Architecture, Structures and Construction最新文献

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Evaluation of building energy load of a multipurpose hall and its optimization through spectrally selective fenestration and passive design concepts 基于光谱选择性开窗和被动式设计理念的多功能厅建筑能量负荷评价及优化
Architecture, Structures and Construction Pub Date : 2023-05-15 DOI: 10.1007/s44150-023-00091-y
Hrishika Rastogi, Sumedha Moharana
{"title":"Evaluation of building energy load of a multipurpose hall and its optimization through spectrally selective fenestration and passive design concepts","authors":"Hrishika Rastogi,&nbsp;Sumedha Moharana","doi":"10.1007/s44150-023-00091-y","DOIUrl":"10.1007/s44150-023-00091-y","url":null,"abstract":"<div><p>Sports complexes and recreational centers are large and long-term investments that provide integrated facilities for training athletes and hosting social-cultural events. Due to their daily functioning, such buildings involve high energy consumption resulting in environmental impacts at both local and global scales. This article investigates the currently available methods for assessing the performance characteristics of a Multipurpose Hall using passive design techniques by modifying the building materials used for the wall envelope and fenestration design. Given that the proposed Multipurpose Hall is located near the composite climate of New Delhi, India, a study of climatic responses together with an energy evaluation of the building provides insight into the important envelope design for enhancing a building's energy efficiency. Several energy simulations were performed using DesignBuilder software to determine the annual lighting, heating, and cooling consumption for wall envelopes, window glazings, and dynamic shading techniques. Additionally, the solar gain of various fenestration designs was investigated, and the most energy-efficient building envelope was selected. The comparison of the baseline envelope with the modified envelope design revealed a notable improvement in energy performance.</p></div>","PeriodicalId":100117,"journal":{"name":"Architecture, Structures and Construction","volume":"3 3","pages":"299 - 313"},"PeriodicalIF":0.0,"publicationDate":"2023-05-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50030659","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Properties, applications, and prospects of carbon nanotubes in the construction industry 碳纳米管在建筑工业中的性能、应用及前景
Architecture, Structures and Construction Pub Date : 2023-05-03 DOI: 10.1007/s44150-023-00090-z
Shengdan Yang
{"title":"Properties, applications, and prospects of carbon nanotubes in the construction industry","authors":"Shengdan Yang","doi":"10.1007/s44150-023-00090-z","DOIUrl":"10.1007/s44150-023-00090-z","url":null,"abstract":"<div><h2>Abstract\u0000</h2><div><p>Nanotechnology and nanomaterials have offered sustainable design options for the built environment and enabled architects to design more flexible architectural forms. Carbon nanotubes have excellent mechanical, electrical, thermal, and chemical properties and are useful in a wide range of engineering applications. However, the role of carbon nanotube composites as a functional construction material has large potential and awaits further investigation and exploration. This paper gives an overview of the synthesis and fabrication methods of carbon nanotubes, carbon nanotube properties, different forms of carbon nanotube composites, and application of carbon nanotubes in the construction industry. To explore the prospects for construction use, the aesthetic, structural, and functional characteristics of several futuristic building projects are discussed. This overview proposes a promising material approach for the application of carbon nanotubes in construction and explains the related opportunities and challenges.</p></div></div>","PeriodicalId":100117,"journal":{"name":"Architecture, Structures and Construction","volume":"3 3","pages":"289 - 298"},"PeriodicalIF":0.0,"publicationDate":"2023-05-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s44150-023-00090-z.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50006786","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Grading Threads. Exploiting Viscous Thread Instability for the additive fabrication of Functionally Graded Structures via sensor-adaptive robotic control 分级线程。利用粘性螺纹不稳定性的传感器自适应机器人控制增材制造功能梯度结构
Architecture, Structures and Construction Pub Date : 2023-04-21 DOI: 10.1007/s44150-023-00089-6
Marco Palma
