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A bibliometric review of the statistical modelling techniques for cost estimation of infrastructure projects 基础设施项目成本估算的统计建模技术的文献计量学综述
Q3 GREEN & SUSTAINABLE SCIENCE & TECHNOLOGY Pub Date : 2023-10-11 DOI: 10.1108/sasbe-01-2023-0005
Chinthaka Niroshan Atapattu, Niluka Domingo, Monty Sutrisna
Purpose Cost overrun in infrastructure projects is a constant concern, with a need for a proper solution. The current estimation practice needs improvement to reduce cost overruns. This study aimed to find possible statistical modelling techniques that could be used to develop cost models to produce more reliable cost estimates. Design/methodology/approach A bibliographic literature review was conducted using a two-stage selection method to compile the relevant publications from Scopus. Then, Visualisation of Similarities (VOS)-Viewer was used to develop the visualisation maps for co-occurrence keyword analysis and yearly trends in research topics. Findings The study found seven primary techniques used as cost models in construction projects: regression analysis (RA), artificial neural network (ANN), case-based reasoning (CBR), fuzzy logic, Monte-Carlo simulation (MCS), support vector machine (SVM) and reference class forecasting (RCF). RA, ANN and CBR were the most researched techniques. Furthermore, it was observed that the model's performance could be improved by combining two or more techniques into one model. Research limitations/implications The research was limited to the findings from the bibliometric literature review. Practical implications The findings provided an assessment of statistical techniques that the industry can adopt to improve the traditional estimation practice of infrastructure projects. Originality/value This study mapped the research carried out on cost-modelling techniques and analysed the trends. It also reviewed the performance of the models developed for infrastructure projects. The findings could be used to further research to develop more reliable cost models using statistical modelling techniques with better performance.
基础设施项目的成本超支一直是一个令人担忧的问题,需要一个适当的解决方案。当前的评估实践需要改进以减少成本超支。这项研究旨在寻找可能的统计建模技术,可用于开发成本模型,以产生更可靠的成本估算。设计/方法/方法采用两阶段选择法对Scopus的相关出版物进行文献综述。然后,使用相似度可视化(VOS)-Viewer来开发研究主题共现关键词分析和年度趋势的可视化地图。研究发现,建设项目成本模型主要采用回归分析(RA)、人工神经网络(ANN)、基于案例的推理(CBR)、模糊逻辑、蒙特卡罗模拟(MCS)、支持向量机(SVM)和参考类预测(RCF)等7种技术。RA、ANN和CBR是研究最多的技术。此外,观察到将两种或多种技术结合到一个模型中可以提高模型的性能。研究局限/启示本研究仅限于文献计量学文献综述的发现。研究结果提供了统计技术的评估,该行业可以采用这些技术来改进基础设施项目的传统评估实践。原创性/价值本研究对成本建模技术的研究进行了映射,并分析了趋势。它还审查了为基础设施项目开发的模型的性能。研究结果可用于进一步研究,利用性能更好的统计建模技术开发更可靠的成本模型。
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引用次数: 0
Urban resilience and sustainability through and beyond crisis – evidence-based analysis and lessons learned from selected European cities 危机前后的城市复原力和可持续性——以证据为基础的分析和欧洲部分城市的经验教训
Q3 GREEN & SUSTAINABLE SCIENCE & TECHNOLOGY Pub Date : 2023-10-02 DOI: 10.1108/sasbe-08-2023-0208
Ashraf M. Salama, Madhavi P. Patil, Laura MacLean
Purpose Despite striving for resilience and a sustainable urban future, European cities face a multitude of crisis caused by both natural and human-induced risks. This paper asks two key questions: How have cities experienced and managed crises situations they encountered? and What are the plans and actions for embedding sustainability at a local level within a clear decision-making structure? Hence, it aims to examine urban resilience in the context of urban crisis and the associated health concerns that took place because of crisis situations, while identifying sustainable urban development initiatives and strategies that were conceived and implemented beyond crisis. Design/methodology/approach An evidence-based analytical approach is undertaken following two lines of inquiry. The first is case-based and identifies 11 cities that have experienced crisis situations and a further 10 cities that have instigated urban resilience strategies. The second is theme-based and engages with identifying strategies relevant to sustainable urban development at city and project levels. The outcomes of the two lines of inquiry are verified by mapping the lessons learned from the analysis to recent international guidance and a further co-visioning workshop with 6 experts. Findings The evidence-based analysis reveals key lessons which were classified under two primary types of findings: (a) lessons learned for a future urban resilience resulting from the 1st line of Inquiry (case-based) and (b) lessons learned for a future sustainable urban development resulting from the 2nd line of inquiry (theme-based). The verified lessons provide four areas that can be utilised as key priorities for future urban resilience and sustainable urban development including (a) Governance, effective communication, and decision making for city resilience and urban sustainability; (b) the social dimension of resilience and participatory practices for sustainable urban development; (c) from implicit strategies for health to positive impact on health; and (d) diversification