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Construction Innovation: Information, Process, Management最新文献

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A review of models for assessing readiness of construction organisations to innovate 评估建筑机构创新准备程度的模型综述
Pub Date : 2020-08-26 DOI: 10.1108/ci-01-2020-0014
Stephen Akunyumu, F. Fugar, E. Adinyira, J. Danku
PurposeThere is an urgent need for the construction industry to improve its current performance to increase productivity and satisfy the complex and varying needs of project clients. To be successful, construction companies must innovate. Unfortunately, the extant literature has revealed some inertia towards innovation which in several cases is because of lack of the organisational readiness required to embrace innovation. Various models for assessing organisational readiness are proposed in the literature. Accordingly, the purpose of this paper is to determine the applicability of existing models for assessing the readiness of construction organisations to innovate.Design/methodology/approachA desk study of the extant literature was conducted to identify perspectives of readiness assessment and, based on a comparative framework, a set of readiness assessment models identified was examined to ascertain their perspectives on organisational readiness assessment.FindingsFive models/tools of organisational readiness assessments were identified and compared based on a set of identified criteria. The comparative analysis revealed that three of the models can be used to assess the readiness of construction organisations to innovate, albeit with varied scopes of modification.Practical implicationsThe paper presents an overview of readiness assessment perspectives developed through models that could help organisations in selecting the most appropriate tool to assess their readiness.Originality/valueThe paper uses a comparative framework as a basis for analysing the identified models. It further discusses the strengths and weaknesses inherent in each model noting critical areas of omission.
目的建筑业迫切需要改善其目前的性能,以提高生产力,满足项目客户复杂多变的需求。要想成功,建筑企业必须创新。不幸的是,现有文献揭示了一些对创新的惰性,在一些情况下,这是因为缺乏接受创新所需的组织准备。文献中提出了评估组织准备程度的各种模型。因此,本文的目的是确定评估建筑组织创新准备程度的现有模型的适用性。设计/方法/方法对现有文献进行了桌面研究,以确定准备评估的观点,并在比较框架的基础上,检查了一组确定的准备评估模型,以确定他们对组织准备评估的观点。发现根据一组确定的标准,确定并比较了组织准备评估的五种模型/工具。对比分析显示,其中三个模型可以用来评估建筑组织的创新准备程度,尽管有不同的修改范围。本文概述了通过模型开发的准备度评估视角,这些模型可以帮助组织选择最合适的工具来评估他们的准备度。原创性/价值本文使用比较框架作为分析已识别模型的基础。它进一步讨论了每种模式固有的优缺点,并指出了遗漏的关键领域。
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引用次数: 6
Understanding industrialised house building as a company’s dynamic capabilities 理解工业化房屋建筑作为一个公司的动态能力
Pub Date : 2020-08-05 DOI: 10.1108/ci-09-2019-0086
L. Stehn, S. Engström, P. Uusitalo, Rita Lavikka
To further the understanding of industrialised house building (IHB) from a temporal, emergent corporate-ability perspective, this study aims to trace the build-up of corporate assets in an IHB company over time. The research draws on dynamic capabilities, acknowledging not only what assets the company have developed and currently are exploiting, but also how these assets were develop and managed (i.e. enhanced, combined, protected and potentially reconfigured) to sustain long-term competitiveness.,A case study design was used to form a narrative that covers the evolution of an IHB company over a 25-year period. Corporate archival material, analysis of original data from a large number of research studies during 1993-2013 and retrospective reflections of owners and managers, including crosschecking interpretations of archival material, developed and triangulated the narrative.,The study presents rich empirical findings on the build-up of corporate assets. Starting from a successive process of exploration and exploitation formation of dynamic capabilities eventually played out into an exponential dynamic capability build-up. The IHB case company displays the ability to not only continuously exploit and renew resources and competences, but also to sense, seize and reconfigure cumulative assets over time. The exponential development of dynamic capabilities resonates to literature on higher-order dynamic capabilities implying that: the accumulated and higher-order dynamic capabilities are difficult to imitate and a (any) company must possess higher-order dynamic capabilities to be able to exploit and/or take up IHB.,The study is complementing and potentially challenging frequent framings of the IHB concept. Previous research has addressed and characterised IHB mainly by encapsulating a moment in time and, thus, characteristics are momentary and represent static views on IHB. However, IHB has seen a strong development over the past 25 years, and the study reflects on this development from the perspective of one of the IHB-forerunner companies in Sweden. By exploring from a company perspective the developments, reconfiguration and capacity to develop/reconfigure over time in a changing environment, the study introduces an alternative understanding of IHB as dynamic capabilities.