{"title":"Grading Threads. Exploiting Viscous Thread Instability for the additive fabrication of Functionally Graded Structures via sensor-adaptive robotic control","authors":"Marco Palma","doi":"10.1007/s44150-023-00089-6","DOIUrl":"10.1007/s44150-023-00089-6","url":null,"abstract":"<div><h2>Abstract\u0000</h2><div><p>We present a novel computational fabrication method for the production of Functionally Graded Structures (FGS) via robotic control of Viscous Thread Instability (VTI). Of interest in several fields and at different scales of application, the fabrication of FGS is often relying on offline fabrication workflows and on stable material conditions. By introducing partial control in the process of spatial deposition of an extruded clay thread in a state of instability, our method extends the design and fabrication possibilities of VTI to the production of FGS. Traditionally exploited for the industrial production of not-graded two-dimensional nonwoven textiles or for surface treatments in design-related 3d printing applications, we frame VTI as the main design and fabrication driver for the computational fabrication of functionally graded clay volumetric structures. Without relying on predictive physical simulation models, our method relies on feedback information provided by sensing equipment in combination with an industrial 6 axis robotic manipulator integrated with a numerically controlled clay extruder. The sensed information is used to retroactively update the inputs of a computational model programmed to guide the robotic additive fabrication of user-defined functional volumetric gradients. We illustrate the main design- and fabrication-related parameters and a set of material experiments designed to validate the accuracy of our model. We present a set of fabricated outputs to illustrate the flexibility of the model to accommodate a variety of design intentions and, finally, we discuss its potential for further research involving cross-scalar and trans-disciplinary applications.</p></div></div>","PeriodicalId":100117,"journal":{"name":"Architecture, Structures and Construction","volume":"3 2","pages":"171 - 191"},"PeriodicalIF":0.0,"publicationDate":"2023-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s44150-023-00089-6.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50040004","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Wood-based 3D printing: potential and limitation to 3D print building elements with cellulose & lignin 基于木材的3D打印:纤维素和木质素3D打印建筑元素的潜力和局限性
Architecture, Structures and Construction Pub Date : 2023-03-15 DOI: 10.1007/s44150-023-00088-7
Christopher Bierach, Alexsander Alberts Coelho, Michela Turrin, Serdar Asut, Ulrich Knaack
{"title":"Wood-based 3D printing: potential and limitation to 3D print building elements with cellulose & lignin","authors":"Christopher Bierach,&nbsp;Alexsander Alberts Coelho,&nbsp;Michela Turrin,&nbsp;Serdar Asut,&nbsp;Ulrich Knaack","doi":"10.1007/s44150-023-00088-7","DOIUrl":"10.1007/s44150-023-00088-7","url":null,"abstract":"<div><p>Under urgent sustainability targets, the building industry craves for renewable and recyclable biomaterials as cellulose is a fiber; Lignin is a plant-derived low-cost polymer with remarkable properties, yet its valorization is in its infancy. Recent studies have shown potentials to combine cellulose and lignin into a renewable bio-based material for the built environment, with the use of additive manufacturing to allow geometric customization and local control of material. However, previous studies also highlighted crucial issues to be solved. One main challenge is the lack of knowledge on combinations of lignin and cellulose with different binders to achieve a paste suitable for 3D printing, leading to a material applicable in the built environment. To contribute overcoming the challenge, this research aimed to explore various combinations of cellulose, lignin, and binders and to study the extrudability of the resulting paste using a clay extruder installed on a robotic arm. Several combinations were explored, evaluated, and compared. The four recipes with the highest scores were used to produce samples for tensile and three-point bending tests, water absorption and retention tests, and microscope analysis. The overall outcome has shown similarities between the mechanical properties of the mixture developed using methylcellulose as the binding agent and rigid polymer foams, such as the ones commonly used as insulation panels. Moreover, the material mix with the highest score in the preliminary assessment was further applied to fabricate samples with varied geometries to assess its potential and limitations combined with the fabrication process. Finally, two demonstrators were produced to explore the printing process for different geometric configurations: conceptual window frame and structural node were designed, and 3D printed as proof of concept.</p></div>","PeriodicalId":100117,"journal":{"name":"Architecture, Structures and Construction","volume":"3 2","pages":"157 - 170"},"PeriodicalIF":0.0,"publicationDate":"2023-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s44150-023-00088-7.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50054907","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Conceptual framework for sustainable construction 可持续建筑的概念框架
