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Field BIM and mobile BIM technologies: a requirements taxonomy and its interactions with construction management functions 现场BIM和移动BIM技术:需求分类及其与施工管理功能的交互
IF 3.3 Pub Date : 2023-04-25 DOI: 10.1108/ci-07-2022-0160
Benjamin Jowett, D. J. Edwards, M. Kassem
PurposeThis study aims to develop a taxonomy of requirements for mobile BIM technologies (MBT), clarify the relating terms and concepts, and identify the interactions between MBT features and the construction management functions on sites.Design/methodology/approachA positivist approach with elements of interpretivism is adopted to allow to capture what is perceived as “reality” in relation to individuals’ interpretation and experience in the use and implementation of MBT. This is achieved by using a mixed qualitative-quantitative approach that can capture the various understandings of MBT. The research methods included a longitudinal case study over 12 months, two project workshops, expert interviews and an industry survey that together helped to investigate MBT at project, enterprise and industry levels.FindingsThe MBT requirements taxonomy included requirements relating to both project and organisation. Project requirements addressed MBT functionalities for sites and information management, while organisation requirements focused on the integration of MBT solutions with the enterprise from information technology, legal and security perspectives. A detailed matrix showing the interactions between five key MBT features and seven construction management functions was also developed.Research limitations/implicationsThe two constructs developed by this study can help researchers to structure their investigation of key uses of MBT applications and their benefits. It can be used by researchers aiming to investigate integrated approaches to the digitalisation of construction sites, such as those enabled by Digital Twins. The interaction matrix can aid researchers in evaluating the intersections between the MBT functionalities and the site construction management functions (e.g. theoretical analysis of interactions from Lean Construction, benefit evaluation perspective). More broadly, the two constructs can support research and practice investigating the development of data-driven approaches on construction sites.Practical implicationsThe developed MBT taxonomy can guide construction organisations in selecting suitable MBT for Field BIM for their projects. It can also act as a baseline against which varying MBT solutions can be compared.Originality/valueConstructs such as taxonomies for MBTs; an understanding of MBT capabilities and use within the industry; and a lack of delineation between related terms, such as Mobile BIM, Field BIM, Site BIM, Cloud BIM and Mobile Apps, were lacking in the literature. This study contributed to addressing this gap.
本研究旨在制定移动BIM技术(MBT)的需求分类,澄清相关术语和概念,并确定MBT特征与现场施工管理功能之间的相互作用。设计/方法论/方法采用了带有解释主义元素的实证主义方法,以便捕捉到与个人在使用和实施MBT中的解释和经验相关的“现实”。这是通过使用混合的定性-定量方法来实现的,这种方法可以捕获对MBT的各种理解。研究方法包括为期12个月的纵向案例研究、两次项目研讨会、专家访谈和行业调查,这些都有助于在项目、企业和行业层面调查MBT。发现MBT需求分类法包括与项目和组织相关的需求。项目需求解决了站点和信息管理的MBT功能,而组织需求侧重于从信息技术、法律和安全角度将MBT解决方案与企业集成。还开发了一个详细的矩阵,显示了五个关键MBT特征和七个施工管理功能之间的相互作用。本研究提出的两种结构可以帮助研究人员对MBT应用的关键用途及其益处进行结构化研究。研究人员可以使用它来研究建筑工地数字化的综合方法,例如由Digital Twins实现的方法。交互矩阵可以帮助研究者评价MBT功能与现场建设管理功能之间的交互关系(如从精益建设角度对交互关系进行理论分析、效益评价等)。更广泛地说,这两种结构可以支持研究和实践,调查建筑工地数据驱动方法的发展。实际意义开发的MBT分类法可以指导建筑组织为其项目选择适合的MBT进行现场BIM。它还可以作为比较不同MBT解决方案的基准。原创性/价值结构,如mbt的分类;了解MBT的功能和行业内的使用情况;文献中缺乏对相关术语的描述,如Mobile BIM, Field BIM, Site BIM, Cloud BIM和Mobile Apps。这项研究有助于解决这一差距。
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引用次数: 1
