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Estimating bus dwell time: A review of the literature 估计巴士停留时间:文献回顾
IF 9.8 1区 工程技术
Transport Reviews Pub Date : 2023-01-01 DOI: 10.1080/01441647.2021.2023692
Soroush Rashidi , Shervin Ataeian , Prakash Ranjitkar
{"title":"Estimating bus dwell time: A review of the literature","authors":"Soroush Rashidi ,&nbsp;Shervin Ataeian ,&nbsp;Prakash Ranjitkar","doi":"10.1080/01441647.2021.2023692","DOIUrl":"10.1080/01441647.2021.2023692","url":null,"abstract":"<div><p>An accurate estimation of bus dwell time (BDT) is important as it directly influences the prediction of vehicles’ arrival times at bus stops and hence, the reliability of their services. Developing an efficient method to estimate BDT has received significant attention in the literature as numerous studies have been conducted on this topic. This paper provides an overview of research works conducted in the past on bus dwell time. It covers three aspects: first methods used in the literature to estimate BDT, second factors influencing BDT and third methods used in the literature to collect data. The methods used in the literature to estimate BDT are broadly classified and discussed under three categories namely, regression-based models, probabilistic and time series models and artificial intelligence-based models along with their strengths and weaknesses. The influence of different policy measures related to characteristics of bus, passengers, time-of-day, transit, and route are discussed. The research trends reveal an increasing tendency to employ more advanced methods for data collection (using GPS, APC and AVL) and modelling (e.g. using machine learning-based methods).</p></div>","PeriodicalId":48197,"journal":{"name":"Transport Reviews","volume":"43 1","pages":"Pages 32-61"},"PeriodicalIF":9.8,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44257392","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Shared e-scooter rider safety behaviour and injury outcomes: a review of studies in the United States 共享电动滑板车骑手的安全行为和伤害结果:美国研究综述
IF 9.8 1区 工程技术
Transport Reviews Pub Date : 2023-01-01 DOI: 10.1080/01441647.2023.2219838
Emma G. P. Sexton , Katherine J. Harmon , Rebecca L. Sanders , Nitesh R. Shah , Meg Bryson , Charles T. Brown , Christopher R. Cherry
{"title":"Shared e-scooter rider safety behaviour and injury outcomes: a review of studies in the United States","authors":"Emma G. P. Sexton ,&nbsp;Katherine J. Harmon ,&nbsp;Rebecca L. Sanders ,&nbsp;Nitesh R. Shah ,&nbsp;Meg Bryson ,&nbsp;Charles T. Brown ,&nbsp;Christopher R. Cherry","doi":"10.1080/01441647.2023.2219838","DOIUrl":"10.1080/01441647.2023.2219838","url":null,"abstract":"<div><p>Electric scooters (e-scooters) have proliferated throughout North American cities in the past five years, with about 60 million shared e-scooter trips taken in 2021. That growth has resulted in safety and injury prevention challenges, and much of the regulatory approach has been to limit e-scooter use through technological or behavioural interventions. The past few years have yielded a patchwork of regulations based on a diversity of published safety and injury studies, including work on injury burden (e.g. hospitalisation studies), direct observation, rider surveys, or traffic crash (e.g. police-reported crash) analysis. This review draws from disparate studies to develop systematic policy conclusions related primarily to rider safety behaviour and associated injury outcomes, particularly severe injuries. This work focuses on perceived safety, demographics of scooter riders, injury trends of riders, temporal and spatial correlates of shared e-scooter rider injuries and contributing factors like roadway design, impairment, and helmets. While this review focuses on studies that occurred in the United States, some findings transfer elsewhere. The sum of the literature points to the importance of enhanced and maintained infrastructure to improve rider behaviour, predictability, and perceived safety, and increases in driver and e-scooter user education and enforcement to reduce violations and impairment.</p></div>","PeriodicalId":48197,"journal":{"name":"Transport Reviews","volume":"43 6","pages":"Pages 1263-1285"},"PeriodicalIF":9.8,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41805392","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
A review of public transport transfer synchronisation at the real-time control phase 实时控制阶段公共交通换乘同步综述
IF 9.8 1区 工程技术
Transport Reviews Pub Date : 2023-01-01 DOI: 10.1080/01441647.2022.2035014
Konstantinos Gkiotsalitis , Oded Cats , Tao Liu