为了从时间、企业能力的角度进一步理解工业化住宅建筑(IHB),本研究旨在追踪工业住宅建筑公司随着时间的推移而积累的企业资产。该研究利用了动态能力,不仅确认了公司已经开发和目前正在开发的资产,还确认了这些资产是如何开发和管理的(即增强、组合、保护和潜在的重新配置),以保持长期竞争力。案例研究设计用于形成涵盖IHB公司在25年期间的演变的叙述。通过对企业档案材料、对1993-2013年间大量研究原始数据的分析以及所有者和管理者的回顾性反思,包括对档案材料的交叉核对解释,形成并三角化了叙述。本研究对企业资产积累问题提出了丰富的实证研究结果。动态能力的形成从一个连续的探索开发过程开始,最终演变为指数型动态能力的积累。IHB案例公司不仅展示了持续开发和更新资源和能力的能力,而且还显示了随着时间的推移感知、抓住和重新配置累积资产的能力。动态能力的指数发展与高阶动态能力的文献相呼应,这意味着:积累的高阶动态能力是难以模仿的,(任何)公司必须拥有高阶动态能力才能开发和/或利用IHB。该研究是对IHB概念框架的补充和潜在挑战。以前的研究主要通过封装时间中的一个时刻来解决和表征IHB,因此,特征是瞬间的,代表了对IHB的静态看法。然而,在过去的25年里,IHB有了强劲的发展,本研究从瑞典IHB先驱公司之一的角度反映了这一发展。通过从公司的角度探索在不断变化的环境中随着时间的推移发展、重新配置和开发/重新配置的能力,本研究引入了对IHB作为动态能力的另一种理解。
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引用次数: 12
Emission assessment of alternative dam structure types, a novel approach to consider in new dam projects 可选水坝结构类型的排放评价,是新建水坝工程考虑的新途径
Pub Date : 2020-07-23 DOI: 10.1108/ci-08-2019-0074
A. Alvanchi, Z. Bajalan, Pooya Iravani
PurposeDams require high-volume of construction materials and operations over the life cycle. This paper aims to select a proper type of dam structure that can significantly contribute to the sustainability of dam projects.Design/methodology/approachThis research proposes a complementary fuel consumption and carbon dioxide (CO2) emission assessment method for the alternate dam structure types to assist decision-makers in selecting sustainable choices. Related equations are developed for two common earthen and rock-fill dam structures types in Iran. These equations are then successfully applied to two real dam project cases where the significance of the achieved results are assessed and discussed.FindingsThe achieved results of the case studies demonstrate a high deviation of up to 41.3% in CO2 emissions comparing alternate dam structure scenarios of earthen and rock-fill dam structures. This high deviation represents an important potential for CO2 emission reduction considering the high volume of the emission in large dam projects.Originality/valueThe life cycle emission assessment of the alternate dam structures, proposed in this research as a novel complementary factor, can be used in the decision-making process of dam projects. The results in this research identify high potential sustainability improvement of dam projects as a result of the proposed method.