Architecture, Structures and Construction Pub Date : 2023-02-24 DOI: 10.1007/s44150-023-00087-8
Robert V. Thomas, Deepa G. Nair, Bert Enserink
{"title":"Conceptual framework for sustainable construction","authors":"Robert V. Thomas,&nbsp;Deepa G. Nair,&nbsp;Bert Enserink","doi":"10.1007/s44150-023-00087-8","DOIUrl":"10.1007/s44150-023-00087-8","url":null,"abstract":"<div><p>Growing global demand for sustainable development places immense pressure on the construction industry to select and promote sustainable construction practices. The selection of sustainable construction practices is a challenging task, as there are numerous variables and uncertainties involved in the concept of sustainability and a consistent and widely accepted framework for assessment and evaluation seems to be lacking. Based on an extensive literature review on sustainability, sustainable construction was redefined and evaluation frameworks were identified for comparison. Furthermore, a conceptual framework is proposed by identifying specific indicators and criteria relating to the objectives of sustainable construction (sociocultural, economic, technical and environmental) to evaluate the sustainability of construction practices. Recommendations for the application of the proposed framework is also presented.</p></div>","PeriodicalId":100117,"journal":{"name":"Architecture, Structures and Construction","volume":"3 1","pages":"129 - 141"},"PeriodicalIF":0.0,"publicationDate":"2023-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50045215","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
3D-printed sound absorbers: compact and customisable at broadband frequencies 3D打印吸音器:紧凑且可在宽带频率下定制
Architecture, Structures and Construction Pub Date : 2023-02-16 DOI: 10.1007/s44150-023-00086-9
F. Setaki, F. Tian, Michela Turrin, M. Tenpierik, L. Nijs, A. van Timmeren
{"title":"3D-printed sound absorbers: compact and customisable at broadband frequencies","authors":"F. Setaki,&nbsp;F. Tian,&nbsp;Michela Turrin,&nbsp;M. Tenpierik,&nbsp;L. Nijs,&nbsp;A. van Timmeren","doi":"10.1007/s44150-023-00086-9","DOIUrl":"10.1007/s44150-023-00086-9","url":null,"abstract":"<div><p>This paper discusses a novel, compact sound absorption solution with high performance at various frequencies, including low frequencies, achieved through the effective use of Computational Design and Additive Manufacturing (AM). Sound absorption is widely applied for reducing noise and improving room acoustics; however, it is often constrained by conventional design, material properties and production techniques, which offer limited options for customising performance. This research highlights that AM, in combination with computational design tools, can support the development of novel sound-absorbing products with high performance based on the principle of viscothermal wave propagation in prismatic tubes. The potential of these designs was explored via two studies of customised sound-absorbing panels whose performance was measured in a reverberation room. A custom measurement technique was used based on logarithmic sweeps with high-resolution FFT analysis. A comparison of the measurement results with the theory of viscothermal wave propagation indicated good agreement; thus, this study demonstrates the possibility of developing new concepts and design methods for novel room acoustic devices.\u0000</p></div>","PeriodicalId":100117,"journal":{"name":"Architecture, Structures and Construction","volume":"3 2","pages":"205 - 215"},"PeriodicalIF":0.0,"publicationDate":"2023-02-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s44150-023-00086-9.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50058193","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Mineral composites: stay-in-place formwork for concrete using foam 3D printing 矿物复合材料:使用泡沫3D打印的混凝土原地模板
Architecture, Structures and Construction Pub Date : 2023-02-11 DOI: 10.1007/s44150-023-00084-x
Patrick Bedarf, Cristian Calvo-Barentin, Dinorah Martinez Schulte, Ayça Şenol, Etienne Jeoffroy, Benjamin Dillenburger