{"title":"A review of public transport transfer synchronisation at the real-time control phase","authors":"Konstantinos Gkiotsalitis ,&nbsp;Oded Cats ,&nbsp;Tao Liu","doi":"10.1080/01441647.2022.2035014","DOIUrl":"10.1080/01441647.2022.2035014","url":null,"abstract":"<div><p>We perform a systematic review of real-time control strategies for transfer synchronisations in public transport. In particular, we review inter-station and intra-station control measures that can be applied in near real-time, including vehicle holding, stop-skipping, speed control, short-turning, rescheduling, interlining, rerouting, and boarding limits. The topic of public transfer synchronisation at the operational phase is both a technically challenging and timely topic. It is technically challenging because finding optimal control measures is a computationally intensive problem and these measures should be computed in near real-time. It is also timely because of the emerging developments in shared mobility, Mobility-as-a-Service schemes, on-demand public transport, and vehicle automation that pose new opportunities as well as challenges in designing seamless passenger transfers. In our systematic review, we analyse the modelling approaches for real-time transfer synchronisation, including mathematical programmes, heuristics, rule-based approaches, and stochastic optimisation models. We then critically discuss the available literature and provide a future outlook, outlining six research directions.</p></div>","PeriodicalId":48197,"journal":{"name":"Transport Reviews","volume":"43 1","pages":"Pages 88-107"},"PeriodicalIF":9.8,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48633484","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 11
Is it really a stupid idea? The counterfactual check 这真的是个愚蠢的主意吗?反事实支票
IF 9.8 1区 工程技术
Transport Reviews Pub Date : 2023-01-01 DOI: 10.1080/01441647.2023.2246733
Bert van Wee
{"title":"Is it really a stupid idea? The counterfactual check","authors":"Bert van Wee","doi":"10.1080/01441647.2023.2246733","DOIUrl":"10.1080/01441647.2023.2246733","url":null,"abstract":"Proposals for unconventional policies often receive a lot of negative reactions, from media, citizens, politicians, interest groups, etc. The counterfactual check may be a simple method to explore if such policies are really a bad idea. In a recent paper on growing support for controversial policies, we briefly discussed the idea of asking people whether the counterfactual of a controversial policy proposal would be a good idea (Van Wee et al., 2023). We gave the example of the proposal to convert a two-way street into a one-way street. I live in Amersfoort, a medium-sized city (almost 161,000 inhabitants on January 2023) in the Netherlands, in a 1930s neighbourhood (i.e. the Leusderkwartier). Some years ago, the local municipality suggested to convert that road in that neighbourhood to a one-way street for motorised traffic (not for cyclists), for reasons of safety and liveability. The road is frequently used by cyclists, including 12–18-year-old high school students. In the street where I live, many people had a poster behind their window stating the following: “keep the Leusderkwartier accessible”. I did not have such a poster. One of my neighbours asked why. I explained that I was not sure if I thought it was a bad idea. He responded telling me that I certainly must think it was a bad idea. I asked him why. He responded saying that the idea was ridiculous because we then would have to take a detour driving in “opposite direction”. I said he was right, that of course that would mean a (small) detour, but also that it would become a safer, quieter and consequently more attractive street. I asked him: suppose the street would always have been a one-way street, as the local municipality now suggested. And suppose the proposal was to make it a two-way street. Would he then think this would be a brilliant idea? I hypothesised that he and many others would show a poster behind their window with the following text: “keep the Leusderkwartier safe and liveable”. He responded that he would not know if he would support the counterfactual change, and that this conversation made him think. Another example. In 2022, I was at an OECD (Organisation for Economic Co-operation and Development) Round Table meeting in Paris. One of the participants told me about the, in his opinion, ridiculous idea of converting the Route Periferique, an urban motorway surrounding central Paris, into a park with a cycle lane. I asked him why he thought that was a ridiculous idea. He indicated that the traffic intensities show that we need the Route Periferique. I asked him: suppose the Route Periferique would have been a park with a cycle lane for decades or even a century, would he support the idea of now converting it into an urban motorway, comparable to the current situation? A long silence occurred, followed by “I do not know”. I also asked him: what would he think would happen if Paris","PeriodicalId":48197,"journal":{"name":"Transport Reviews","volume":"43 6","pages":"Pages 1055-1057"},"PeriodicalIF":9.8,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42430201","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