大坝在整个生命周期中需要大量的建筑材料和操作。本文的目的是选择一种合适的水坝结构类型,可以显著促进水坝工程的可持续性。设计/方法/途径本研究提出了一种替代水坝结构类型的燃料消耗和二氧化碳(CO2)排放的互补评估方法,以帮助决策者选择可持续的选择。针对伊朗两种常见的土坝和石坝结构类型,建立了相关方程。然后将这些方程成功地应用于两个实际的大坝工程实例,并对所得结果的意义进行了评估和讨论。研究结果表明,对比土坝和堆石坝两种坝型结构的备选方案,两者在CO2排放上的偏差高达41.3%。考虑到大型水坝项目的高排放量,这种高偏差代表了二氧化碳减排的重要潜力。本研究提出的备用坝结构全生命周期排放评价作为一种新的互补因子,可用于大坝工程决策过程。本研究的结果表明,由于所提出的方法,大坝项目具有很高的可持续性改善潜力。
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引用次数: 4
Continuous improvement of the industrialised housebuilding order fulfilment process 持续改善工业楼宇订单履行流程
Pub Date : 2020-06-29 DOI: 10.1108/ci-10-2019-0115
Wolfgang Grenzfurtner, M. Gronalt
PurposeA deeper understanding of what needs to be considered to improve the targeted incorporation of employees’ knowledge into continuous improvement (CI) programmes in industrialised housebuilding (IHB) is required. This paper aims to address the current lack of involvement and connect it to structural and corporate culture factors. To avoid misjudgements in improvement activities as well as to use the full potential of performance improvement ideas, CI tools and measures need to be adapted to facilitate this integration. Relevant factors are analysed and their influences on CI measures are assessed.Design/methodology/approachThe research approach is built upon an explorative case study supported by a comprehensive literature review. Empirical data were collected through participant observation, guided interviews and company documents.FindingsThe influences on employee involvement within CI programmes and the corresponding suitability of important CI measures were evaluated on a set of relevant factors. These factors include unique building projects, project-based focus on order fulfilment, fragmented order fulfilment process, separation of order fulfilment activities in terms of space and time, procedural rules for dealing with on-site failures, short-term contracts with subcontractors and the practice of evaluating and monitoring performance on site.Research limitations/implicationsThe research paves the way for the development of suitable tools, measures and methods to effectively involve employees from all profession within a CI programme in IHB. The empirical part of this research is based on a single case study.Originality/valueThis work extends the body of knowledge of CI application in the construction industry with an analysis of factors influencing its implementation and management.
目的更深入地了解需要考虑什么,以提高有针对性地将员工的知识纳入工业化住宅建筑(IHB)的持续改进(CI)计划。本文旨在解决目前缺乏参与的问题,并将其与结构和企业文化因素联系起来。为了避免在改进活动中做出错误判断,并充分利用性能改进思想的潜力,需要调整CI工具和度量来促进这种集成。分析了相关因素,评价了其对CI测度的影响。设计/方法/方法研究方法建立在探索性案例研究的基础上,并辅以全面的文献综述。通过参与观察、引导访谈和公司文件收集实证数据。研究结果基于一系列相关因素评估了CI项目对员工参与的影响以及重要CI措施的相应适用性。这些因素包括独特的建筑项目、以项目为基础的订单履行、碎片化的订单履行流程、订单履行活动在空间和时间上的分离、处理现场故障的程序规则、与分包商的短期合同以及评估和监测现场绩效的做法。研究的局限性/意义本研究为开发合适的工具、措施和方法铺平了道路,从而有效地让IHB的所有职业的员工参与到CI项目中。本研究的实证部分是基于单一案例研究。原创性/价值本工作通过分析影响CI实施和管理的因素,扩展了CI在建筑行业应用的知识体系。
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引用次数: 8
Critical factors influencing the bid or no-bid decision of the indigenous small building contractors in Tanzania 影响坦桑尼亚本土小型建筑承包商投标或不投标决策的关键因素
Pub Date : 2020-06-27 DOI: 10.1108/ci-09-2019-0098
N. Chileshe, N. Kavishe, D. Edwards
Design/methodology/approach – An interpretivist epistemological design was adapted to extensively manually review and search extant literature on bid or no bid decision making criteria. A total of 30 most common bid/no bid decision making criteria were identified. These were included in a questionnaire survey data collection instrument. The survey was distributed to 40 small indigenous building contractors in Dar es Salaam, Tanzania. 33 responses were received. Response data was subjected to both descriptive and inferential statistics.