A deep convolutional neural network for predicting electricity consumption at Grey Nuns building in Canada 用于预测加拿大格雷修女大楼用电量的深度卷积神经网络
IF 3.3 Pub Date : 2023-04-25 DOI: 10.1108/ci-01-2023-0005
N. Elshaboury, Eslam Mohammed Abdelkader, A. Al-Sakkaf, A. Bagchi
PurposeThe energy efficiency of buildings has been emphasized along with the continual development in the building and construction sector that consumes a significant amount of energy. To this end, the purpose of this research paper is to forecast energy consumption to improve energy resource planning and management.Design/methodology/approachThis study proposes the application of the convolutional neural network (CNN) for estimating the electricity consumption in the Grey Nuns building in Canada. The performance of the proposed model is compared against that of long short-term memory (LSTM) and multilayer perceptron (MLP) neural networks. The models are trained and tested using monthly electricity consumption records (i.e. from May 2009 to December 2021) available from Concordia’s facility department. Statistical measures (e.g. determination coefficient [R2], root mean squared error [RMSE], mean absolute error [MAE] and mean absolute percentage error [MAPE]) are used to evaluate the outcomes of models.FindingsThe results reveal that the CNN model outperforms the other model predictions for 6 and 12 months ahead. It enhances the performance metrics reported by the LSTM and MLP models concerning the R2, RMSE, MAE and MAPE by more than 4%, 6%, 42% and 46%, respectively. Therefore, the proposed model uses the available data to predict the electricity consumption for 6 and 12 months ahead. In June and December 2022, the overall electricity consumption is estimated to be 195,312 kWh and 254,737 kWh, respectively.Originality/valueThis study discusses the development of an effective time-series model that can forecast future electricity consumption in a Canadian heritage building. Deep learning techniques are being used for the first time to anticipate the electricity consumption of the Grey Nuns building in Canada. Additionally, it evaluates the effectiveness of deep learning and machine learning methods for predicting electricity consumption using established performance indicators. Recognizing electricity consumption in buildings is beneficial for utility providers, facility managers and end users by improving energy and environmental efficiency.
目的随着消耗大量能源的建筑业的不断发展,建筑的能源效率一直受到重视。为此,本文的研究目的是对能源消耗进行预测,以改进能源资源的规划和管理。设计/方法/方法本研究提出了卷积神经网络(CNN)在估计加拿大Grey Nuns大楼用电量方面的应用。将所提出的模型的性能与长短期记忆(LSTM)和多层感知器(MLP)神经网络的性能进行了比较。使用Concordia设施部门提供的月度用电量记录(即2009年5月至2021年12月)对模型进行培训和测试。统计测量(例如确定系数[R2]、均方根误差[RMSE]、平均绝对误差[MAE]和平均绝对百分比误差[MAPE])用于评估模型的结果。结果显示,CNN模型在未来6个月和12个月的预测中优于其他模型。它将LSTM和MLP模型报告的R2、RMSE、MAE和MAPE的性能指标分别提高了4%、6%、42%和46%以上。因此,所提出的模型使用可用数据来预测未来6个月和12个月的电力消耗。2022年6月和12月,总用电量预计为195312 kWh和254737 kWh。原创性/价值本研究讨论了一个有效的时间序列模型的开发,该模型可以预测加拿大遗产建筑的未来用电量。深度学习技术首次被用于预测加拿大格雷修女大楼的用电量。此外,它还评估了深度学习和机器学习方法使用既定性能指标预测电力消耗的有效性。通过提高能源和环境效率,认识到建筑物的电力消耗对公用事业提供商、设施管理者和最终用户都是有益的。
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引用次数: 0
Influence of an integrated value-based asset condition assessment in built asset management 基于价值的综合资产状况评估在建筑资产管理中的影响
IF 3.3 Pub Date : 2023-04-14 DOI: 10.1108/ci-11-2021-0216
Zihao Ye, Georgios Kapogiannis, S. Tang, Zhiang Zhang, C. Jimenez-Bescos, Tianlun Yang
