也很少。大多数相关文献关注的是行业和组织层面对 BCT 的接受程度,但往往忽视了非管理从业人员在日常工作中执行 BCT 或传统方法的影响。本研究旨在建立BCT接受度的理论模型,确定采用BCT的关键影响因素和行为意向路径,并推广促进BCT采用的策略。对中国深圳的 203 名建筑从业人员进行了调查,并对四名 BCT 专家进行了调查后访谈以进行验证。研究结果绩效预期、社会影响、便利条件和感知行为控制对接受 BCT 的行为意向有显著的正向影响,而努力绩效和风险的影响为负。克服采用生物技术所需的努力和有效风险管理方面的障碍对于释放生物技术的变革潜力至关重要。然后,分析了受访者的性别、学历、BCT 知识以及所涉及项目类型的调节作用。研究局限/意义本研究的结果可帮助从业人员和政府机构了解BCT接受度的关键影响因素和途径。为项目领导团队提出了有针对性的措施,如提高从业人员的收益和对业连管有用性的认识、开展试点项目和加强宣传,以促进业连管的采用。这可能会提高效率、减少纠纷、简化施工流程并确保安全,最终提高行业的整体绩效。 原创性/价值很少有研究从非管理型建筑从业人员的角度探讨对 BCT 的接受程度。本研究提出的 BCT 接受度模型是对以往技术接受度模型的一种新的调整,增加了新的因素(风险和感知行为控制)和调节变量(程度、BCT 知识和项目类型),以便更好地理解非管理型从业人员的感知和差异。
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引用次数: 0
Developing a multidimensional risk assessment model for sustainable construction projects 为可持续建筑项目开发多维风险评估模型
Pub Date : 2024-03-29 DOI: 10.1108/ecam-11-2023-1201
I. Y. Wuni
PurposeSustainable construction re-engineers the conventional project lifecycle to integrate sustainability solutions. The additional sustainability requirements introduce new layers of complexity, challenges and risks that if unaddressed, can derail the gains in sustainable construction projects. This study developed a multidimensional risk assessment model for sustainable construction projects in the United Arab Emirates (UAE).Design/methodology/approachThe research activities a comprised comprehensive literature review to shortlist relevant risks, an analysis of the probability – impact rating of the shortlisted risks – and the development of a risk assessment model for SC projects in the UAE. The model is developed based on the multicriteria framework and mathematical formulation of the fuzzy synthetic evaluation approach.FindingsThe developed model quantified the overall risk level in sustainable construction projects to be 3.71 on a 5-point Likert scale, indicating that investment in SC projects in the UAE is risky and should be carefully managed. The developed model further revealed that each of the risk groups, comprising management (3.82), technical (3.78), stakeholder (3.68), regulatory (3.66), material (3.53) and economic risks (3.502), presents a significant threat to realizing outcomes typical of SC projects.Originality/valueThis study developed a multidimensional risk assessment model capable of objectively quantifying the overall risk level and provides decision support to project teams to improve risk management in sustainable construction projects.