{"title":"Mineral composites: stay-in-place formwork for concrete using foam 3D printing","authors":"Patrick Bedarf,&nbsp;Cristian Calvo-Barentin,&nbsp;Dinorah Martinez Schulte,&nbsp;Ayça Şenol,&nbsp;Etienne Jeoffroy,&nbsp;Benjamin Dillenburger","doi":"10.1007/s44150-023-00084-x","DOIUrl":"10.1007/s44150-023-00084-x","url":null,"abstract":"<div><p>Optimizing the shape of concrete construction elements is significant in reducing their material consumption and total weight while improving their functional performance. However, the resulting non-standard geometries are difficult and wasteful to fabricate with conventional formwork strategies. This paper presents the novel fabrication method of mineral foam 3D printing (F3DP) of bespoke lost formwork for non-standard, material-efficient, lightweight concrete elements. Many innovative formwork studies have shown that stay-in-place formwork can help to reduce waste and material consumption while adding functionality to building components. Foams are particularly suitable for this application because of their high strength-to-weight ratio, thermal resistance, and good machinability. F3DP allows the waste-free production of geometrically complex formwork elements without long lead times and production-specific tooling. This paper presents the material system and robotic F3DP setup with two experimental case studies: a perforated facade panel and an arched beam slab. Both cases use concrete as structural material and strategically placed custom-printed foam elements. In this first preliminary study, concrete savings of up to 50% and weight reduction of more than 60% could be achieved. This is competitive with standardized solutions such as hollow-core slabs but, in contrast, allows also for non-standard element geometries. Additional functionality, such as programmed perforation, acoustic absorption, and thermal insulation, could be added through the stay-in-place formwork. Moreover, the challenges and future developments of F3DP for sustainable building processes are discussed. Further studies are required to verify the findings. However, considering the urgent need for resource-efficient, low embodied-carbon solutions in the construction industry, this work is an important contribution to the next generation of high-performance building components.</p></div>","PeriodicalId":100117,"journal":{"name":"Architecture, Structures and Construction","volume":"3 2","pages":"251 - 262"},"PeriodicalIF":0.0,"publicationDate":"2023-02-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s44150-023-00084-x.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50019100","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Optimization of sound insulation of flat panel photobioreactors for bioenergy facades 生物能源外墙平板光生物反应器的隔声优化
Architecture, Structures and Construction Pub Date : 2023-02-09 DOI: 10.1007/s44150-023-00085-w
Martin Kerner
{"title":"Optimization of sound insulation of flat panel photobioreactors for bioenergy facades","authors":"Martin Kerner","doi":"10.1007/s44150-023-00085-w","DOIUrl":"10.1007/s44150-023-00085-w","url":null,"abstract":"<div><p>Flat panel photobioreactors consisting of different layers of glass panes, designed to allow heat and microalgae biomass production in a water layer by solar radiation at the facade of buildings (i.e. bioenergy facade), were acoustically examined and further developed for increased sound insulation against external noise exposure. The sound insulation was first examined by simulations on double-, triple- and four-skin bioreactor variants. Parameters such as the distance between panes, the number and types of layers, as well as the material and thickness of the glass panes, were varied. Especially the influence of decoupling layers and an airlift on the sound reduction index was evaluated. Based on the simulation results, a modular prototype was developed which could be converted into a double-, triple- or four-skin structure as required. The sound reduction of these was studied in an acoustic window laboratory experimentally. The highest measured weighted sound reduction index of 51 dB was obtained with a four-skin photobioreactor variant with four glass pane layers and a water layer. The weighted sound reduction indexes for alternative four-skin opaque prototype variants with a plasterboard layer were 2—3 dB lower. The double- and triple-skin variants achieved 43—47 dB. The use of XPS as insulation material in the outer air layers of the triple- and four-skin variants reduced the weighted sound reduction index by 2 dB. The airlift needed for turbulent mixing of the microalgae had no effect on the sound insulation but increased the average ambient noise level by up to 10 dB. With 51 dB, the four-shell photobioreactor prototype achieves sound insulation class 5 according to the german regulation VDI 2719 for windows and thus fulfills the function of a sound insulation element in the facade of buildings or in a soundproof wall.</p></div>","PeriodicalId":100117,"journal":{"name":"Architecture, Structures and Construction","volume":"3 1","pages":"113 - 127"},"PeriodicalIF":0.0,"publicationDate":"2023-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50034642","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Impacts of architectural beauty to building energy performance 建筑美对建筑节能性能的影响
Architecture, Structures and Construction Pub Date : 2023-02-06 DOI: 10.1007/s44150-023-00083-y