PurposeBuilt asset management processes require a long transition period to collect, edit and update asset conditions information from existing data sets. This paper aims to explore and explain whether and how digital technologies, including asset information model (AIM), Internet of Things (IoT) and blockchain, can enhance asset conditions assessment and lead to better asset management.Design/methodology/approachMixed methods are applied to achieve the research objective with a focus in universities. The questionnaire aims to test whether the integration of AIM, IoT and blockchain can enhance asset condition assessment (ACA). Descriptive statistical analysis was applied to the quantitative data. The mean, median, mode, standard deviation, variance, skewness and range of the data group were calculated. Semi-structured interviews were designed to answer how the integration of AIM, IoT and blockchain can enhance the ACA. Quantitative data was analysed to define and explain the essential factors for each sub-hypothesis. Meanwhile, to strengthen the evaluation of the research hypothesis, the researcher also obtained secondary data from the literature review.FindingsThe research shows that the integration of AIM, IoT and blockchain strongly influences asset conditions assessment. The integration of AIM, IoT and blockchain can improve the asset monitoring and diagnostics through its life cycle and in different aspects, including financial, physical, functional and sustainability. Moreover, the integration of AIM, IoT and blockchain can enhance cross-functional collaboration to avoid misunderstandings, various barriers and enhance trust, communication and collaboration between the team members. Finally, costs and risk could be reduced, and performance could be increased during the ACA.Practical implicationsThe contribution of this study indicated that the integration of AIM, IoT and blockchain application in asset assessment could increase the efficiency, accuracy, stability and flexibility of asset assessment to ensure the reliability of assets and lead to a high-efficiency working environment. More importantly, a key performance indicator for ACA based on the asset information, technology and people experience could be developed gradually.Originality/valueThis study can break the gap between transdisciplinary knowledge to improve the integration of people, technology (AIM, IoT and blockchain) and process value-based ACA in built asset management within universities.
目的构建资产管理流程需要很长的过渡期来收集、编辑和更新现有数据集中的资产状况信息。本文旨在探索和解释包括资产信息模型(AIM)、物联网(IoT)和区块链在内的数字技术是否以及如何增强资产状况评估,并实现更好的资产管理。设计/方法论/方法采用混合方法来实现大学关注的研究目标。该问卷旨在测试AIM、物联网和区块链的整合是否可以增强资产状况评估(ACA)。定量数据采用描述性统计分析。计算数据组的平均值、中位数、模式、标准差、方差、偏度和范围。半结构化访谈旨在回答AIM、物联网和区块链的集成如何增强ACA。对定量数据进行了分析,以定义和解释每个子假设的基本因素。同时,为了加强对研究假设的评价,研究者还从文献综述中获得了二次数据。研究结果表明,AIM、物联网和区块链的集成对资产状况评估有很大影响。AIM、物联网和区块链的集成可以改善资产在整个生命周期和不同方面的监测和诊断,包括财务、物理、功能和可持续性。此外,AIM、物联网和区块链的集成可以增强跨职能协作,避免误解和各种障碍,并增强团队成员之间的信任、沟通和协作。最后,在ACA过程中,可以降低成本和风险,提高性能。实际意义本研究的贡献表明,AIM、物联网和区块链应用在资产评估中的集成可以提高效率、准确性,资产评估的稳定性和灵活性,以确保资产的可靠性,并带来高效的工作环境。更重要的是,可以逐步开发出基于资产信息、技术和人员体验的ACA关键绩效指标。独创性/价值这项研究可以打破跨学科知识之间的差距,以提高人、技术(AIM、物联网和区块链)和基于过程价值的ACA在大学内部构建资产管理中的集成。
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引用次数: 0
Identifying critical challenges to lean construction adoption 确定采用精益施工的关键挑战
IF 3.3 Pub Date : 2023-04-12 DOI: 10.1108/ci-09-2022-0229
Arpita Singh, Vimal Kumar, Ankesh Mittal, Pratima Verma
PurposeThis study aims to set out to identify and evaluate potential obstacles to successfully implementing lean construction (LC) as a result.Design/methodology/approachSeveral indicators were recognized as major obstacles following an exhaustive assessment of the literature and a multicriteria decision analysis based on the analytic hierarchy process (AHP) of information obtained from a questionnaire survey that was directed to practitioners in the Indian construction industry.FindingsThe results of this AHP model suggest that “Managerial” and “Inadequate resources” categories with a priority weight of “0.361” and “0.309” have the highest levels of influence, respectively, while “Inadequate knowledge” and “just in time (JIT)” categories with a priority weight of “0.053” and “0.034” have the lowest levels of influence, respectively.Research limitations/implicationsConstruction companies can use the study’s findings as a guide to determine whether they are ready to embrace LC, learn more about the components needed for implementation or investigate any challenges that may arise. These businesses can then create plans to promote the adoption and application of the lean philosophy.Originality/valueThe Indian construction industry may see great success with LC management initiatives. LC concepts have been adopted by many nations, but during the past 20 years, there has only appeared to be a limited amount of lean implementation in the Indian construction industry. It seems that several structural and cultural barriers are preventing its effective implementation. Organizations will not be able to determine what improvement efforts are required, where these efforts should be directed or which initiatives could provide the best outcomes if they are unaware of the elements that influence the effective implementation of LC.
目的本研究旨在识别和评估成功实施精益施工的潜在障碍。设计/方法/方法在对文献进行详尽评估后,根据从针对印度建筑业从业者的问卷调查中获得的信息的层次分析法(AHP)进行了多准则决策分析,几个指标被认为是主要障碍。该AHP模型的结果表明,优先级权重分别为“0.361”和“0.309”的“管理”和“资源不足”类别的影响力最高,而优先级权重为“0.053”和“0.034”的“知识不足”和“准时制”类别的影响最低。研究局限性/含义建筑公司可以利用研究结果作为指导,确定他们是否准备好接受LC,了解更多实施所需的组件,或调查可能出现的任何挑战。然后,这些企业可以制定计划,促进精益哲学的采用和应用。创意/价值印度建筑业可能会在LC管理举措方面取得巨大成功。LC概念已被许多国家采用,但在过去20年中 多年来,印度建筑业似乎只有有限的精益实施。似乎有一些结构性和文化障碍阻碍了其有效实施。如果组织不知道影响LC有效实施的因素,它们将无法确定需要哪些改进努力,这些努力应该指向哪里,或者哪些举措可以提供最佳结果。
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引用次数: 1
Agility assessment framework for modular and offsite construction 模块化和非现场施工的敏捷性评估框架
IF 3.3 Pub Date : 2023-04-11 DOI: 10.1108/ci-09-2022-0238
Tarek Salama, Hisham Said
PurposeThe purpose of this paper is to determine if companies in the modular and offsite construction (MOC) industry are agile or not and its level of application for agility principles, which allows for quick responses to the increasingly dynamic nature of industry environments.Design/methodology/approachThis paper proposes an agility assessment framework for MOC that uses 48 assessment attributes organized into four categories: metrics, drivers, enablers and capabilities. A questionnaire approach was used to disseminate the framework globally in 19 countries and synthesize its relevance to the MOC industry. The questionnaire had 55 complete responses, majority of respondents work in managerial positions for MOC manufacturing facilities and onsite general contractors.FindingsIt was found that the lowest metric score for adapting to change was for cost since controlling cost would be difficult for any changes required after the design freeze stage. The top agility driver was found to be the need to respond to the wide variety of customer expectations, while the lowest driver was the existence of competing priorities. The top agility enabler was vendor partnership, which can be related to current postpandemic supply chain disruptions. Regarding technological capabilities, Europe and the USA acquired better scores compared to Asia, Latin America and Africa.Originality/valueThis study contributes to the MOC body of knowledge by creating an agility assessment tool for MOC firms to analyze their agile approach and environment, identifying the preliminary importance of agility assessment attributes and determining significant agile differences between the main MOC industry groups.