目的可持续建筑重新设计了传统的项目生命周期,以整合可持续发展解决方案。额外的可持续发展要求带来了新的复杂性、挑战和风险,如果不加以解决,可能会破坏可持续建筑项目的成果。本研究为阿拉伯联合酋长国(UAE)的可持续建筑项目开发了一个多维风险评估模型。研究活动包括全面的文献综述,以筛选出相关风险,分析筛选出的风险的概率和影响等级,并为阿联酋的可持续建筑项目开发一个风险评估模型。该模型是基于多标准框架和模糊合成评估方法的数学表述而开发的。研究结果所开发的模型将可持续建筑项目的总体风险水平量化为 3.71(5 点李克特量表),表明阿联酋可持续建筑项目的投资存在风险,应谨慎管理。开发的模型进一步显示,由管理风险(3.82)、技术风险(3.78)、利益相关者风险(3.68)、监管风险(3.66)、材料风险(3.53)和经济风险(3.502)组成的各风险组对实现可持续建筑项目的典型成果构成重大威胁。
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引用次数: 0
Automated compliance checking for BIM models based on Chinese-NLP and knowledge graph: an integrative conceptual framework 基于中文-NLP 和知识图谱的 BIM 模型合规性自动检查:一个综合概念框架
Pub Date : 2024-03-29 DOI: 10.1108/ecam-10-2023-1037
Sihao Li, Jiali Wang, Zhao Xu
PurposeThe compliance checking of Building Information Modeling (BIM) models is crucial throughout the lifecycle of construction. The increasing amount and complexity of information carried by BIM models have made compliance checking more challenging, and manual methods are prone to errors. Therefore, this study aims to propose an integrative conceptual framework for automated compliance checking of BIM models, allowing for the identification of errors within BIM models.Design/methodology/approachThis study first analyzed the typical building standards in the field of architecture and fire protection, and then the ontology of these elements is developed. Based on this, a building standard corpus is built, and deep learning models are trained to automatically label the building standard texts. The Neo4j is utilized for knowledge graph construction and storage, and a data extraction method based on the Dynamo is designed to obtain checking data files. After that, a matching algorithm is devised to express the logical rules of knowledge graph triples, resulting in automated compliance checking for BIM models.FindingsCase validation results showed that this theoretical framework can achieve the automatic construction of domain knowledge graphs and automatic checking of BIM model compliance. Compared with traditional methods, this method has a higher degree of automation and portability.Originality/valueThis study introduces knowledge graphs and natural language processing technology into the field of BIM model checking and completes the automated process of constructing domain knowledge graphs and checking BIM model data. The validation of its functionality and usability through two case studies on a self-developed BIM checking platform.
目的 建筑信息模型(BIM)模型的合规性检查在整个建筑生命周期中至关重要。BIM 模型所承载信息的数量和复杂性不断增加,使得合规性检查更具挑战性,而人工方法很容易出错。因此,本研究旨在为 BIM 模型的自动合规性检查提出一个综合概念框架,以便识别 BIM 模型中的错误。本研究首先分析了建筑和消防领域的典型建筑标准,然后开发了这些元素的本体。在此基础上,建立建筑标准语料库,并训练深度学习模型来自动标注建筑标准文本。利用 Neo4j 进行知识图谱的构建和存储,并设计了基于 Dynamo 的数据提取方法来获取检查数据文件。案例验证结果表明,该理论框架可以实现领域知识图谱的自动构建和 BIM 模型合规性的自动检查。原创性/价值本研究将知识图谱和自然语言处理技术引入 BIM 模型检查领域,完成了构建领域知识图谱和检查 BIM 模型数据的自动化过程。通过在自主开发的 BIM 检查平台上进行两个案例研究,验证了其功能性和可用性。
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引用次数: 0
Consumer purchase intention for extrinsic and intrinsic cues of construction and demolition waste recycled products 消费者对建筑和拆除垃圾回收产品外在和内在线索的购买意向
Pub Date : 2024-03-28 DOI: 10.1108/ecam-11-2022-1035
Zhikun Ding, Wanqi Nie, VivianW.Y. Tam, Chethana Illankoon
PurposeThe preferences and adoption of recycled materials by consumers are subject to a variety of factors, such as enablers and barriers. Despite this, there exists a paucity of research concerning stakeholders' perceived value and real purchase decision towards recycled products. Consequently, this research study aims to fill this gap by investigating stakeholders' perceived value of recycled products derived from construction and demolition (C&D) waste and its effect on purchase decisions.Design/methodology/approachResearch data were collected from 219 valid questionnaires completed by Chinese stakeholders. Structural equation modeling (SEM) was then employed to test eight hypotheses.FindingsThe results show intrinsic cue (materials) and extrinsic cue (brand) influence the stakeholders’ judgment on C&D waste recycled products’ value and then their purchase intention. However, cues such as quality, word-of-mouth, price, policy and advertised have not play a significant role in practice.Originality/valueThis research study verified the significance of brand and material cues on decision making for purchasing C&D waste recycled products, providing new insights to policy making to enhance the uptake of C&D waste recycled products in construction industry.