of initiatives and localisation of sustainable development endeavours. Research limitations/implications There is always limitation on what a bibliometrics analysis can offer in terms of the nature of evidence and the type of knowledge generated from the investigation. This limitation manifests in the fact that the analysis engages with the body of knowledge but not based on engaging physically or socially with the contexts within which the cases took place or through empirical investigations including systematic observations, focused interviews, and attitude surveys. While the study does not generate empirical findings, the rigour of the bibliometrics analysis offers a credible and reliable evidence on how cities experienced and managed crises situations and their current plans and priority actions for embedding and localising sustainable development measures. Practical implications This research conveys significant
尽管欧洲城市努力实现弹性和可持续的城市未来,但仍面临着由自然和人为风险引起的众多危机。本文提出了两个关键问题:城市如何经历和管理它们所遇到的危机情况?在明确的决策结构中,将可持续发展纳入地方层面的计划和行动是什么?因此,它的目的是在城市危机的背景下审查城市复原力以及由于危机局势而产生的相关健康问题,同时确定在危机之后构思和实施的可持续城市发展倡议和战略。设计/方法/方法循证分析方法遵循两条调查路线。第一种是基于案例的,确定了11个经历过危机的城市和另外10个实施了城市韧性战略的城市。第二阶段以主题为基础,在城市和项目层面确定与可持续城市发展相关的战略。通过将从分析中吸取的经验教训与最近的国际指导和与6名专家举行的进一步共同设想讲习班相结合,验证了这两条调查路线的结果。基于证据的分析揭示了主要的经验教训,这些经验教训可分为两大类:(a)从第一行调查(基于案例)中获得的对未来城市韧性的经验教训;(b)从第二条调查(基于主题)中获得的对未来可持续城市发展的经验教训。经过验证的经验教训提供了四个领域,可以作为未来城市韧性和可持续城市发展的关键优先事项,包括(a)城市韧性和城市可持续性的治理、有效沟通和决策;(b)可持续城市发展的复原力和参与性做法的社会层面;(c)从隐性保健战略转向对保健的积极影响;(d)倡议多样化和可持续发展努力的地方化。在证据的性质和从调查中产生的知识类型方面,文献计量学分析所能提供的东西总是有局限性的。这种局限性体现在这样一个事实,即分析涉及知识体系,但不是基于对案例发生的物理或社会背景的参与,也不是通过包括系统观察、重点访谈和态度调查在内的实证调查。虽然该研究没有产生实证结果,但文献计量学分析的严谨性为城市如何经历和管理危机局势及其当前的计划和优先行动提供了可信和可靠的证据,以纳入和本地化可持续发展措施。本研究对政策、实践和行动具有重要意义,因为它明确了这样一种观点,即在城市或城市层面理解城市弹性和可持续性需要将两者结合起来。研究结果为在危机期间和危机之后对城市复原力和可持续性进行更有背景的、基于证据的考察提供了坚实的基础。强调从经历过的危机情况中产生的城市和健康挑战,如何管理这些挑战,以及如何理解可持续城市发展和地方复原力战略,阐明了市议会和建筑环境从业人员可以采用和采取行动的见解。该分析以关键经验教训的形式提供了对城市弹性和可持续城市发展的全面见解,这些经验教训代表了为建设更美好的城市未来开发基础的第一步。人们对这些规模的复原力和可持续性知之甚少。这项工作的独创性在于其广度和深度,在系统调查和审视过去20年出现的知识体系的基础上,获得了对城市韧性和可持续城市发展的包容性理解。
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引用次数: 0
Design thinking for innovation in sustainable built environments: a systematic literature review 可持续建筑环境创新的设计思维:系统的文献综述
Q3 GREEN & SUSTAINABLE SCIENCE & TECHNOLOGY Pub Date : 2023-09-26 DOI: 10.1108/sasbe-01-2023-0023
Kallaya Tantiyaswasdikul
Purpose This systematic literature review investigates the contribution of design thinking (DT) as a process and tool to drive innovation in a sustainable built environment (SBE) and develops a new model for sustainability research integrating DT and future thinking approaches toward achieving a unified DT and foresight notion for future research and applications. Design/methodology/approach This review was based on the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) statement. Open-access English articles published between 2000 and 2022 identified using the EBSCOhost, Emerald Insight, DOJA, JSTOR, Scopus and Taylor and Francis database searches were reviewed. The review framework deploys a previously proposed modified Ansoff matrix with an integrated innovation matrix to identify and analyze the challenges and opportunities for innovation growth in SBE. Additionally, a citation analysis was conducted to explore the impact of DT for innovation in SBE, and a proposed framework based on design by drawing on foresight theory was developed. Findings Research on DT for innovation in SBE faces the challenge of unanticipated impacts. According to the average number of citations per document, innovation associated with new solutions within a new context seems to become highly influential. Additionally, research gaps exist in the integration of foresight and DT into sustainability research to identify new contexts and solutions to SBE. A model of foresight design thinking (FDT) is proposed to guide future research and support the practical application of DT in sustainability. Research limitations/implications This analysis was limited by the selection criteria as only certain keywords were used and English-only articles were selected. Future research should consider the use of DT for innovation in SBE using various important keywords, which would improve research findings and expand the contribution of DT to SBE. Practical implications The FDT model offers a new holistic framework for the iterative process of reframing and reperception, focusing on divergent and convergent thinking with the goal of contributing to SBE practices. Social implications The integrated framework of DT and foresight can contribute to the study and development of sustainable innovation and a strategic shift toward a sustainable society. Originality/value The integration of DT, foresight and sustainability can broaden the horizons of sustainability research by systematically addressing future challenges related to SBE, which can be translated into feasible and innovative solutions. Thus, the FDT model complements the application of DT in sustainable innovation in this research field.
