Transportation Planning and Technology最新文献

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Adoption of electric vehicles by young adults in an emerging market: a case study from Argentina 新兴市场年轻人对电动汽车的采用:来自阿根廷的案例研究
4区 工程技术
Transportation Planning and Technology Pub Date : 2023-10-11 DOI: 10.1080/03081060.2023.2265362
S. de Luca, F. Storani, F. Bruno, R. Di Pace
{"title":"Adoption of electric vehicles by young adults in an emerging market: a case study from Argentina","authors":"S. de Luca, F. Storani, F. Bruno, R. Di Pace","doi":"10.1080/03081060.2023.2265362","DOIUrl":"https://doi.org/10.1080/03081060.2023.2265362","url":null,"abstract":"ABSTRACTThe destiny of the electric vehicle (EV) marketplace will depend upon the behaviour of potential buyers and on how emerging markets allow EVs to be perceived as a mobility solution to the externalities generated by internal combustion (IC) vehicles. To this end it is important to ascertain the role played by psychological factors, along with instrumental attributes, especially among younger adults (future purchasers) in not yet mature markets. Our paper analyses and models the propensity to purchase an EV with respect to an equivalent IC vehicle. It contributes to the existing literature investigating younger adults’ behaviour in an emerging market, focusing on the role of attitudes and perceptions. A stated preferences survey, built on real commercial scenarios (Renault ZOE vs Renault Clio), was designed and disseminated at the University of Cordoba (Argentina). Respondent behaviour was modelled within the random utility paradigm. First, heterogeneity among users was investigated through mixed multinomial logit formulation; The role of psycho-attitudinal factors was then explored through the specification of hybrid choice models with latent variables. Estimation results indicate the significant role of attitudes and perceptions in emerging markets.KEYWORDS: Hybrid Discrete Choice Modellinglatent variablesattitudesperceptionselectric vehiclesemerging markets AcknowledgementsThis study was carried out within the MOST – Sustainable Mobility National Research Center and received funding from the European Union Next-GenerationEU (PIANO NAZIONALE DI RIPRESA E RESILIENZA (PNRR) – MISSIONE 4 COMPONENTE 2, INVESTIMENTO 1.4 – D.D. 1033 17/06/2022, CN00000023). This manuscript reflects only the authors’ views and opinions, neither the European Union nor the European Commission can be considered responsible for them. This research was also partially supported by the University of Salerno, under local grants no. ORSA171328 – 2019.Disclosure statementNo potential conflict of interest was reported by the author(s).Notes1 The monthly cost of the conventional car is calculated considering the price of the car in eight years and the fuel cost to undertake urban trips for a daily travelled distance of around 40 km. Therefore, the estimated monthly cost is €200.2 It is important to recall that we are dealing with students who are undertaking the choice of purchasing an electric vehicle in a not yet infrastructured market.3 The minimum sample size was preliminarily defined in accordance with the literature (Louviere, Hensher, and Swait Citation2000; Hensher, Shore, and Train Citation2005) by using following analytical expression: n≥qpa2[ϕ−1(1+α2)]2where p is the true proportion, q = 1 – p; α is the level of confidence (0.95); a is the accuracy (10%); and is the inverse cumulative normal distribution function.4 Cronbach’s alpha is a conservative measure of reliability. In contrast, composite reliability tends to overestimate the internal consistency reliabili","PeriodicalId":23345,"journal":{"name":"Transportation Planning and Technology","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-10-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136210212","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Freight last mile delivery: a literature review 最后一英里货运:文献综述
4区 工程技术
Transportation Planning and Technology Pub Date : 2023-10-11 DOI: 10.1080/03081060.2023.2268601
Si Liu, Elkafi Hassini
{"title":"Freight last mile delivery: a literature review","authors":"Si Liu, Elkafi Hassini","doi":"10.1080/03081060.2023.2268601","DOIUrl":"https://doi.org/10.1080/03081060.2023.2268601","url":null,"abstract":"","PeriodicalId":23345,"journal":{"name":"Transportation Planning and Technology","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-10-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136211669","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Models for quick evaluation of displaced right turn intersection performance 位移右转交叉口性能快速评价模型