目的 消费者对回收材料的偏好和采用受到各种因素的影响,如有利因素和障碍。尽管如此,有关利益相关者对回收产品的感知价值和实际购买决策的研究仍然很少。因此,本研究旨在通过调查利益相关者对建筑和拆除(C&D)废弃物再生产品的感知价值及其对购买决策的影响来填补这一空白。结果表明,内在线索(材料)和外在线索(品牌)会影响利益相关者对拆建废弃物再生产品价值的判断,进而影响其购买意向。原创性/价值这项研究验证了品牌和材料线索对购买拆建废弃物再生产品决策的重要性,为制定政策以提高拆建废弃物再生产品在建筑行业的使用率提供了新的见解。
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引用次数: 0
People, space use and objects: an UWB-based quantifying approach for post-occupancy evaluation of new architectural spaces 人、空间使用和物体:基于 UWB 的新建筑空间入住后评估量化方法
Pub Date : 2024-03-26 DOI: 10.1108/ecam-04-2023-0360
D. N. Ege, P. Aalto, Martin Steinert
PurposeThis study was conducted to address the methodical shortcomings and high associated cost of understanding the use of new, poorly understood architectural spaces, such as makerspaces. The proposed quantified method of enhancing current post-occupancy evaluation (POE) practices aims to provide architects, engineers and building professionals with accessible and intuitive data that can be used to conduct comparative studies of spatial changes, understand changes over time (such as those resulting from COVID-19) and verify design intentions after construction through a quantified post-occupancy evaluation.Design/methodology/approachIn this study, we demonstrate the use of ultra-wideband (UWB) technology to gather, analyze and visualize quantified data showing interactions between people, spaces and objects. The experiment was conducted in a makerspace over a four-day hackathon event with a team of four actively tracked participants.FindingsThe study shows that by moving beyond simply counting people in a space, a more nuanced pattern of interactions can be discovered, documented and analyzed. The ability to automatically visualize findings intuitively in 3D aids architects and visual thinkers to easily grasp the essence of interactions with minimal effort.Originality/valueBy providing a method for better understanding the spatial and temporal interactions between people, objects and spaces, our approach provides valuable feedback in POE. Specifically, our approach aids practitioners in comparing spaces, verifying design intent and speeding up knowledge building when developing new architectural spaces, such as makerspaces.
目的 本研究旨在解决在了解新的、鲜为人知的建筑空间(如创客空间)的使用情况方面存在的方法缺陷和高昂的相关成本。所提出的量化方法旨在加强当前的使用后评估(POE)实践,为建筑师、工程师和建筑专业人员提供可访问的直观数据,用于对空间变化进行比较研究,了解随时间发生的变化(如 COVID-19 带来的变化),并通过量化的使用后评估验证施工后的设计意图。该实验是在一个创客空间进行的,为期四天,由四名积极跟踪参与者组成的团队参与。研究结果该研究表明,除了简单地计算空间中的人数外,还可以发现、记录和分析更细微的互动模式。我们的方法提供了一种更好地理解人、物体和空间之间时空互动的方法,为 POE 提供了宝贵的反馈。具体来说,我们的方法有助于从业人员在开发新的建筑空间(如创客空间)时对空间进行比较、验证设计意图并加快知识积累。
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引用次数: 0
Benchmarking lean construction conformance in Pakistan’s construction industry 巴基斯坦建筑业精益建造标准的制定
Pub Date : 2024-03-26 DOI: 10.1108/ecam-11-2023-1125
Mughees Aslam, Edmund Baffoe-Twum, Sohail Malik
PurposeLean construction (LC) is an innovative approach in the construction industry that has shown significant success in developed countries. Although LC has potential in the construction sector of Pakistan, it has not been extensively explored. This study aims to address this knowledge gap by identifying and predicting current lean practices and assessing the strengths and weaknesses of LC implementation in Pakistan.Design/methodology/approachUsing robust statistical methods to analyze 92 valid responses, the study reveals that approximately 54% of lean practices are currently in use in the construction industry of Pakistan, with a population mean ranging from 52.7% to 55.6%.FindingsSurprisingly, the research identifies instances where some construction firms in Pakistan are implementing LC practices, even though they have only a limited understanding of its underlying principles. Notably, certain subprinciples, such as visual management, top management commitment to change, employee training, process cycle time reduction and production optimization, are less integrated within the construction industry. Exploring the possibility of implementing LC, recommendations for strategies to implement LC in Pakistan are suggested, aligning with the conceptual model proposed by the researchers.Originality/valueThe novelty of this work offers insights that can serve as a comprehensive guide for developing nations. It provides a structured approach to assess and benchmark LC practices, which, in turn, can contribute to a more efficient and effective construction industry. Moreover, the strategies proposed in this research can aid developing countries in the efficient implementation of LC. This will have a positive implication for both economic and developmental outcomes.