本文通过系统的文献综述,探讨了设计思维(DT)作为推动可持续建筑环境(SBE)创新的过程和工具的贡献,并建立了一个将设计思维和未来思维方法相结合的可持续发展研究新模型,以实现统一的设计思维和前瞻性概念,为未来的研究和应用提供参考。设计/方法/方法本综述基于系统评价和荟萃分析首选报告项目(PRISMA)声明。通过EBSCOhost、Emerald Insight、DOJA、JSTOR、Scopus和Taylor and Francis数据库检索,回顾了2000年至2022年间发表的开放获取英语文章。评估框架采用了先前提出的带有集成创新矩阵的修正Ansoff矩阵,以识别和分析中小企业创新增长的挑战和机遇。此外,本文还通过引文分析探讨了创新创新对中小企业创新的影响,并提出了一个基于前瞻性设计的框架。研究结果:中小企业创新的DT研究面临着不可预期影响的挑战。根据每份文件的平均引用次数,与新环境下的新解决方案相关的创新似乎变得非常有影响力。此外,在将前瞻性和DT整合到可持续性研究中,以确定SBE的新背景和解决方案方面,还存在研究空白。提出了一个前瞻性设计思维模型,以指导未来的研究,并支持前瞻性设计思维在可持续发展中的实际应用。研究局限性/启示本分析受到选择标准的限制,因为只使用了某些关键词,并且只选择了英文文章。未来的研究应考虑利用DT对SBE进行创新,使用各种重要的关键词,从而完善研究成果,扩大DT对SBE的贡献。FDT模型为重构和再感知的迭代过程提供了一个新的整体框架,关注发散和收敛思维,目标是为SBE实践做出贡献。可持续创新与前瞻的整合框架有助于可持续创新的研究和发展,以及向可持续社会的战略转变。创新/价值创新、远见和可持续性的整合可以通过系统地解决与SBE相关的未来挑战,拓宽可持续发展研究的视野,这些挑战可以转化为可行和创新的解决方案。因此,FDT模型补充了本研究领域中DT在可持续创新中的应用。
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引用次数: 0
The uptake of digital twins in delivering infrastructure sector projects 在交付基础设施部门项目时采用数字孪生体
Q3 GREEN & SUSTAINABLE SCIENCE & TECHNOLOGY Pub Date : 2023-09-18 DOI: 10.1108/sasbe-03-2023-0046
Kavita Sohal, Suresh Renukappa, Subashini Suresh, Panagiotis Georgakis, Nici Stride
Purpose The anticipated strong growth of the infrastructure industry over the coming decades will require more modern, digital approaches to create data-centric infrastructure that allows infrastructure to be monitored and managed throughout its lifecycle. Digital twins (DTs) are currently at an early stage in terms of their implementation on infrastructure projects across the United Kingdom (UK). The purpose of this paper is to evaluate the current uptake of DTs in delivering infrastructure sector projects and how DTs can help contribute towards strengthening the industry. Design/methodology/approach A systematic literature review approach has been conducted with the research questions derived from the Preferred Reporting Items for Systematic Reviews and Meta-Analysis (PRISMA) article screening tool. In addition to this, inclusion and exclusion criteria have been used to screen irrelevant information and help streamline research documents. Following a screening of relevant information, 36 pieces of literature were reviewed in order to identify the key drivers, barriers, enabling technologies and use cases. Findings DTs have the potential to transform asset design, production and maintenance. However, to further advance the digital innovation in the UK infrastructure sector, further study is necessary. An emerging technology must be considered on a broader scale than just its technical aspects, particularly when it comes to DTs. With enabling technologies such as the Internet of Things (IoT), sensors and artificial intelligence (AI), the uptake of DTs appears promising. While current literature indicates that DTs offer clear benefits in the infrastructure sector, the uptake is low and hindered by both technical and non-technical challenges. Originality/value This paper provides a rich insight into the understanding and awareness of the DTs in delivering infrastructure sector projects and how the infrastructure sector has evolved in order to develop new ways of designing, constructing, operating and monitoring infrastructure assets. This study contributes towards informing leaders in the sector of the current uptake of DTs within the UK's infrastructure sector as well as how DTs can contribute towards strengthening the industry.