4区 工程技术
Transportation Planning and Technology Pub Date : 2023-10-05 DOI: 10.1080/03081060.2023.2265910
Ashwin Narayana, Chandra Balijepalli
{"title":"Models for quick evaluation of displaced right turn intersection performance","authors":"Ashwin Narayana, Chandra Balijepalli","doi":"10.1080/03081060.2023.2265910","DOIUrl":"https://doi.org/10.1080/03081060.2023.2265910","url":null,"abstract":"Alternative intersection designs can provide cost-effective solutions to overcome the proven inadequacy of conventional approaches. Several studies have assessed the performance of alternative designs against a range of traffic volumes and geometric design aspects, each in isolation, but a model which can factor in multiple variables into the analysis is the identified research gap. The displaced left-turn – DLT intersection design was found to be the most versatile, efficient, and transferable to locations elsewhere in the world. In this paper, a displaced right-turn intersection – a variant of DLT, was modelled for a range of traffic flows and design conditions. Regression models were developed for Practical Reserve Capacity and Delay as dependent variables with traffic flow, proportion of right-turning traffic, signal cycle time and length of displaced turn as explanatory variables. These models can provide relatively quick preliminary estimates of the performance indicators before committing to resource-consuming junction remodelling works.","PeriodicalId":23345,"journal":{"name":"Transportation Planning and Technology","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135483409","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Connected and automated vehicle loading system for improving operational inefficiency from human driven vehicle in roll-on/roll-off port operations 连接和自动车辆装载系统,用于改善人类驾驶车辆在滚装/滚装港口操作中的操作效率低下
4区 工程技术
Transportation Planning and Technology Pub Date : 2023-10-04 DOI: 10.1080/03081060.2023.2265382
Sang Hyung Park, Sihyun Kim
{"title":"Connected and automated vehicle loading system for improving operational inefficiency from human driven vehicle in roll-on/roll-off port operations","authors":"Sang Hyung Park, Sihyun Kim","doi":"10.1080/03081060.2023.2265382","DOIUrl":"https://doi.org/10.1080/03081060.2023.2265382","url":null,"abstract":"This study aims to identify the non-value-adding activities during vehicle stowage operations in automobile terminals and propose a connected automated vehicle (CAV) loading system, a self-driving-car-loading system. Furthermore, the productivity of the CAV loading system is compared with the current loading system. A simulation model of an actual loading system was developed using the software FlexSim. The simulation results showed that the walking time of workers, operation time of shuttle vans, and waiting time occupied a large part of the cycle time in the current operation system. The proposed CAV loading system has eliminated these inefficiencies, and increased productivity by 26.78%. This is the first study to (1) present a self-driving-car-loading system in a simulated automobile terminal of a real-world size, and (2) propose a CAV loading system. Results provide useful insights for the integration of self-driving technology into future automobile port operations.","PeriodicalId":23345,"journal":{"name":"Transportation Planning and Technology","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-10-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135592477","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Operational efficiency for container terminal operators with undesirable outputs: slacks-based measures 产出不理想的货柜码头营运商的营运效率:以懒散为基础的措施
4区 工程技术
Transportation Planning and Technology Pub Date : 2023-10-02 DOI: 10.1080/03081060.2023.2264277
Viet Pham Quoc, Thanh Le Quoc