设计/方法论/方法-采用解释主义认识论设计,广泛手动审查和搜索有关投标或不投标决策标准的现有文献。共确定了30个最常见的投标/不投标决策标准。这些都包括在问卷调查数据收集工具。这项调查已分发给坦桑尼亚达累斯萨拉姆的40个小型土著建筑承包商,收到33份答复。对反应数据进行描述性和推断性统计。
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引用次数: 13
Use of Scrum in the rehabilitation of a commercial building in Peru 在秘鲁一座商业建筑的修复中使用Scrum
Pub Date : 2020-06-20 DOI: 10.1108/ci-12-2019-0140
Ysmael Ormeño Zender, Borja García de Soto
PurposeThis study seeks to break the current paradigm that Scrum, as an agile framework, is only applicable for information technologies (IT) projects and to confirm the feasibility of its application in the construction sector.Design/methodology/approachThe rehabilitation of a shopping mall in Piura (Peru) is used as a case study to implement Scrum in a construction project. In addition, a thorough literature review is performed to establish the state-of-the-art and practice in this field and set the foundation of the elements applied during the case study.FindingsThe results of this study show the great versatility of Scrum in the construction sector. The key findings include a reduction of the construction duration that provided value to the owner, flexibility for the inclusion of changes (induced by the client or by the complexity of the context in which the project is developed), risk control in high uncertainty scenarios and general satisfaction for all stakeholders.Originality/valueThe waterfall or traditional management methodologies are not always effective in construction projects, and their application depends on the features and complexity of the environment in which they are developed. This study provides a case study showing the application of Scrum in the construction industry. The positive results obtained from the application can be used by researchers and practitioners looking to incorporate Scrum (or other agile tools) to enhance the management of construction projects.
本研究旨在打破目前的范式,即Scrum作为一个敏捷框架,只适用于信息技术(IT)项目,并确认其在建筑领域应用的可行性。设计/方法/方法在Piura(秘鲁)的一个购物中心的修复被用作在一个建筑项目中实施Scrum的案例研究。此外,还进行了全面的文献综述,以建立该领域的最新技术和实践,并为案例研究中应用的要素奠定基础。研究结果本研究的结果显示了Scrum在建筑行业的广泛应用。主要发现包括减少了为业主提供价值的施工时间,灵活地包含变化(由客户或项目开发环境的复杂性引起的),在高不确定性情况下的风险控制以及所有利益相关者的总体满意度。原创性/价值瀑布式或传统的管理方法在建设项目中并不总是有效的,它们的应用取决于它们所处环境的特点和复杂性。本研究提供了一个案例研究,展示了Scrum在建筑行业中的应用。从应用程序中获得的积极结果可以被研究人员和实践者使用,他们希望结合Scrum(或其他敏捷工具)来增强建筑项目的管理。
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引用次数: 10
Artificial intelligence exploitation in facility management using deep learning 基于深度学习的设施管理中的人工智能开发
Pub Date : 2020-05-18 DOI: 10.1108/ci-12-2019-0138
M. Marzouk, M. Zaher
This paper aims to apply a methodology that is capable to classify and localize mechanical, electrical and plumbing (MEP) elements to assist facility managers. Furthermore, it assists in decreasing the technical complexity and sophistication of different systems to the facility management (FM) team.,This research exploits artificial intelligence (AI) in FM operations through proposing a new system that uses a deep learning pre-trained model for transfer learning. The model can identify new MEP elements through image classification with a deep convolutional neural network using a support vector machine (SVM) technique under supervised learning. Also, an expert system is developed and integrated with an Android application to the proposed system to identify the required maintenance for the identified elements. FM team can reach the identified assets with bluetooth tracker devices to perform the required maintenance.,The proposed system aids facility managers in their tasks and decreases the maintenance costs of facilities by maintaining, upgrading, operating assets cost-effectively using the proposed system.,The paper considers three fire protection systems for proactive maintenance, where other structural or architectural systems can also significantly affect the level of service and cost expensive repairs and maintenance. Also, the proposed system relies on different platforms that required to be consolidated for facility technicians and managers end-users. Therefore, the authors will consider these limitations and expand the study as a case study in future work.,This paper assists in a proactive manner to decrease the lack of knowledge of the required maintenance to MEP elements that leads to a lower life cycle cost. These MEP elements have a big share in the operation and maintenance costs of building facilities.