未来几十年,基础设施行业预计将出现强劲增长,这将需要更现代化、更数字化的方法来创建以数据为中心的基础设施,从而使基础设施能够在其整个生命周期内得到监控和管理。数字孪生(DTs)目前在英国各地的基础设施项目中实施尚处于早期阶段。本文的目的是评估目前在提供基础设施部门项目中采用直接投资技术的情况,以及直接投资技术如何有助于加强该行业。设计/方法/方法采用系统文献综述方法,研究问题来源于系统评价和荟萃分析的首选报告项目(PRISMA)文章筛选工具。除此之外,纳入和排除标准还用于筛选无关信息并帮助简化研究文件。在对相关信息进行筛选之后,对36篇文献进行了审查,以确定关键驱动因素、障碍、使能技术和用例。研究结果:DTs具有改变资产设计、生产和维护的潜力。然而,为了进一步推进英国基础设施领域的数字化创新,还需要进一步研究。一项新兴技术必须在更广泛的范围内考虑,而不仅仅是其技术方面,特别是涉及到dt时。随着物联网(IoT)、传感器和人工智能(AI)等技术的发展,DTs的应用前景似乎很好。虽然目前的文献表明,直接投资在基础设施部门提供了明显的好处,但吸收程度很低,并受到技术和非技术挑战的阻碍。原创性/价值本文提供了丰富的见解,以了解基础设施部门在交付基础设施部门项目方面的理解和意识,以及基础设施部门如何发展,以开发设计、建造、运营和监控基础设施资产的新方法。这项研究有助于告知英国基础设施部门目前采用DTs的情况,以及DTs如何为加强该行业做出贡献。
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引用次数: 0
What constitutes citizens' recycling behavior: insights from handling municipal solid waste in the UAE 什么构成了公民的回收行为:来自阿联酋处理城市固体废物的见解
Q3 GREEN & SUSTAINABLE SCIENCE & TECHNOLOGY Pub Date : 2023-09-12 DOI: 10.1108/sasbe-11-2022-0261
Alya Ateeq Alremeithi, Zainab Riaz, Mehmood Khan
Purpose This paper aims to investigate recycling behavior (RB) in the United Arab Emirates (UAE) to identify factors in the lack of citizen participation in recycling and to form strategies to raise awareness of and encourage positive recycling practices. Design/methodology/approach Based on stakeholder theory, a panel of 15 experts and 15 families was interviewed to develop a model of seven constructs and their 29 indicators. Based on the responses generated, a questionnaire was developed and tested. The survey was distributed to 106 waste management professionals. Their responses regarding the influence of regulatory promotion tactics, awareness raising, situational facilitators, motivators and synergistic habits on citizens' RB were analyzed using the structural equation modeling technique. Findings Several factors govern the citizens' behavior regarding recycling municipal solid waste in the UAE. The most significant governing determinants of RB observed were laws and regulations, willingness to sort and recycle and benefits of recycling. Seven constructs and their 29 indicators were studied, and the findings indicated that strategies such as creating awareness, introducing operative waste control facilities and implementing fines and regulations could improve RB in the UAE. The structural model showcased a relationship between the primary constructs and RB; hence, these constructs can directly affect waste management. Originality/value To support these findings, validation of the results from other countries and contrasting employees' RB is needed. The present study draws empirical insights into RB from a stakeholder perspective, which could be compared to RB across other cultures and countries.