目的 精益建造(LC)是建筑行业的一种创新方法,在发达国家取得了巨大成功。虽然精益建造在巴基斯坦的建筑行业具有潜力,但尚未得到广泛探索。本研究旨在通过识别和预测当前的精益实践,并评估巴基斯坦实施精益建造的优势和劣势,来弥补这一知识空白。研究结果令人惊讶的是,研究发现巴基斯坦的一些建筑公司正在实施精益建造实践,尽管他们对其基本原则的理解有限。值得注意的是,某些子原则,如可视化管理、高层管理者对变革的承诺、员工培训、缩短流程周期和优化生产,在建筑行业中的整合程度较低。在探索实施可视化管理的可能性的同时,根据研究人员提出的概念模型,提出了在巴基斯坦实施可视化管理的战略建议。它为评估和基准 LC 实践提供了一种结构化的方法,这反过来又有助于提高建筑行业的效率和效益。此外,本研究提出的战略可帮助发展中国家有效实施立法。这将对经济和发展成果产生积极影响。
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引用次数: 0
Diffusion of BIM policies in China: an event history analysis BIM 政策在中国的传播:事件史分析
Pub Date : 2024-02-27 DOI: 10.1108/ecam-08-2023-0826
Yu Yang, Shiting Shao, Dongping Cao
PurposeDespite the critical role of the policy environment in facilitating the advancement of building information modeling (BIM) as a systemic innovation to reshape traditional facility design, construction and operation processes, scant scholarly attention has been paid to systematically investigating how and why complex BIM policies are concretely and gradually implemented in different regional contexts from a dynamic policy diffusion perspective. This study aims to empirically investigate how different types of BIM policy instruments are dynamically implemented in heterogeneous regions over time and how the diffusion of BIM policies across different regions is comprehensively impacted by both internal efficiency needs and external legitimacy pressures.Design/methodology/approachThis study employed a positivist research paradigm in which BIM policy data from 182 prefecture-level and above cities in China during 2011–2022 were analyzed with quantitative approaches for theory verification. Based on the content analysis of the evolutionary characteristics of the adopted BIM policy instruments in heterogeneous regions over time, the event history analysis (EHA) method was then used to further examine the mechanisms underlying the diffusion of BIM policies across different regions.FindingsThe content analysis results show that while environmental instruments (such as technological integration and goal planning) are the primary policy instruments currently adopted in China, recent years have also witnessed increasing adoptions of supply-side instruments (such as fiscal support and information support) and demand-side instruments (such as demonstration projects and tax incentives). After controlling for the impacts of regional fiscal and technical resources, the EHA results illustrate that BIM policy adoption positively relates to regional construction industry scale but negatively relates to regional industry productivity and that compared with public pressures from industry participants, vertical pressures from the central government and horizontal pressures from neighboring regions are more substantial drivers for policy adoption.Originality/valueAs an exploratory effort of using a dynamic policy diffusion perspective to systematically investigate how BIM policies are adopted in heterogeneous regional contexts to facilitate BIM advancement, this study not only characterizes the complexity and dynamics of BIM policies but also provides deepened understandings of the mechanisms underlying policy adoption in the conservative construction industry. The findings hold implications for how multifarious policy instruments can be more effectively and dynamically adopted to facilitate the advancement of BIM and related technologies as innovative solutions in the construction domain.