{"title":"Operational efficiency for container terminal operators with undesirable outputs: slacks-based measures","authors":"Viet Pham Quoc, Thanh Le Quoc","doi":"10.1080/03081060.2023.2264277","DOIUrl":"https://doi.org/10.1080/03081060.2023.2264277","url":null,"abstract":"ABSTRACTOperational efficiency is crucial in the container terminal industry to reduce costs, increase throughput, enhance customer satisfaction, optimize the supply chain, improve safety, minimize environmental impact, and ensure adaptability and resilience in a dynamic and competitive market. The article aims to estimate operational efficiency for CTOs by the Slacks-Based Measures (SBM) model when considering CO2 emissions and work accidents as undesirable outputs. In doing so, this paper adopted the cluster analysis to select homogeneous CTOs acting as Decision-making Units (DMUs). CTOs in the Cai Mep-Thi Vai port (the CMTV case) were then empirically studied to verify the validity of the suggested model. The results could have real-world applications for CTOs looking for managerial actions to boost operational efficiency and maintain high-quality growth. Additionally, the research model may provide an analytical reference for relevant port management applications. In particular, this study offers CTOs a scientific framework for evaluating the operational efficiency of CTOs located in a port.KEYWORDS: Operational efficiencySlacks-Based Measurescontainer terminalswork accidentsair emissionscontainer terminal operators AcknowledgementsThe authors would like to thank colleagues for very thoughtful reviews and critical comments, which have led to significant improvements to the early versions of the manuscript.Disclosure statementNo potential conflict of interest was reported by the author(s).","PeriodicalId":23345,"journal":{"name":"Transportation Planning and Technology","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-10-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135831096","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Planning the future of rail in the post-COVID era 规划后covid时代的铁路未来
4区 工程技术
Transportation Planning and Technology Pub Date : 2023-09-28 DOI: 10.1080/03081060.2023.2263440
Francesca Pagliara, Massimo Aria, Armando Castelluccio, Mario Tartaglia, Luca D’Aniello
{"title":"Planning the future of rail in the post-COVID era","authors":"Francesca Pagliara, Massimo Aria, Armando Castelluccio, Mario Tartaglia, Luca D’Aniello","doi":"10.1080/03081060.2023.2263440","DOIUrl":"https://doi.org/10.1080/03081060.2023.2263440","url":null,"abstract":"ABSTRACTThis paper proposes a methodology aimed at identifying the main factors affecting the rail sector in the new normal scenario, referring to the post-pandemic era, where the transportation system has experienced significant changes. Indeed, a survey was designed, and a questionnaire was submitted to a sample of employees of Ferrovie dello Stato Italiane (Italian State Railway company). Then, a ranking of these factors was identified through the estimation of a Structural Equation Model (SEM). Results showed that the areas of Energy and Environment, Lifestyle, and Economy will positively affect the future of rail in the new normal scenario. This study offers insights into the dynamics of the rail sector's adaptation to post-pandemic conditions. By highlighting the factors that play a crucial role in shaping the future of rail transportation, this research suggests innovative strategies and policy initiatives to foster sustainable growth and resilience in the sector.KEYWORDS: Rail transportenergy and environmentlifestyleeconomystructural equation modelsItalian rail network Disclosure statementNo potential conflict of interest was reported by the author(s).","PeriodicalId":23345,"journal":{"name":"Transportation Planning and Technology","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-09-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135344152","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Effects of built environment on metro ridership at a microscopic scale: a case study of Xi’an, China 微观尺度下建筑环境对地铁客流量的影响——以西安为例
4区 工程技术
Transportation Planning and Technology Pub Date : 2023-09-27 DOI: 10.1080/03081060.2023.2261508
Siyi Zhang, Yonggang Wang, Zixuan Liu, Jiazhuo Huang