本文旨在应用一种能够对机械、电气和管道(MEP)元素进行分类和定位的方法,以协助设施管理人员。此外,它有助于降低设备管理(FM)团队的不同系统的技术复杂性和复杂性。本研究通过提出一种使用深度学习预训练模型进行迁移学习的新系统,在FM操作中利用人工智能(AI)。该模型在监督学习的支持向量机(SVM)技术下,通过深度卷积神经网络对图像进行分类,识别出新的MEP元素。此外,还开发了一个专家系统,并将其与一个Android应用程序集成到拟议的系统中,以确定已识别元素所需的维护。FM团队可以使用蓝牙跟踪设备到达已识别的资产,执行所需的维护。建议的系统有助于设施管理人员完成任务,并通过使用建议的系统经济有效地维护、升级和运营资产,降低设施的维护成本。本文考虑了三种用于主动维护的消防系统,其中其他结构或建筑系统也会显著影响服务水平并花费昂贵的维修和维护费用。此外,拟议的系统依赖于需要为设施技术人员和管理人员最终用户整合的不同平台。因此,作者将在未来的工作中考虑到这些局限性,并将研究扩展为案例研究。本文以一种积极主动的方式帮助减少对MEP元件所需维护知识的缺乏,从而降低生命周期成本。这些MEP元素在建筑设施的运营和维护成本中占有很大的份额。
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引用次数: 23
General contractors’ experience using off-site structural framing systems 总承包商使用非现场结构框架系统的经验
Pub Date : 2020-05-18 DOI: 10.1108/ci-05-2019-0038
John Killingsworth, M. Mehany, H. Ladhari
PurposeThis paper aims to examine general contractors’ experiences of using off-site manufactured structural framing systems. This engaged a single-case study using a qualitative methodology to identify expected benefits, actual benefits and challenges of such systems.Design/methodology/approachA single-case study approach evaluated general contractors’ experience of using a manufactured structural framing system. Qualitative data were collated and analyzed from industry domain experts to determine commonalities and thematic thinking.FindingsThe study revealed that the reasons behind considering off-site building systems were: accelerating the project schedule, overcoming site constraints and having a better end-product. The top expected benefits were: saving time (schedule), saving cost and improving quality. The top actual observed benefits were: saving erection time, reducing waste generation, reducing project costs, reducing safety risks and improving construction site logistics. The main challenges encountered were: unfamiliarity of different project parties with the off-site framing system, difficulty with reducing the overall project schedule, heavy site logistics and complicated off-site system design and standards requirements. The findings include solutions to overcome the challenges associated with using a manufactured structural system.Research limitations/implicationsThis paper was a case study and therefore inherently limited in its generalizability. The study was conducted with general contractors in the mountain-west region of the USA. However, the implications of the study may have a broad application, as contractors across the globe seek to find similar solutions to using off-site or manufactured construction methods.Practical implicationsConstruction labor shortages around the world are forcing the construction industry to find creative solutions to meet the demand for their services. Manufactured or off-site construction methods provide a possible solution to that labor shortage. However, builders need to be aware of the immediate challenges and actual benefits of using a manufactured structural framing system.Social implicationsManufactured structural framing systems have the potential to impact lean and sustainable practices in construction. Reduced waste, reduced on-site man-power requirements, reduced construction schedules and reduced injuries each improve the lives of construction workers and the communities around these buildings.Originality/valueAn extensive literature review was performed to guide the design of this case study. Much has been written about off-site construction practices, but there is a significant research gap on the topic of structural framing systems. This study contributes to expanding the knowledge of off-site construction and specifically helps researchers and practitioners understand the challenges and benefits of this systematic approach to construction.