目的本文的目的是确定模块化和非现场施工(MOC)行业中的公司是否敏捷,以及其对敏捷性原则的应用水平,该原则允许对行业环境日益动态的性质做出快速反应。设计/方法论/方法本文提出了一个主运行中心敏捷性评估框架,该框架使用48个评估属性,分为四类:指标、驱动因素、使能因素和能力。采用问卷调查法在全球19个国家传播该框架,并综合其与主运行中心行业的相关性。问卷共有55个完整的回答,大多数回答者在主运行中心制造设施和现场总承包商的管理职位上工作。结果发现,适应变化的最低指标得分是成本,因为在设计冻结阶段后,控制成本对于任何需要的变化都是困难的。敏捷性最高的驱动因素是需要对各种各样的客户期望做出反应,而最低的驱动因素则是存在相互竞争的优先级。最具灵活性的因素是供应商合作,这可能与当前疫情后的供应链中断有关。在技术能力方面,与亚洲、拉丁美洲和非洲相比,欧洲和美国获得了更好的分数。原始性/价值这项研究通过为MOC公司创建一个敏捷性评估工具来分析其敏捷方法和环境,为MOC知识体系做出了贡献,确定敏捷性评估属性的初步重要性,并确定主运行中心行业主要群体之间的显著敏捷差异。
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引用次数: 0
“It's your fault!” – said a public client to modernity advocates: an exploration of UK public sector’s viewpoints on the modern methods of construction “这是你的错!”——现代性倡导者的一位公众客户说道:英国公共部门对现代建筑方法的观点探索
IF 3.3 Pub Date : 2023-04-07 DOI: 10.1108/ci-11-2022-0282
PurposeThe staggering demand for construction projects to meet a spectrum of public needs is projected to outstrip the industry’s supply capability. The modern methods of construction (MMC) offers wider control due to shifting key construction processes offsite. Public clients play a significant role due to their purchasing power; however, their uptake of MMC is low, despite the benefits. The purpose of this study is to reveal the reasoning behind such low adoption. The research gap, herewith, is our lack of understanding of the influence of public clients perceptions on their adoption’s indecision.Design/methodology/approachThis study used a qualitative approach to investigate the motives behind the public sector’s low MMC adoption. Semi-structured interviews with 14 of the United Kingdom’s public sector decision-makers, industry leaders and experts have been conducted. Perspectives were argued against the diffusion of innovation (DOI) theory.FindingsOverall, the innovation’s attributes informed the authors of the positive perceptions from the public sector, demonstrating that the low adoption of MMC is not linked to any embedded issues with the innovation itself rather being predominantly related to the dynamics between supply and demand. The former (supply), reflected a failure in communicating confidence, and the latter (demand), attained characteristics that are limiting wider uptake.Originality/valueTo the best of the authors’ knowledge, this is the first study to apply the DOI theory to reveal the relationship between UK public clients’ perceptions and their decision-making. Moreover, this paper addresses the scant attention to the use of theories to explain the flow of innovations in the construction context.