{"title":"Effects of built environment on metro ridership at a microscopic scale: a case study of Xi’an, China","authors":"Siyi Zhang, Yonggang Wang, Zixuan Liu, Jiazhuo Huang","doi":"10.1080/03081060.2023.2261508","DOIUrl":"https://doi.org/10.1080/03081060.2023.2261508","url":null,"abstract":"ABSTRACTFew studies have examined the relationship at the microscopic spatial scale. In this study, multiple sources of data including mobile phone signal data, automatic fare collection system data, geo-information data, and street-view image data are combined to measure metro ridership and built environment at the plot or block scale. The Random Gradient Boosting Decision Tree was used to explore relationship between the built environment and ridership. The results show the following: (1) the relationship between built environment and ridership shows different types of curves. (2) The path distance to the metro station and the visual perception of road space have more significant impacts on ridership than road network density. (3) The location of the grid also affects grid-level metro ridership. The results suggest that planners should consider the locational factors, pay attention to the different effective thresholds of different variables on ridership and the longitudinal landscaping of non-motorized urban roads.KEYWORDS: Built environmentnon-motorized friendly designnon-linear relationshipmicroscopic spatial scale","PeriodicalId":23345,"journal":{"name":"Transportation Planning and Technology","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-09-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135538387","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Small and rural towns’ perception of autonomous vehicles: insights from a survey in Texas 小城镇和农村对自动驾驶汽车的看法:来自德克萨斯州一项调查的见解
4区 工程技术
Transportation Planning and Technology Pub Date : 2023-09-25 DOI: 10.1080/03081060.2023.2259373
Muhammad Usman, Wei Li, Jiahe Bian, Andong Chen, Xinyue Ye, Xiao Li, Bahar Dadashova, Chanam Lee, Kiju Lee, Sivakumar Rathinam, Marcia Ory
{"title":"Small and rural towns’ perception of autonomous vehicles: insights from a survey in Texas","authors":"Muhammad Usman, Wei Li, Jiahe Bian, Andong Chen, Xinyue Ye, Xiao Li, Bahar Dadashova, Chanam Lee, Kiju Lee, Sivakumar Rathinam, Marcia Ory","doi":"10.1080/03081060.2023.2259373","DOIUrl":"https://doi.org/10.1080/03081060.2023.2259373","url":null,"abstract":"ABSTRACTPeople’s perceptions of Autonomous Vehicles (AVs) are critical to understanding the role of AVs in future transportation systems. Most previous work on AVs perceptions is based on large cities or metropolitan areas. This study provides a unique perspective regarding perceptions of impacts of AVs in small and rural communities through an online survey in Central Texas (n = 1153). Our questionnaires gathered basic socio-demographic characteristics and AV impacts variables identified from the literature. We used summary statistics and ordered logistic regression models to reveal the perceived impacts of AVs. Residents of small and rural communities, particularly older adults (65 + years), were more enthusiastic about the development of AVs than the national average. Our findings reveal that being an employed, married male with a higher income increases the likelihood of accepting the impacts of AVs, suggesting further research to explore a feasible approach to utilizing AVs in small, rural communities.KEYWORDS: Autonomous vehiclePerceptionSmall townRural community AcknowledgmentsWe are grateful to Susan Chrysler, Stacey Alejandro, and Elissa Cuellar from Texas A&M Transportation Institute for their strong support during the data collection.Author contributionsThe authors confirm contribution to the paper as follows: study conception and design: M. Usman, W. Li, J. Bian, A. Chen, X. Ye, X. Li, B. Dadashova, C. Lee, K. Lee, S. Rathinam, M. Ory; data collection: M. Usman, W. Li, J. Bian, A. Chen, X. Ye, X. Li, B. Dadashova, M. Ory; analysis and interpretation of results: M. Usman, W. Li, J. Bian; all authors contributed to draft manuscript preparation, reviewed the results, and approved the final version of the manuscript.Disclosure statementNo potential conflict of interest was reported by the author(s).Additional informationFundingThis study is funded by the Safety through Disruption (Safe-D) University Transportation Center (UTC), part of the University Transportation Center Program of the U.S. Department of Transportation.","PeriodicalId":23345,"journal":{"name":"Transportation Planning and Technology","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-09-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135864132","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Does docked bike-sharing usage complement or overlap public transport? the case of Brussels, Belgium 共享单车的使用是对公共交通的补充还是重叠?比利时布鲁塞尔的案例
4区 工程技术
Transportation Planning and Technology Pub Date : 2023-09-15 DOI: 10.1080/03081060.2023.2256717
Frédéric Dobruszkes, Michał Dzięcielski