What predicts motorcycle ownership, mode choice, and use for utilitarian travel? A literature review 是什么预测了摩托车的拥有、模式选择和实用出行的用途?文献综述
IF 9.8 1区 工程技术
Transport Reviews Pub Date : 2023-01-01 DOI: 10.1080/01441647.2023.2205177
Bing-yu Chiu , Erick Guerra
{"title":"What predicts motorcycle ownership, mode choice, and use for utilitarian travel? A literature review","authors":"Bing-yu Chiu ,&nbsp;Erick Guerra","doi":"10.1080/01441647.2023.2205177","DOIUrl":"10.1080/01441647.2023.2205177","url":null,"abstract":"<div><p>This literature review is the first to explore the predictors of the ownership, mode choice, and use of private motorcycles for utilitarian travel. Existing literature reviews on motorcycles only focused on the adverse impacts of motorcycle transport. A total of 45 articles in English published up to 2022 from quantitative and qualitative studies were reviewed to identify socioeconomic and built environment predictors of motorcycle travel which can be affected by planning or policy interventions. Motorcycle ownership level of a country is explained by average income, population density, and urbanisation level; that of a province or city by average income; and that of a household by the numbers of adults and workers, car ownership level, income as well as the population density and road density at the residential location. The choice of individuals to use a motorcycle rather than other modes is predicted by income and age as well as the advantages of time and cost savings of motorcycles over other modes. The amount of motorcycle use of households or individuals is associated with the number of household members, car ownership level, the age of the principal user, and income. Supply of public transport should focus on areas prone to widespread motorcycle ownership to both slow down the growth in motorcycle ownership and pre-empt that in car ownership as both types of motorised vehicles bring environmental and public health harms. More research is needed for further understanding of the relationships between motorcycle travel, the built environment, and public transport supply.</p></div>","PeriodicalId":48197,"journal":{"name":"Transport Reviews","volume":"43 6","pages":"Pages 1165-1189"},"PeriodicalIF":9.8,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47273519","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Review of road user mobility impacts and criteria for prioritising highway-rail grade crossings for grade separation 检讨道路使用者移动性的影响,以及优先兴建高铁平交道口的标准
IF 9.8 1区 工程技术
Transport Reviews Pub Date : 2023-01-01 DOI: 10.1080/01441647.2022.2038716
Maryam Ghaffari Dolama , Jonathan D. Regehr
{"title":"Review of road user mobility impacts and criteria for prioritising highway-rail grade crossings for grade separation","authors":"Maryam Ghaffari Dolama ,&nbsp;Jonathan D. Regehr","doi":"10.1080/01441647.2022.2038716","DOIUrl":"https://doi.org/10.1080/01441647.2022.2038716","url":null,"abstract":"<div><p>Road users experience mobility impacts when a train occupies a highway-rail grade (level) crossing. Research has shown that the cost of reduced mobility exceeds safety costs, yet there is little consistency in the integration of mobility-related criteria into approaches for prioritising crossings for grade separation. A synthesis of findings from a review of literature and practice demonstrated the importance of mobility impacts at blocked crossings, identified and compared mobility-related decision criteria and actionable thresholds used within prioritisation approaches to rank crossings for grade separation, and revealed methods to quantify and monetise delay at blocked crossings. The review identified the need for the joint application of traffic microsimulation and intelligent transportation systems to quantify road user delay at blocked crossings. Such work should consider network-level effects, account for the severe consequences of delay for certain road users (e.g. emergency responders), and develop methods for monetising delay impacts associated with different road users. Moreover, a knowledge gap persists in establishing the interrelationship between road user delay at blocked crossings, risky behaviour, and safety impacts. Finally, further work is required to establish and calibrate thresholds for mobility-related criteria within prioritisation approaches used to rank crossings for all types of improvements, including grade separation.</p></div>","PeriodicalId":48197,"journal":{"name":"Transport Reviews","volume":"43 1","pages":"Pages 131-153"},"PeriodicalIF":9.8,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49716296","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Integrated people-and-goods transportation systems: from a literature review to a general framework for future research 综合人货运输系统:从文献综述到未来研究的一般框架