目的为了满足一系列公众需求,对建筑项目的惊人需求预计将超过该行业的供应能力。由于关键施工过程转移到场外,现代施工方法(MMC)提供了更广泛的控制。公众客户由于其购买力而发挥着重要作用;然而,尽管有好处,他们对MMC的吸收还是很低。这项研究的目的是揭示这种低采用率背后的原因。因此,研究的差距在于,我们缺乏对公众客户认知对其收养犹豫不决的影响的理解。设计/方法/方法本研究采用定性方法来调查公共部门低MMC采用率背后的动机。对14名联合王国公共部门决策者、行业领袖和专家进行了半结构化访谈。有人反对创新扩散理论。发现总体而言,创新的属性使作者了解了公共部门的积极看法,表明MMC的低采用率与创新本身的任何嵌入式问题无关,而主要与供需之间的动态有关。前者(供应)反映了沟通信心的失败,而后者(需求)则获得了限制更广泛接受的特征。独创性/价值据作者所知,这是第一项应用DOI理论来揭示英国公众客户认知与其决策之间关系的研究。此外,本文还解决了在建筑环境中使用理论来解释创新流动的不足。
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引用次数: 2
Key residential construction defects: a framework for their identification and correlated causes 住宅建筑主要缺陷的识别框架及其相关原因
IF 3.3 Pub Date : 2023-04-07 DOI: 10.1108/ci-05-2022-0103
R. Lambers, F. Lamari, M. Skitmore, Darmicka Rajendra
PurposeConstruction defects are one of the primary causes of deficient quality performance and constantly yield project cost and schedule overruns mostly because of rework. This study aims to propose a new method for identifying a bespoke checklist of the most recurrent defects in residential construction work and their correlated causes as a basis for developing a framework for practical improvements in managing defect risks.Design/methodology/approachA literature review was first used to ground the defects within the existing theory and develop a new framework for ranking the key defects involved. This was demonstrated and tested by an analysis of Queensland Building Construction Commission (QBCC) archival data for 42,000 reported defects in new Queensland residential buildings. A questionnaire survey of 427 construction practitioners from 37 trades was then conducted to determine their causes.FindingsThe developed framework consists of preconditions for defective acts, defective supervision and organizational influences and is found to be suitable for analyzing the QBCC archives to rank the 20 most frequent defects. In the demonstration study, a questionnaire survey identified the highest frequency latent causes of defective acts to be workers taking shortcuts to complete tasks, workers’ lack of skill or knowledge level, challenges and limitations of technical constructability, and incorrect material supply; the failure to correct a known problem and poor supervision for defective supervision; and inadequate employee training, low managerial priority for quality and high time pressure and constraints for organizational influences.Originality/valueThe method is a new approach to identifying the key defects in residential construction work and their correlated causes for developing bespoke checklists as an aid to in managing defect risks.
目的施工缺陷是质量性能不足的主要原因之一,经常导致项目成本和进度超支,主要是因为返工。本研究旨在提出一种新的方法,用于确定住宅建筑工程中最常见缺陷及其相关原因的定制清单,作为制定缺陷风险管理实际改进框架的基础。设计/方法/方法首先使用文献综述来确定现有理论中的缺陷,并开发一个新的框架来对所涉及的关键缺陷进行排序。昆士兰建筑建设委员会(QBCC)对42000个报告的昆士兰新住宅缺陷的档案数据进行了分析,证明并测试了这一点。然后对来自37个行业的427名建筑从业者进行了问卷调查,以确定他们的原因。发现所开发的框架由缺陷行为、缺陷监督和组织影响的先决条件组成,适用于分析QBCC档案,对20个最常见的缺陷进行排名。在示范研究中,一项问卷调查确定了缺陷行为最常见的潜在原因是工人走捷径完成任务、工人缺乏技能或知识水平、技术可施工性的挑战和限制以及不正确的材料供应;未纠正已知问题,监督不力;员工培训不足,管理层对质量的重视程度低,时间压力大,组织影响力受到限制。独创性/价值该方法是一种新的方法,用于识别住宅建筑工程中的关键缺陷及其相关原因,以制定定制清单,帮助管理缺陷风险。
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引用次数: 1
Adoption of smart contracts in the construction industry: an institutional analysis of drivers and barriers 建筑业采用智能合约:驱动因素和障碍的制度分析
IF 3.3 Pub Date : 2023-04-06 DOI: 10.1108/ci-03-2022-0066
G. Shang, Low Sui Pheng, Roderick Low Zhong Xia