{"title":"Does docked bike-sharing usage complement or overlap public transport? the case of Brussels, Belgium","authors":"Frédéric Dobruszkes, Michał Dzięcielski","doi":"10.1080/03081060.2023.2256717","DOIUrl":"https://doi.org/10.1080/03081060.2023.2256717","url":null,"abstract":"ABSTRACTThis paper complements the existing literature on Bike Share Schemes (BSS) by investigating their use from a spatiotemporal perspective to assess their relationship with public transport (PT). We address these questions through the case of Brussels and its long-standing docked BSS ‘Villo!’. Our study analyses comprehensive (consecutive 12 months) and disaggregated (station level) data on rentals and returns and finds that Villo! is used mostly in dense (although not all) districts also well served by PT. However, temporal structures suggest Villo! overtakes PT at night in vibrant districts and possibly in selected districts with lower PT services over weekends. In addition, Villo! stations at key PT hubs usually do not show specific temporal patterns, which suggests intermodality may work at all times during PT operations. There could be an evening peak effect combined with the Brussels’ topography, but this needs to be confirmed by on-site surveys.KEYWORDS: Bike-sharingpublic transportspatiotemporal analysisprincipal component analysis AcknowledgmentMichał Dzięcielski gratefully acknowledge the computational grant from the Supercomputing and Networking Center (PSNC) in Poznań, Poland.Disclosure statementNo potential conflict of interest was reported by the author(s).Notes1 In Brussels, the ‘premetro’ is an underground-like infrastructure operated by tramways that ride both underground and in the streets.2 JCDecaux API, https://developer.jcdecaux.com/#/home (Accessed 22.04.2023).3 The monthly patterns of Villo! ridership could not be investigated because the period of the investigation was disturbed by post-pandemic recovery and thus increasing usage over time.4 Mathematically speaking, for each PC the statistical package computes the linear correlation between the supplementary variable and the scores.5 We argue that the value of a bike is proportionally higher for a poorer household than for a privileged one.6 This amount is not debited but must be available for the case rules would not be respected.","PeriodicalId":23345,"journal":{"name":"Transportation Planning and Technology","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-09-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135395531","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
The association between e-moped usage and residents’ subjective well-being: a case study of Shanghai, China by using Bayesian network 电动助力车使用与居民主观幸福感的关系——基于贝叶斯网络的上海实证研究
IF 1.6 4区 工程技术
Transportation Planning and Technology Pub Date : 2023-08-28 DOI: 10.1080/03081060.2023.2250341
Shichao Sun, Pingye Wang
{"title":"The association between e-moped usage and residents’ subjective well-being: a case study of Shanghai, China by using Bayesian network","authors":"Shichao Sun, Pingye Wang","doi":"10.1080/03081060.2023.2250341","DOIUrl":"https://doi.org/10.1080/03081060.2023.2250341","url":null,"abstract":"ABSTRACT Subjective well-being (SWB) is known to significantly influence individuals’ happiness and health, as well as sustainable social development. One crucial factor that affects residents’ SWB is their choice of transport mode. However, limited research has been conducted on how the use of e-mopeds, one of the most prevalent transportation modes in China, impacts residents’ SWB. To address this gap, this study utilizes survey data from eight traffic analysis zones in Shanghai to conduct an empirical investigation focused on the relationship between the use of e-mopeds for various purposes and residents’ SWB. A Bayesian network (BN) model is established to explore the correlations among travel-related attributes, socio-demographics, and SWB. The model's results reveal a strong correlation between e-moped usage and the likelihood of achieving higher SWB. Consequently, supporting the development of e-mopeds in Shanghai is considered crucial, and targeted policies are suggested.","PeriodicalId":23345,"journal":{"name":"Transportation Planning and Technology","volume":null,"pages":null},"PeriodicalIF":1.6,"publicationDate":"2023-08-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86674916","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
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