目的尽管政策环境在推动建筑信息模型(BIM)这一重塑传统设施设计、建造和运营流程的系统性创新方面发挥着关键作用,但很少有学者关注从动态政策扩散的角度系统地研究复杂的 BIM 政策如何以及为什么会在不同的区域背景下得到具体和逐步的实施。本研究旨在通过实证研究,探讨不同类型的 BIM 政策工具是如何随着时间的推移在异质区域动态实施的,以及 BIM 政策在不同区域的扩散是如何受到内部效率需求和外部合法性压力的综合影响。 本研究采用实证主义研究范式,通过定量分析 2011-2022 年间中国 182 个地级及以上城市的 BIM 政策数据,进行理论验证。研究结果内容分析结果表明,虽然环境工具(如技术集成和目标规划)是中国目前采用的主要政策工具,但近年来也越来越多地采用了供给侧工具(如财政支持和信息支持)和需求侧工具(如示范项目和税收优惠)。在控制了地区财政和技术资源的影响后,EHA 结果表明,BIM 政策的采用与地区建筑业规模呈正相关,但与地区行业生产率呈负相关;与来自行业参与者的公共压力相比,来自中央政府的纵向压力和来自周边地区的横向压力是政策采用的更大驱动力。原创性/价值 作为一项探索性工作,本研究利用动态政策扩散视角,系统地研究了 BIM 政策如何在异质区域背景下被采用,以促进 BIM 的发展,本研究不仅描述了 BIM 政策的复杂性和动态性,还加深了对保守的建筑行业政策采用机制的理解。研究结果对如何更有效、更动态地采用多种政策工具,以促进 BIM 和相关技术的发展,将其作为建筑领域的创新解决方案具有重要意义。
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引用次数: 0
A hybrid spherical fuzzy AHP-MARCOS model for evaluating the condition of saltwater pipes in Hong Kong 用于评估香港海水管道状况的混合球形模糊 AHP-MARCOS 模型
Pub Date : 2024-02-21 DOI: 10.1108/ecam-08-2023-0777
N. Elshaboury, Tarek Zayed, Eslam Mohammed Abdelkader
PurposeWater pipes degrade over time for a variety of pipe-related, soil-related, operational, and environmental factors. Hence, municipalities are necessitated to implement effective maintenance and rehabilitation strategies for water pipes based on reliable deterioration models and cost-effective inspection programs. In the light of foregoing, the paramount objective of this research study is to develop condition assessment and deterioration prediction models for saltwater pipes in Hong Kong.Design/methodology/approach As a perquisite to the development of condition assessment models, spherical fuzzy analytic hierarchy process (SFAHP) is harnessed to analyze the relative importance weights of deterioration factors. Afterward, the relative importance weights of deterioration factors coupled with their effective values are leveraged using the measurement of alternatives and ranking according to the compromise solution (MARCOS) algorithm to analyze the performance condition of water pipes. A condition rating system is then designed counting on the generalized entropy-based probabilistic fuzzy C means (GEPFCM) algorithm. A set of fourth order multiple regression functions are constructed to capture the degradation trends in condition of pipelines overtime covering their disparate characteristics.FindingsAnalytical results demonstrated that the top five influential deterioration factors comprise age, material, traffic, soil corrosivity and material. In addition, it was derived that developed deterioration models accomplished correlation coefficient, mean absolute error and root mean squared error of 0.8, 1.33 and 1.39, respectively.Originality/valueIt can be argued that generated deterioration models can assist municipalities in formulating accurate and cost-effective maintenance, repair and rehabilitation programs.