PurposeThe construction industry has arrived at a crossroads of rapid technological progress. While it is foreseen that the advent of new construction technologies will disrupt the construction industry’s future, such disruptions often create the ideal environment for innovation. As poor payment practices continue to plague the construction industry, the advent of smart contracts has created an opportunity to rectify the inherent flaws in the mitigation of payment problems in traditional construction contracts. Given the intrinsic resistance of construction firms to such revolutionary changes, this study aims to understand the various factors influencing the adoption of smart contracts in the Singapore construction industry.Design/methodology/approachA mixed method was adopted involving quantifying respondents’ perceptions of the factors influencing smart contract adoption, and validation from a group of interviewees on the matter. Out of 461 registered quantity surveyor members contacted via the Singapore institute of surveyors and valuers website, 55 respondents took part in the survey. This is followed by semi-structured interviews to validate the survey results.FindingsThe findings indicate that construction firms have neither a significant knowledge of nor willingness to adopt smart contracts. A total of 29 institutional factors were also identified that significantly influence the adoption of smart contracts. The quantitative findings were further reinforced by qualitative interviews with five industry experts.Originality/valueWith recognition of and the successful formulation of the significant institutional drivers and barriers, the key findings of this study will be integral in driving the commercial adoption of smart contracts within the construction industry.
目的建筑业正处于技术快速进步的十字路口。虽然可以预见,新建筑技术的出现将破坏建筑业的未来,但这种破坏往往会为创新创造理想的环境。随着糟糕的支付方式继续困扰着建筑业,智能合同的出现为纠正传统建筑合同中缓解支付问题的固有缺陷创造了机会。鉴于建筑公司对这种革命性变化的内在抵制,本研究旨在了解影响新加坡建筑业采用智能合同的各种因素。设计/方法/方法采用了一种混合方法,包括量化受访者对影响智能合约采用的因素的看法,以及一组受访者对此事的验证。在新加坡测量师和估价师协会网站联系的461名注册工料测量师成员中,有55名受访者参加了调查。随后进行半结构化访谈,以验证调查结果。调查结果表明,建筑公司既不了解也不愿意采用智能合约。还发现了29个对智能合约的采用有重大影响的制度因素。对五位行业专家进行的定性访谈进一步强化了定量调查结果。独创性/价值随着对重要制度驱动因素和障碍的认识和成功制定,本研究的关键发现将成为推动建筑行业智能合同商业应用的不可或缺的因素。
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引用次数: 0
Modeling the relationship between value management implementation phases, critical success factors and overall project success 对价值管理实施阶段、关键成功因素和整体项目成功之间的关系进行建模
IF 3.3 Pub Date : 2023-04-04 DOI: 10.1108/ci-01-2022-0018
A. Kineber, I. Othman, Ayodeji Emmanuel Oke, N. Chileshe, T. Zayed
PurposeThis study aims to develop an overall project success (OPS) model by investigating the mediation impact of value management (VM) implementation between VM critical success factors (CSFs) and OPS as well as the moderation impact of VM CSFs between VM implementation and OPS.Design/methodology/approachIn total, 335 structured questionnaires were administered to relevant stakeholders in the study area. The research used a partial least square structural equation modeling (PLS-SEM) to model the relationship among VM implementation, CSFs and OPS.FindingsThe results revealed that there is an indirect positive and significant correlation among the variables. The model prediction analysis also significantly impacted with 59.9% on OPS by setting VM implementation as a mediator variable and 61% by setting VM CSFs as a moderation variable.Practical implicationsThis research work will serve as a guide or benchmark for decision-makers who want to use VM to improve the success of their building projects.Originality/valueThis study fills the knowledge gap by identifying and emphasizing the impact of VM CSFs and activities on OPS.