IF 9.8 1区 工程技术
Transport Reviews Pub Date : 2023-01-01 DOI: 10.1080/01441647.2023.2189322
Rong Cheng , Yu Jiang , Otto Anker Nielsen
{"title":"Integrated people-and-goods transportation systems: from a literature review to a general framework for future research","authors":"Rong Cheng ,&nbsp;Yu Jiang ,&nbsp;Otto Anker Nielsen","doi":"10.1080/01441647.2023.2189322","DOIUrl":"10.1080/01441647.2023.2189322","url":null,"abstract":"<div><p>The promotion of urban mobility by integrating people-and-goods transportation has attracted increasing attention in recent years. Within this framework, diversified forms such as co-modality, freight on transit, and crowdshipping have been proposed, piloted or implemented. The success of the implementation and market penetration depends on not only the novelties of the concept but also the planning and operational efficiency. Thus, a comprehensive review focusing on the operation of integrated people-and-goods transportation systems and associated critical decisions and subproblems is performed. Different practical forms in which people and goods are transported in an integrated manner are identified. The critical decisions associated with each form and subproblem are discussed, along with corresponding models and solution approaches. Notably, because integrated transportation systems are in the early exploration stage at present, new forms are expected to emerge. Therefore, this paper proposes a general framework to realise the planning and operation of new forms in the future. The decisions and subproblems identified from existing forms are fed to the proposed general framework to identify two key research opportunities: to improve or extend existing research and to conduct pioneering research to fill the gaps in the frameworks for operating potential forms of integrated people-and-goods transportation.</p></div>","PeriodicalId":48197,"journal":{"name":"Transport Reviews","volume":"43 5","pages":"Pages 997-1020"},"PeriodicalIF":9.8,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43389589","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
A survey of the opportunities and challenges of supervised machine learning in maritime risk analysis 监督式机器学习在海事风险分析中的机遇与挑战
IF 9.8 1区 工程技术
Transport Reviews Pub Date : 2023-01-01 DOI: 10.1080/01441647.2022.2036864
Andrew Rawson , Mario Brito
{"title":"A survey of the opportunities and challenges of supervised machine learning in maritime risk analysis","authors":"Andrew Rawson ,&nbsp;Mario Brito","doi":"10.1080/01441647.2022.2036864","DOIUrl":"10.1080/01441647.2022.2036864","url":null,"abstract":"<div><p>Identifying and assessing the likelihood and consequences of maritime accidents has been a key focus of research within the maritime industry. However, conventional methods utilised for maritime risk assessment have been dominated by a few methodologies each of which have recognised weaknesses. Given the growing attention that supervised machine learning and big data applications for safety assessments have been receiving in other disciplines, a comprehensive review of the academic literature on this topic in the maritime domain has been conducted. The review encapsulates the prediction of accident occurrence, accident severity, ship detentions and ship collision risk. In particular, the purpose, methods, datasets and features of such studies are compared to better understand how such an approach can be applied in practice and its relative merits. Several key challenges within these themes are also identified, such as the availability and representativeness of the datasets and methodological challenges associated with transparency, model development and results evaluation. Whilst focused within the maritime domain, many of these findings are equally relevant to other transportation topics. This work, therefore, highlights both novel applications for applying these techniques to maritime safety and key challenges that warrant further research in order to strengthen this methodological approach.</p></div>","PeriodicalId":48197,"journal":{"name":"Transport Reviews","volume":"43 1","pages":"Pages 108-130"},"PeriodicalIF":9.8,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44298004","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 21