本文旨在调查阿拉伯联合酋长国(UAE)的回收行为(RB),以确定缺乏公民参与回收的因素,并形成策略,以提高意识和鼓励积极的回收做法。基于利益相关者理论,由15名专家和15个家庭组成的小组进行了访谈,以建立一个由7个结构和29个指标组成的模型。根据所产生的回答,开发并测试了一份问卷。这项调查已分发给106名废物管理专业人员。运用结构方程建模技术,分析了监管促进策略、意识提升、情境促进因素、激励因素和协同习惯对公民行为行为的影响。在阿联酋,有几个因素决定了公民关于回收城市固体废物的行为。观察到的RB最重要的决定因素是法律法规,分类和回收的意愿以及回收的效益。研究了7个结构及其29个指标,结果表明,提高意识、引入有效的废物控制设施和实施罚款和法规等策略可以改善阿联酋的RB。结构模型显示了初级构念与RB之间的关系;因此,这些结构可以直接影响废物管理。原创性/价值为了支持这些发现,需要验证其他国家的结果并对比员工的RB。本研究从利益相关者的角度对RB进行了实证分析,这可以与其他文化和国家的RB进行比较。
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引用次数: 0
From awareness to action: a study of the effectiveness of environmental economic practices for sustainable construction in Nigeria 从意识到行动:尼日利亚可持续建筑环境经济实践的有效性研究
IF 3.6 Q3 GREEN & SUSTAINABLE SCIENCE & TECHNOLOGY Pub Date : 2023-08-31 DOI: 10.1108/sasbe-03-2023-0071
Ayodeji Emmanuel Oke, John Aliu, Erastus M. Mwanaumo, Onoriode Austin Odia, Charles Kahanji, C. Tengan
PurposeThe purpose of this article is to assess the extent to which environmental economic practices are recognized and implemented in developing countries, with a specific emphasis on the Nigerian construction sector.Design/methodology/approachTo examine the extent of awareness and usage, a quantitative research approach was adopted with close-ended questionnaires disseminated to construction professionals in Nigeria. The collected data were subjected to analysis using various statistical techniques such as percentages, frequencies and mean scores. Furthermore, to investigate any significant differences in the respondents' opinions, the Kruskal–Wallis H-test was applied.FindingsThe study's findings indicate that the level of awareness and implementation of environmental economic practices among construction professionals in Nigeria is limited. Based on the findings of this study, a roadmap of recommendations has been proposed to promote the adoption of environmental economic practices in the Nigerian construction industry. The implementation of these recommendations can help reduce the negative impact of construction activities on the environment and public health and contribute to the development of sustainable cities, communities and societies.Practical implicationsThe outcomes from this study can inform policy and decision-making by providing insights into the level of knowledge and awareness of environmental economic practices among construction professionals in Nigeria.Originality/valueThe findings from this study provide a baseline for assessing the level of knowledge and awareness of sustainable practices among construction professionals in Nigeria, which can inform future studies on the effectiveness of training and awareness programs.
本文的目的是评估环境经济实践在发展中国家得到认可和实施的程度,并特别强调尼日利亚的建筑部门。设计/方法/方法为了检查意识和使用的程度,采用了定量研究方法,向尼日利亚的建筑专业人员分发了封闭式问卷。收集到的数据使用各种统计技术进行分析,如百分比、频率和平均得分。此外,为了调查被调查者的意见是否存在显著差异,我们采用了Kruskal-Wallis h检验。研究结果表明,尼日利亚建筑专业人员对环境经济实践的认识和实施水平有限。根据这项研究的结果,提出了一份建议路线图,以促进尼日利亚建筑业采用环境经济实践。执行这些建议有助于减少建筑活动对环境和公共卫生的负面影响,并有助于可持续城市、社区和社会的发展。实际意义本研究的结果可以通过深入了解尼日利亚建筑专业人员对环境经济实践的知识和意识水平,为政策和决策提供信息。独创性/价值本研究的结果为评估尼日利亚建筑专业人员对可持续实践的知识和意识水平提供了基线,这可以为未来关于培训和意识项目有效性的研究提供信息。
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引用次数: 0
Effectiveness of equipping bus stop shelters with cooling and filtering systems in a city with tropical climate 在热带气候城市为公交车站候车亭配备冷却和过滤系统的效果
IF 3.6 Q3 GREEN & SUSTAINABLE SCIENCE & TECHNOLOGY Pub Date : 2023-08-29 DOI: 10.1108/sasbe-03-2023-0063
E. Velasco, E. Segovia
PurposeWaiting for a bus may represent a period of intense exposure to traffic particles in hot and noisy conditions in the street. To lessen the particle load and tackle heat in bus stops a shelter was equipped with an electrostatic precipitator and a three-step adiabatic cooling system capable of dynamically adjust its operation according to actual conditions. This study evaluates the effectiveness of the Airbitat Oasis Smart Bus Stop, as the shelter was called, to provide clean and cool air.Design/methodology/approachThe particle exposure experienced in this innovative shelter was contrasted with that in a conventional shelter located right next to it. Mass concentrations of fine particles and black carbon, and particle number concentration (as a proxy of ultrafine particles) were simultaneously measured in both shelters. Air temperature, relative humidity and noise level were also measured.FindingsThe new shelter did not perform as expected. It only slightly reduced the abundance of fine particles (−6.5%), but not of ultrafine particles and black carbon. Similarly, it reduced air temperature (−1 °C), but increased relative humidity (3%). Its operation did not generate additional noise.Practical implicationsThe shelter's poor performance was presumably due to design flaws induced by a lack of knowledge on traffic particles and fluid dynamics in urban environments. This is an example where harnessing technology without understanding the problem to solve does not work.Originality/valueIt is uncommon to come across case studies like this one in which the performance and effectiveness of urban infrastructure can be assessed under real-life service settings.