W. Michael Goodrum, Zhiqiang John Zhai, ml Robles
{"title":"Impacts of architectural beauty to building energy performance","authors":"W. Michael Goodrum,&nbsp;Zhiqiang John Zhai,&nbsp;ml Robles","doi":"10.1007/s44150-023-00083-y","DOIUrl":"10.1007/s44150-023-00083-y","url":null,"abstract":"<div><p>Consideration of architectural beauty in the built environment is growing as the broader concept of sustainable design replaces the more narrowly defined concepts of high performance or green building. This work is a part of Beauty in Building (BiB) research conducted by a team of architects and engineers working to understand links between architectural beauty and building performance. This work presents the exploration findings on what impact architectural beauty may have on building energy performance. A sample of 35 case studies contrasting high performing buildings with architecturally beautiful and high performing buildings was evaluated using the developed BiB matrix. Features that distinguished the best performing buildings from the rest of the sample population were identified based on the results of the case study evaluation. Building energy models representing these building features were then developed for quantitative evaluation of energy performance through energy simulation. Relative importance to beauty and energy performance of each of the features was determined and presented as weighting factors. The results illustrate those features that exhibited density, a combination of multiple systems, in the designs offered better performance relative to both beauty and energy.</p></div>","PeriodicalId":100117,"journal":{"name":"Architecture, Structures and Construction","volume":"3 1","pages":"87 - 111"},"PeriodicalIF":0.0,"publicationDate":"2023-02-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50010934","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Prototypical approach for an individualized standardization process in the context of intelligent construction and automation 智能建筑和自动化背景下个性化标准化过程的原型方法
Architecture, Structures and Construction Pub Date : 2023-01-26 DOI: 10.1007/s44150-023-00081-0
Jutta Albus, Kirsten Elisabeth Hollmann-Schröter
{"title":"Prototypical approach for an individualized standardization process in the context of intelligent construction and automation","authors":"Jutta Albus,&nbsp;Kirsten Elisabeth Hollmann-Schröter","doi":"10.1007/s44150-023-00081-0","DOIUrl":"10.1007/s44150-023-00081-0","url":null,"abstract":"<div><p>Strategies based on an optimal balance between standardization and individualization must be implemented to successfully overcome the current low level of automation in building construction. Project-specific adaptability can be ensured by a combination of automated machine technology and digital planning tools available today. In addition to achieving economic advantages, the focus is on improving sustainability factors, which concern both material consumption and functionality and improved use of resources and energy for building production and operation. The results of research into “lightweight aerogel concrete technology” has shown that an innovative liquid material mixture with insulating properties can be successfully implemented in an automated production process. An adaptive system for standardized wall, ceiling, and floor panels was developed, which can adapt to specific functionality needs and thus address the requirements of individual building tasks while keeping economic as well as architectural factors in mind. The advanced mono-material complies with current European regulations for insulated wall structures, considering the requirements for load-bearing capacity. Due to its homogeneous insulation effect across the entire element section, the aero lightweight concrete allows for intelligent detailing and connection principles and prevents the formation of thermal bridges. The relationship between material composition, material production, construction method, and building operation is essential for a circular planning process. Robotization as a multiple fabrication technology may facilitate these parameters in one cycle. The new technology allows for the crucial transition from research to an end-to-end construction workflow that maps the entire process chain, from concept planning to design and joining principles up to fabrication and assembly.</p></div>","PeriodicalId":100117,"journal":{"name":"Architecture, Structures and Construction","volume":"3 2","pages":"275 - 287"},"PeriodicalIF":0.0,"publicationDate":"2023-01-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s44150-023-00081-0.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50048510","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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