Characterising the flexibility of electric vehicle charging strategies: a systematic review and assessment 表征电动汽车充电策略的灵活性:一个系统的审查和评估
IF 9.8 1区 工程技术
Transport Reviews Pub Date : 2023-01-01 DOI: 10.1080/01441647.2023.2217519
Julia B. Gutiérrez-Lopez , Dominik Möst
{"title":"Characterising the flexibility of electric vehicle charging strategies: a systematic review and assessment","authors":"Julia B. Gutiérrez-Lopez ,&nbsp;Dominik Möst","doi":"10.1080/01441647.2023.2217519","DOIUrl":"https://doi.org/10.1080/01441647.2023.2217519","url":null,"abstract":"<div><p>The increasing uptake of electric vehicles (EVs) has raised concerns about the impact a large fleet could have on electricity markets and distribution grids alike. Charging strategies have emerged as a means to provide flexibility, especially to electricity distribution grids, by controlling the EV charging process. This paper presents a typification of charging strategies and introduces a conceptual framework for appraising their flexibility in distribution grids. This is underpinned by data collected through an aggregative systematic literature review. The framework is derived from an exploratory qualitative content analysis of the sampled data and encompasses four flexibility dimensions: time, duration, quantity, and location of charging. Structural elements of a charging strategy are also explored, complementing the framework. Finally, the paper also presents a quantitative data analysis assessing the level of flexibility provided by each charging strategy. Results show that flexibility dimensions are not equally exploited, direct control strategies do not strictly outperform other control alternatives and innovative charging structures are yet to thrive for flexibility supply to increase. These findings contribute to better-informed, evidence-based policy interventions.</p></div>","PeriodicalId":48197,"journal":{"name":"Transport Reviews","volume":"43 6","pages":"Pages 1237-1262"},"PeriodicalIF":9.8,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49714105","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
To share or not to share, by whom is the question. Acceptability and acceptance of shared transport services by vulnerable groups 分享还是不分享,这是谁的问题。弱势群体对共享交通服务的接受程度
IF 9.8 1区 工程技术
Transport Reviews Pub Date : 2023-01-01 DOI: 10.1080/01441647.2023.2185314
Leen De Paepe , Veronique Van Acker , Frank Witlox
{"title":"To share or not to share, by whom is the question. Acceptability and acceptance of shared transport services by vulnerable groups","authors":"Leen De Paepe ,&nbsp;Veronique Van Acker ,&nbsp;Frank Witlox","doi":"10.1080/01441647.2023.2185314","DOIUrl":"10.1080/01441647.2023.2185314","url":null,"abstract":"<div><p>It is believed that shared transport services (STSs) can reduce transport poverty and social exclusion. This paper proposes a definition of “social acceptability” and “social acceptance” and examines whether vulnerable groups accept STSs. The notions “acceptability” and “acceptance” were distinguished and four necessary conditions, especially for vulnerable groups, or the 4As were identified: “availability”, “accessibility”, “affordability”, and “attractability”. In the context of STSs, “social acceptability” is defined as the degree to which an individual intends to use a STS before experiencing it in everyday travel based on the expected availability, accessibility, affordability, and attractability of the service, while “social acceptance” also incorporates the use of a STS after experiencing it in everyday travel based on a minimum level of perceived availability, accessibility, affordability, and attractability. This paper further reviews the scientific literature in transport research regarding the “acceptability” or “acceptance” of STSs by vulnerable groups. While several studies include socio-economic and demographic variables (e.g. age, gender) to explain the “acceptability” of STSs, only a few studies specifically focus on vulnerable groups. More research on the “social acceptance” of STSs, especially shared scooters, ride-sharing, and apps and Mobility as a Service (MaaS), by vulnerable groups is needed.</p></div>","PeriodicalId":48197,"journal":{"name":"Transport Reviews","volume":"43 5","pages":"Pages 935-969"},"PeriodicalIF":9.8,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45368273","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
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