目的本研究旨在探讨价值管理(VM)实施在VM关键成功因素(csf)与OPS之间的中介作用,以及VM关键成功因素在VM实施与OPS之间的调节作用,构建整体项目成功(OPS)模型。设计/方法/方法总共向研究领域的相关利益相关者发放了335份结构化问卷。本研究采用偏最小二乘结构方程模型(PLS-SEM)对虚拟机实施、CSFs和OPS之间的关系进行建模。结果表明,各变量之间存在间接正相关关系。将虚拟机实现设置为中介变量对OPS的影响为59.9%,将虚拟机csf设置为调节变量对OPS的影响为61%。实际意义本研究工作将作为决策者的指导或基准谁想要使用虚拟机来提高他们的建筑项目的成功。原创性/价值本研究通过确定和强调VM的CSFs和活动对OPS的影响来填补知识空白。
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引用次数: 1
A genetic algorithm-based design model to provide reduced risk areas for housing interiors 一种基于遗传算法的设计模型,为住宅内部提供降低风险的区域
IF 3.3 Pub Date : 2023-03-28 DOI: 10.1108/ci-12-2022-0334
S. B. Garip, Orkan Zeynel Güzelci, E. Garip, Serkan Kocabay
PurposeThis study aims to present a novel Genetic Algorithm-Based Design Model (GABDM) to provide reduced-risk areas, namely, a “safe footprint,” in interior spaces during earthquakes. This study focuses on housing interiors as the space where inhabitants spend most of their daily lives.Design/methodology/approachThe GABDM uses the genetic algorithm as a method, the Nondominated Sorting Genetic Algorithm II algorithm, and the Wallacei X evolutionary optimization engine. The model setup, including inputs, constraints, operations and fitness functions, is presented, as is the algorithmic model’s running procedure. Following the development phase, GABDM is tested with a sample housing interior designed by the authors based on the literature related to earthquake risk in interiors. The implementation section is organized to include two case studies.FindingsThe implementation of GABDM resulted in optimal “safe footprint” solutions for both case studies. However, the results show that the fitness functions achieved in Case Study 1 differed from those achieved in Case Study 2. Furthermore, Case Study 2 has generated more successful (higher ranking) “safe footprint” alternatives with its proposed furniture system.Originality/valueThis study presents an original approach to dealing with earthquake risks in the context of interior design, as well as the development of a design model (GABDM) that uses a generative design method to reduce earthquake risks in interior spaces. By introducing the concept of a “safe footprint,” GABDM contributes explicitly to the prevention of earthquake risk. GABDM is adaptable to other architectural typologies that involve footprint and furniture relationships.
目的本研究旨在提出一种新的基于遗传算法的设计模型(GABDM),以在地震期间在室内空间提供降低风险的区域,即“安全足迹”。这项研究的重点是住宅内部,因为居民日常生活的大部分时间都在这里度过。设计/方法论/方法GABDM使用遗传算法作为方法,使用非支配排序遗传算法II算法和Wallacei X进化优化引擎。给出了模型设置,包括输入、约束、运算和适应度函数,以及算法模型的运行过程。在开发阶段之后,GABDM用作者根据室内地震风险相关文献设计的住宅室内样本进行了测试。执行部分包括两个案例研究。发现GABDM的实施为两个案例研究带来了最佳的“安全足迹”解决方案。然而,结果表明,在案例研究1中实现的适应度函数与在案例研究2中实现的不同。此外,案例研究2通过其拟议的家具系统产生了更成功(排名更高)的“安全足迹”替代方案。独创性/价值本研究提出了一种在室内设计背景下处理地震风险的独创性方法,并开发了一种设计模型(GABDM),该模型使用生成设计方法来降低室内空间的地震风险。通过引入“安全足迹”的概念,GABDM明确地为预防地震风险做出了贡献。GABDM适用于其他涉及占地面积和家具关系的建筑类型。
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Construction Innovation-England
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