目的等公交车可能代表在街道上炎热嘈杂的环境中强烈暴露在交通颗粒物中的一段时间。为了减少颗粒物负荷和解决公交车站的热问题,候车亭配备了静电除尘器和三级绝热冷却系统,该系统能够根据实际情况动态调整其运行。这项研究评估了Airbitat Oasis智能公交车站提供清洁凉爽空气的有效性。设计/方法/方法将这个创新避难所中的颗粒物暴露与旁边的传统避难所中的暴露进行对比。在两个避难所中同时测量了细颗粒物和炭黑的质量浓度以及颗粒物数量浓度(作为超细颗粒物的代表)。还测量了空气温度、相对湿度和噪音水平。发现新的避难所没有达到预期的效果。它只略微降低了细颗粒的丰度(−6.5%),但没有降低超细颗粒和炭黑的丰度。同样,它降低了空气温度(−1°C),但增加了相对湿度(3%)。它的操作没有产生额外的噪音。实际意义避难所性能不佳可能是由于缺乏对城市环境中交通颗粒和流体动力学的了解而导致的设计缺陷。这是一个在不了解要解决的问题的情况下利用技术是行不通的例子。原创性/价值很少会遇到像这样的案例研究,其中可以在现实服务环境下评估城市基础设施的性能和有效性。
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引用次数: 0
Receptiveness of mass-engineered timber (MET) residential buildings among young stakeholders 年轻利益相关者对大规模工程木材(MET)住宅楼的接受度
IF 3.6 Q3 GREEN & SUSTAINABLE SCIENCE & TECHNOLOGY Pub Date : 2023-08-28 DOI: 10.1108/sasbe-02-2023-0040
G. Shang, Low Sui Pheng, Benjamin Peh Kah Fai
PurposeTraditional construction materials and methodologies are often perceived to be unproductive, labour-intensive and detrimental to the environment. Mass-engineered timber (MET) is a new structural material that is capable of overcoming numerous issues that otherwise affect the built environment. This study was formulated to assess the current attitude and perception of young Singaporeans towards the concept of Engineered Timber Residential Buildings (ETRBs).Design/methodology/approachThe study employs the mixed-method approach. Questionnaires were used as the primary mode of data gathering. These were disseminated to Singaporeans between the age of 18 and 35 years. A total of 179 valid responses were gathered. Semi-structured interviews were subsequently conducted with six individuals with different demographics in order to gain further insightful opinions and to allow cross validation of responses.FindingsStatistical analysis revealed that 80% of respondents were willing to accept ETRBs, but a lack of awareness and knowledge of MET and the presence of misconceptions, such as an association with deforestation, may present concerns. The study also revealed that individual acceptance of ETRBs is not affected by demographics.Originality/valueThe production of MET involves lower overall carbon emissions than that of conventional materials, and this also allows adoption of the Design for Manufacturing and Assembly (DfMA) concept and offers the benefit of carbon sequestration. Residential buildings are the second most common building type in Singapore; significant benefits can be gained if MET is used as the primary material for residential buildings. In general, young stakeholders in Singapore welcome the concept of ETRBs, despite possessing uncertainties about ETRBs—understandable given that the material lacks a track record of usage. Public authorities are thus advised to explore the feasibility of materialising the concept of ETRBs as an option for public housing.
目的传统的建筑材料和方法通常被认为是非生产性的、劳动密集型的,对环境有害。大规模工程木材(MET)是一种新的结构材料,能够克服影响建筑环境的许多问题。本研究旨在评估新加坡年轻人目前对工程木结构住宅概念的态度和看法。设计/方法/方法本研究采用混合方法。问卷调查被用作数据收集的主要方式。这些信息被传播给18至35岁的新加坡人。共收集了179份有效回复。随后,对六名具有不同人口统计学特征的个人进行了半结构化访谈,以获得进一步的见解,并对回答进行交叉验证。调查结果统计分析显示,80%的受访者愿意接受ETRB,但对MET缺乏认识和知识,以及存在误解,如与森林砍伐有关,可能会引起担忧。研究还表明,个体对ETRB的接受程度不受人口统计学的影响。独创性/价值MET的生产涉及比传统材料更低的总体碳排放,这也允许采用制造和组装设计(DfMA)概念,并提供碳封存的好处。住宅楼是新加坡第二常见的建筑类型;如果MET被用作住宅建筑的主要材料,则可以获得显著的效益。总的来说,新加坡的年轻利益相关者欢迎ETRB的概念,尽管对ETRB存在不确定性——考虑到该材料缺乏使用记录,这是可以理解的。因此,建议公共当局探讨将ETRB概念作为公共住房选择的可行性。
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引用次数: 0
Smart vision-based analysis and error deduction of human pose to reduce musculoskeletal disorders in construction 基于智能视觉的人体姿态分析和误差推断,减少施工中的肌肉骨骼疾病
IF 3.6 Q3 GREEN & SUSTAINABLE SCIENCE & TECHNOLOGY Pub Date : 2023-08-22 DOI: 10.1108/sasbe-02-2023-0037
M. Purushothaman, Kasun Moolika Gedara