目的:本文旨在研究总承包商使用非现场制造结构框架系统的经验。这涉及一项使用定性方法的单一案例研究,以确定这种系统的预期效益、实际效益和挑战。设计/方法/方法单一案例研究方法评估总承包商使用制造结构框架系统的经验。从行业领域专家那里整理和分析定性数据,以确定共性和主题思维。研究结果表明,考虑场外建筑系统的原因是:加快项目进度,克服场地限制,以及获得更好的最终产品。最重要的预期效益是:节省时间(进度)、节省成本和提高质量。实际观察到的最大好处是:节省安装时间,减少废物产生,降低项目成本,降低安全风险,改善施工现场物流。遇到的主要挑战是:不同项目方对场外框架系统的不熟悉,难以减少整个项目进度,繁重的现场物流和复杂的场外系统设计和标准要求。研究结果包括克服与使用制造结构系统相关的挑战的解决方案。研究的局限性/意义这篇论文是一个案例研究,因此在其概括性上有固有的局限性。这项研究是与美国西部山区的总承包商一起进行的。然而,这项研究的意义可能有广泛的应用,因为全球的承包商都在寻找类似的解决方案,以使用非现场或制造的施工方法。现实意义世界各地的建筑劳动力短缺迫使建筑行业寻找创造性的解决方案来满足对他们服务的需求。制造或非现场施工方法为劳动力短缺提供了可能的解决方案。然而,建筑商需要意识到使用人造结构框架系统的直接挑战和实际好处。社会影响人造结构框架系统有可能影响建筑中的精益和可持续实践。减少了浪费,减少了现场人力需求,减少了施工进度,减少了伤害,这些都改善了建筑工人和周围社区的生活。原创性/价值通过广泛的文献回顾来指导本案例研究的设计。关于非现场施工实践已经写了很多,但是在结构框架系统的主题上有一个显著的研究差距。这项研究有助于扩展非现场施工的知识,特别是帮助研究人员和从业者了解这种系统施工方法的挑战和好处。
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引用次数: 8
BIM for lean building surveying services BIM用于精益建筑测量服务
Pub Date : 2020-05-14 DOI: 10.1108/ci-11-2019-0131
Ali Mahmood, Sepehr Abrishami
The purpose of this paper is to determine whether the implementation of building information modelling (BIM) concepts of the various processes involved in building surveying practice can lead to a reduction in waste. In turn leading to a synergy between BIM functionalities and lean production concepts.,To verify and validate the existence of this synergy between the two methods in building surveying, evidences were gathered from previous literature that supports these interactions. Next, a questionnaire was conducted for the purpose of identifying new interactions and providing further evidence to support existing interactions. Finally, based on the findings from previous literature and the results of the questionnaire, an interaction matrix was constructed linking the two concepts with the relevant evidence found.,The results of the questionnaire show that the BIM functionality with the highest interactions, maintenance of information integrity, had a high correlation with the reduction of variability, cycle time, batch size and promoting standardization of value flow. 4 D model-based scheduling, the second highest functionality, showed a high correlation with the reduction of variability, cycle time, batch size and an increase in the use of visual management. Finally, the results of the interaction matrix between the two concepts showed that the BIM functionalities with the most interactions were maintenance of information integrity, visualization of form and the automated generation of models and documents. The lean principles with the most interactions were reducing variability, cycle time, batch size as well as “enables visual management”. While most of these interactions were positive, negative interactions were also observed. These negative interactions were due to the fact that the level of competency and knowledge in BIM for building surveyors is at reduced levels which can lead to increased human errors.,The significance of this study is to provide the basis for building surveying organizations who wish to implement BIM and how this would lead to a synergy between BIM functionalities and lean principles. Both positive and negative interactions were considered to provide these organizations with different options for waste elimination.