目的由于与管道、土壤、操作和环境有关的各种因素,水管会随着时间的推移而老化。因此,市政当局有必要根据可靠的老化模型和具有成本效益的检查计划来实施有效的水管维护和修复策略。有鉴于此,本研究的首要目标是建立香港咸水管道的状况评估和老化预测模型。 设计/方法/方法 作为建立状况评估模型的前提条件,球形模糊分析层次过程(SFAHP)被用来分析老化因素的相对重要性权重。然后,利用替代方案的衡量和根据折衷方案排序(MARCOS)算法,利用劣化因素的相对重要性权重及其有效值来分析水管的性能状况。然后,根据基于广义熵的概率模糊 C 均值(GEPFCM)算法设计了一个状态评级系统。分析结果表明,前五大影响劣化因素包括管龄、材料、交通、土壤腐蚀性和材料。原创性/价值可以说,生成的劣化模型可以帮助市政当局制定准确且具有成本效益的维护、修理和修复计划。
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引用次数: 0
Evaluation of risk factors affecting the safety of coal mine construction projects using an integrated DEMATEL-ISM approach 采用 DEMATEL-ISM 综合方法评估影响煤矿建设项目安全的风险因素
Pub Date : 2024-02-20 DOI: 10.1108/ecam-02-2023-0103
Xiao-hui Shi, Yan Liu, Kunkun Ma, Zixin Gu, Yaning Qiao, Guodong Ni, Chibuzor Ojum, Alex Opoku, Yong Liu
Purpose The purpose is to identify and evaluate the safety risk factors in the coal mine construction process.Design/methodology/approach The text mining technique was applied in the stage of safety risk factor identification. The association rules method was used to obtain associations with safety risk factors. Decision-Making Trial and Evaluation Laboratory (DEMATEL) and Interpretative Structural Modeling (ISM) were utilized to evaluate safety risk factors.Findings The results show that 18 safety risk factors are divided into 6 levels. There are 12 risk transmission paths in total. Meanwhile, unsafe behavior and equipment malfunction failure are the direct causes of accidents, and inadequate management system is the basic factor that determines the safety risk status.Research limitations/implications Due to the limitation of the computational matrix workload, this article only categorizes numerous lexical items into 18 factors. Then, the workshop relied on a limited number of experts; thus, the findings may be potentially biased. Next, the accident report lacks a universal standard for compilation, and the use of text mining technique may be further optimized. Finally, since the data are all from China, subsequent cross-country studies should be considered.Social implications The results can help China coal mine project managers to have a clear understanding of safety risks, efficiently carry out risk hazard identification work and take timely measures to cut off the path of transmission with risks identified in this study. This helps reduce the economic losses of coal mining enterprises, thus improving the safety standards of the entire coal mining industry and the national standards for coal mine safety policy formulation.Originality/value Coal mine construction projects are characterized by complexity and difficulties in construction. Current research on the identification and assessment of safety risk factors in coal mine construction is insufficient. This study combines objective and systematic research approaches. The findings contribute to the safety risk management of China coal mine construction projects by providing a basis for the development of safety measures.
设计/方法/途径 在安全风险因素识别阶段应用了文本挖掘技术。采用关联规则法获得安全风险因素的关联。结果表明,18 个安全风险因素分为 6 个等级。共有 12 条风险传递路径。同时,不安全行为和设备故障失效是事故发生的直接原因,管理制度不完善是决定安全风险状况的基本因素。研究局限性/意义 由于计算矩阵工作量的限制,本文仅将众多词条归类为 18 个因素。其次,研讨会依靠的专家人数有限,因此研究结果可能存在偏差。其次,事故报告缺乏通用的编制标准,文本挖掘技术的使用可能有待进一步优化。社会意义 本研究结果有助于中国煤矿项目管理人员清晰认识安全风险,高效开展风险隐患识别工作,及时采取措施切断本研究发现的风险传播途径。原创性/价值 煤矿建设项目具有复杂性和施工难度大的特点。目前对煤矿建设中安全风险因素的识别与评估研究不足。本研究结合了客观和系统的研究方法。研究结果为中国煤矿建设项目的安全风险管理提供了依据,有助于制定安全措施。
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Engineering, Construction and Architectural Management
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