PurposeThis pragmatic research paper aims to unravel the smart vision-based method (SVBM), an AI program to correlate the computer vision (recorded and live videos using mobile and embedded cameras) that aids in manual lifting human pose deduction, analysis and training in the construction sector.Design/methodology/approachUsing a pragmatic approach combined with the literature review, this study discusses the SVBM. The research method includes a literature review followed by a pragmatic approach and lab validation of the acquired data. Adopting the practical approach, the authors of this article developed an SVBM, an AI program to correlate computer vision (recorded and live videos using mobile and embedded cameras).FindingsResults show that SVBM observes the relevant events without additional attachments to the human body and compares them with the standard axis to identify abnormal postures using mobile and other cameras. Angles of critical nodal points are projected through human pose detection and calculating body part movement angles using a novel software program and mobile application. The SVBM demonstrates its ability to data capture and analysis in real-time and offline using videos recorded earlier and is validated for program coding and results repeatability.Research limitations/implicationsLiterature review methodology limitations include not keeping in phase with the most updated field knowledge. This limitation is offset by choosing the range for literature review within the last two decades. This literature review may not have captured all published articles because the restriction of database access and search was based only on English. Also, the authors may have omitted fruitful articles hiding in a less popular journal. These limitations are acknowledged. The critical limitation is that the trust, privacy and psychological issues are not addressed in SVBM, which is recognised. However, the benefits of SVBM naturally offset this limitation to being adopted practically.Practical implicationsThe theoretical and practical implications include customised and individualistic prediction and preventing most posture-related hazardous behaviours before a critical injury happens. The theoretical implications include mimicking the human pose and lab-based analysis without attaching sensors that naturally alter the working poses. SVBM would help researchers develop more accurate data and theoretical models close to actuals.Social implicationsBy using SVBM, the possibility of early deduction and prevention of musculoskeletal disorders is high; the social implications include the benefits of being a healthier society and health concerned construction sector.Originality/valueHuman pose detection, especially joint angle calculation in a work environment, is crucial to early deduction of muscoloskeletal disorders. Conventional digital technology-based methods to detect pose flaws focus on location information from wearables and laboratory-contro
目的本实用研究论文旨在揭示基于智能视觉的方法(SVBM),这是一种将计算机视觉(使用移动和嵌入式摄像头录制和直播视频)关联起来的人工智能程序,有助于建筑行业手动提升人体姿势的推导、分析和训练。设计/方法论/方法本研究采用务实的方法,结合文献综述,讨论SVBM。研究方法包括文献综述,然后是务实的方法和对所获得数据的实验室验证。采用实用的方法,本文作者开发了一个SVBM,这是一个将计算机视觉(使用移动和嵌入式相机录制和直播视频)关联起来的人工智能程序。结果表明,SVBM在没有附加到人体的情况下观察相关事件,并将其与标准轴进行比较,以使用移动和其他相机识别异常姿势。利用一种新颖的软件程序和移动应用程序,通过人体姿态检测和计算身体部位运动角度来投影关键节点的角度。SVBM展示了其使用先前录制的视频实时和离线进行数据捕获和分析的能力,并验证了程序编码和结果可重复性。研究局限性/含义文献综述方法的局限性包括与最新的领域知识不同步。通过选择过去二十年内的文献综述范围来抵消这一限制。这篇文献综述可能没有捕捉到所有发表的文章,因为数据库访问和搜索的限制仅基于英语。此外,作者可能遗漏了隐藏在不太受欢迎的期刊上的富有成效的文章。这些限制是公认的。关键的限制是SVBM中没有解决信任、隐私和心理问题,这是公认的。然而,SVBM的好处自然抵消了实际采用的这一限制。实际含义理论和实际含义包括定制和个性化的预测,以及在严重伤害发生之前预防大多数与姿势相关的危险行为。理论含义包括模拟人体姿势和基于实验室的分析,而无需连接自然改变工作姿势的传感器。SVBM将帮助研究人员开发更准确的数据和接近实际的理论模型。社会意义通过使用SVBM,早期推断和预防肌肉骨骼疾病的可能性很高;社会影响包括成为一个更健康的社会和关注健康的建筑行业的好处。独创性/价值人体姿势检测,尤其是工作环境中的关节角度计算,对于肌肉骨骼疾病的早期推断至关重要。传统的基于数字技术的姿势缺陷检测方法侧重于来自可穿戴设备和实验室控制的运动传感器的位置信息。本文首次提出了一种新颖的计算机视觉(使用移动和嵌入式相机录制和直播视频)和数字图像相关的深度学习方法,无需连接人体,用于在实际施工工作环境中手动处理姿势推导和角度、领口和躯干线的分析。
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引用次数: 0
Exploring UAE's transition towards circular economy through construction and demolition waste management in the pre-construction stage–A case study approach 通过施工前阶段的建筑和拆除废物管理探索阿联酋向循环经济的过渡-案例研究方法