本文的目的是确定在建筑测量实践中涉及的各种过程中实施建筑信息模型(BIM)概念是否可以减少浪费。从而导致BIM功能和精益生产概念之间的协同作用。为了验证这两种方法在建筑测量中的协同作用,我们从以前的文献中收集了支持这些相互作用的证据。接下来,进行问卷调查,以确定新的互动,并提供进一步的证据来支持现有的互动。最后,基于以往文献的发现和问卷调查的结果,我们构建了一个交互矩阵,将这两个概念与所发现的相关证据联系起来。问卷调查结果显示,交互作用最高的BIM功能,维护信息完整性,与减少可变性、周期时间、批量大小和促进价值流标准化具有高度相关性。基于4d模型的调度是第二高的功能,与可变性的减少、周期时间、批量大小和可视化管理使用的增加高度相关。最后,两个概念之间的交互矩阵结果显示,交互最多的BIM功能是信息完整性维护、表单可视化以及模型和文档的自动生成。相互作用最大的精益原则是减少可变性、周期时间、批量大小以及“实现可视化管理”。虽然这些相互作用大多是积极的,但也观察到消极的相互作用。这些负面的互动是由于建筑测量师在BIM中的能力和知识水平处于较低的水平,这可能导致人为错误的增加。本研究的意义在于为希望实施BIM的建筑测量组织提供基础,以及这将如何导致BIM功能与精益原则之间的协同作用。考虑了积极和消极的相互作用,为这些组织提供了消除废物的不同选择。
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引用次数: 8
Dynamic sustainable success prediction model for infrastructure projects: a rough set based fuzzy inference system 基础设施项目可持续成功动态预测模型:基于粗糙集的模糊推理系统
Pub Date : 2020-05-08 DOI: 10.1108/CI-04-2019-0034
S. Akbari, F. Rahimian, Moslem Sheikhkhoshkar, S. Banihashemi, M. Khanzadi
Successful implementation of infrastructure projects has been a controversial issue in recent years, particularly in developing countries. This study aims to propose a decision support system (DSS) for the evaluation and prediction of project success while considering sustainability criteria.,To predict sustainable success factor, the study first developed its sustainable success factors and sustainable success criteria. These then formed a decision table. A rough set theory (RST) was then implemented for rules generation. The decision table was used as the input for the rough set, which returned a set of rules as the output. The generated rulesets were then filtered in fuzzy inference system (FIS), before serving as the basis for the DSS. The developed prediction tool was tested and validated by applying data from a real infrastructure project.,The results show that the developed rough set fuzzy method has strong ability in evaluation and prediction of the project success. Hence, the efficacy of the DSS is greatly related to the rule-based system, which applies RST to generate the rules and the result of the FIS was found to be valid via running a case study.,Use of DSS for predicting the sustainable success of the construction projects is gaining progressive interest. Integration of RST and FIS has also been advocated by the seminal literature in terms of developing robust rulesets for impeccable prediction. However, there is no preceding study adopting this integration for predicting project success from the sustainability perspective. The developed system in this study can serve as a tool to assist the decision-makers to dynamically evaluate and predict the success of their own projects based on different sustainability criteria throughout the project life cycle.
近年来,基础设施项目的成功实施一直是一个有争议的问题,特别是在发展中国家。本研究旨在提出一个决策支持系统(DSS)来评估和预测项目的成功,同时考虑可持续性标准。为了预测可持续成功因素,本研究首先制定了可持续成功因素和可持续成功标准。然后形成一个决策表。然后将粗糙集理论(RST)用于规则生成。决策表被用作粗集的输入,粗集返回一组规则作为输出。生成的规则集在模糊推理系统(FIS)中进行过滤,然后作为决策支持系统的基础。开发的预测工具通过应用实际基础设施项目的数据进行了测试和验证。结果表明,所建立的粗糙集模糊方法对项目成功与否具有较强的评价和预测能力。因此,决策支持系统的有效性与基于规则的系统有很大关系,该系统应用RST来生成规则,并且通过运行案例研究发现FIS的结果是有效的。利用决策支持系统预测建设项目的可持续成功正日益受到关注。在为无懈可击的预测开发健壮的规则集方面,开创性的文献也提倡RST和FIS的集成。然而,从可持续性的角度来预测项目成功,目前还没有采用这种整合的研究。本研究开发的系统可以作为一个工具,帮助决策者在整个项目生命周期中根据不同的可持续性标准动态评估和预测自己项目的成功。
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引用次数: 7
期刊
Construction Innovation: Information, Process, Management
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