IF 3.6 Q3 GREEN & SUSTAINABLE SCIENCE & TECHNOLOGY Pub Date : 2023-08-18 DOI: 10.1108/sasbe-06-2022-0115
Peng-biao Nie, Kalani C. Dahanayake, Nipuni Sumanarathna
PurposeThis paper aims to explore UAE's transition towards circular economy (CE) through construction and demolition waste (CDW) management in the pre-construction stage. The extent of circularity is assessed by five key aspects of CE, such as policies and strategic frameworks, design for waste prevention, design for disassembly or deconstruction, use of prefabricated elements and CDW management plans.Design/methodology/approachMultiple case studies were conducted in the context of the Dubai construction industry (UAE). Three significant and unique construction projects were selected as the cases. Semi-structured interviews were carried out to collect data, and the thematic analysis technique and NVIVO 12 software were used for data analysis.FindingsFindings reveal several positive initiatives towards CE in the UAE context; yet it is identified that the transition is still at the initial stage. Selected case studies, the best-case scenarios of UAE (i.e. influential cases), demonstrated adequate measures in relation to four key CE aspects out of five. For instance, (a) policies and strategic frameworks such as lean standards, green building standards and standards developed by the local authorities, (b) design for waste prevention (e.g. adherence to the 3R principle, and construction planning with BIM), (c) use of prefabricated elements and application of innovative construction technologies (e.g. 3DPC, DfMA) and (d) CDW management planning such as 3R principle were evident. However, the selected cases hardly showcase designing for disassembly or deconstruction.Research limitations/implicationsThe existing CDW practices are mostly conventional, as most constructions in UAE are procured through conventional building materials and methods. Therefore, there is a necessity of encouraging CE principles in CDW management. Even though the transition towards CE was evident in four key CE aspects out of five, the UAE construction industry has yet to adopt more effective CE-based CDW management practices to accelerate the circularity. Hence, it is necessary to enforce standard waste management guidelines, including the 3R principle, to standardise CDW management in UAE and encourage construction practitioners to adhere to CE principles.Originality/valueThe findings of this study provide valuable insights for decision-making processes around CDW management towards a CE. This paper contributes to the literature by bridging the CE concept with CDW management in the pre-construction stage. The study provides insights for industry practitioners for planning CE in terms of policies and strategic frameworks, CDW management planning, construction planning and application of innovative construction technologies.
本文旨在探讨阿联酋通过施工前阶段的建筑和拆除废物(CDW)管理向循环经济(CE)过渡。环行性的程度由五个主要方面来评估,例如政策和战略框架、防止废物的设计、拆卸或解构的设计、预制件的使用和CDW管理计划。设计/方法/方法在迪拜建筑行业(阿联酋)的背景下进行了多个案例研究。选取了三个重要而独特的建设项目作为案例。采用半结构化访谈法收集数据,采用专题分析技术和NVIVO 12软件进行数据分析。调查结果揭示了阿联酋背景下对CE的一些积极举措;然而,可以确定的是,转型仍处于初级阶段。选定的案例研究,即阿联酋的最佳案例(即有影响力的案例),证明了在五个关键的环境行政方面中的四个方面采取了适当措施。例如,(a)政策和战略框架,如精益标准、绿色建筑标准和地方当局制定的标准;(b)防止废物的设计(如遵守3R原则和BIM的建筑规划);(c)使用预制构件和应用创新建筑技术(如3DPC、DfMA); (d) CDW管理规划,如3R原则。然而,所选的案例几乎没有展示拆卸或解构的设计。研究的局限性/意义现有的CDW实践大多是传统的,因为阿联酋的大多数建筑都是通过传统的建筑材料和方法获得的。因此,有必要在CDW管理中引入CE原则。尽管在五个关键的CE方面中,有四个方面明显向CE过渡,但阿联酋建筑业尚未采用更有效的基于CE的CDW管理实践来加速循环。因此,有必要实施标准废物管理指引,包括3R原则,以使阿联酋的累积废物管理标准化,并鼓励建筑从业员遵守环保原则。原创性/价值本研究的发现为围绕CDW管理的决策过程提供了有价值的见解。本文通过在施工前阶段将CE概念与CDW管理联系起来,为文献做出了贡献。这项研究为业界人士在环保政策及策略框架、环保工程管理规划、建筑规划及创新建筑技术的应用等方面,提供规划环保工程的见解。
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引用次数: 1
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Smart and Sustainable Built Environment
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