International Journal of Industrial Ergonomics最新文献

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The impact of individual AI proficiency on human–agent collaboration: Higher sensitivity to discern the comprehension ability of intelligent agents for users with higher AI proficiency levels
IF 2.5 2区 工程技术
International Journal of Industrial Ergonomics Pub Date : 2025-04-16 DOI: 10.1016/j.ergon.2025.103745
Ruifeng Yu, Xinran Xu, Shuo Peng
{"title":"The impact of individual AI proficiency on human–agent collaboration: Higher sensitivity to discern the comprehension ability of intelligent agents for users with higher AI proficiency levels","authors":"Ruifeng Yu,&nbsp;Xinran Xu,&nbsp;Shuo Peng","doi":"10.1016/j.ergon.2025.103745","DOIUrl":"10.1016/j.ergon.2025.103745","url":null,"abstract":"<div><div>This study explored the impact of individual artificial intelligence (AI) proficiency on task scores, human perceptions of the agent's intelligence and anthropomorphism, trust, and mental workload from the perspective of human–agent collaboration. A 2 (Individual AI Proficiency, between-subjects) <span><math><mrow><mo>×</mo></mrow></math></span> 2 (Intelligent Agent's Comprehension Ability for Human Intentions, within-subjects) mixed experimental design was implemented in a task in which the participants and intelligent agents collaborated to navigate an unknown map. Forty participants participated in this study. The results revealed significant interaction effects between human AI proficiency and the agents' comprehension abilities on human trust, perceived intelligence, and perceived anthropomorphism. Users with higher AI proficiency demonstrated greater trust, perceived intelligence, and anthropomorphism when interacting with intelligent agents that interpreted human intention based on both immediate and previous feedback, compared to intelligent agents based solely on immediate feedback, displaying a higher sensitivity to the change in agents' ability. Additionally, intelligent agents that interpret human intentions based on both immediate and previous feedback significantly reduce users' mental workload compared with those that rely solely on immediate feedback.</div></div>","PeriodicalId":50317,"journal":{"name":"International Journal of Industrial Ergonomics","volume":"107 ","pages":"Article 103745"},"PeriodicalIF":2.5,"publicationDate":"2025-04-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143833323","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Impact of floor inclination on torque production, ground reaction forces, and postural adjustments during handwheel operations
IF 2.5 2区 工程技术
International Journal of Industrial Ergonomics Pub Date : 2025-04-14 DOI: 10.1016/j.ergon.2025.103740
Matthieu Abautret , Benjamin Goislard de Monsabert , André Jacques , Jean Panchairi , Chantal Maïs , Guillaume Rao
{"title":"Impact of floor inclination on torque production, ground reaction forces, and postural adjustments during handwheel operations","authors":"Matthieu Abautret ,&nbsp;Benjamin Goislard de Monsabert ,&nbsp;André Jacques ,&nbsp;Jean Panchairi ,&nbsp;Chantal Maïs ,&nbsp;Guillaume Rao","doi":"10.1016/j.ergon.2025.103740","DOIUrl":"10.1016/j.ergon.2025.103740","url":null,"abstract":"<div><div>How does floor inclination alter balance and force capacities during handwheel operations, further affecting control operations and ultimately threatening safety in domains such as naval, aviation, construction, and agriculture? This study investigates the effects of different floor inclinations on torque production, ground reaction forces, and postural adjustments during a handwheel maneuvering task. Participants performed maximal isometric torque exertion by operating a handwheel at floor inclinations ranging from 30° backward to 30° forward around the transverse axis. Handwheel torque, Ground Reaction Forces (GRFs) under both feet, and kinematics data for postural adjustments were recorded. The results revealed significant variations in handwheel torque production, GRFs distribution, and postural alignment as a function of inclination angle. Specifically, there was a significant reduction in handwheel torque production of up to 19 % (p &lt; 0.01) at extreme forward inclination and 16 % (p &lt; 0.05) at extreme backward inclination compared to the horizontal condition. GRFs analysis showed adjustments in forces distribution between the feet. Kinematics analyses demonstrated significant postural adjustments affecting body alignment and force generation capacity. This study provides critical data for design engineers, highlighting the challenges of handwheel torque production and the importance of considering lower limb contributions and postural adaptations at steep inclinations. These results emphasize the need to account for floor inclination in equipment design and operator training can enhance safety and performance.</div></div>","PeriodicalId":50317,"journal":{"name":"International Journal of Industrial Ergonomics","volume":"107 ","pages":"Article 103740"},"PeriodicalIF":2.5,"publicationDate":"2025-04-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143825487","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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 dual-channel model of technostress and miners' perceived safety performance: The role of emotion regulation strategies 技术压力与矿工感知安全绩效的双通道模型:情绪调节策略的作用
IF 2.5 2区 工程技术
International Journal of Industrial Ergonomics Pub Date : 2025-04-14 DOI: 10.1016/j.ergon.2025.103744
Zhe Zhang , Xinping Wang , Chang Su , Xiaohan Zhang
{"title":"The dual-channel model of technostress and miners' perceived safety performance: The role of emotion regulation strategies","authors":"Zhe Zhang ,&nbsp;Xinping Wang ,&nbsp;Chang Su ,&nbsp;Xiaohan Zhang","doi":"10.1016/j.ergon.2025.103744","DOIUrl":"10.1016/j.ergon.2025.103744","url":null,"abstract":"<div><div>This study investigates the relationship between technostress and miners' perceived safety performance in the context of intelligent coal mines. Using a questionnaire survey method, data were collected from 459 miners in Shaanxi, China. The study employs structural equation modeling to analyze the impact of technostress on perceived safety performance, revealing a dual impact: both challenging and hindering effects. The results demonstrate that technostress has a complex dual impact on miners' perceived safety performance, with both challenging and hindering types of technostress present. Moreover, the use of emotional regulation strategies can positively or negatively modulate this stress. Cognitive reappraisal enhances perceived safety performance, while expressive suppression weakens it. This study provides new insights into understanding the impact of technostress in intelligent coal mines and offers theoretical support for safety management practices. Future research should explore the generalizability of these findings across different mining environments and technological contexts.</div></div>","PeriodicalId":50317,"journal":{"name":"International Journal of Industrial Ergonomics","volume":"107 ","pages":"Article 103744"},"PeriodicalIF":2.5,"publicationDate":"2025-04-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143825486","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
An LSTM-based system for accurate breast shape identification and personalized bra recommendations for young women
IF 2.5 2区 工程技术
International Journal of Industrial Ergonomics Pub Date : 2025-04-11 DOI: 10.1016/j.ergon.2025.103736
Sha Sha , Zhe Fan , Cheng Chi , Yaru Wan
{"title":"An LSTM-based system for accurate breast shape identification and personalized bra recommendations for young women","authors":"Sha Sha ,&nbsp;Zhe Fan ,&nbsp;Cheng Chi ,&nbsp;Yaru Wan","doi":"10.1016/j.ergon.2025.103736","DOIUrl":"10.1016/j.ergon.2025.103736","url":null,"abstract":"<div><div>Young women often struggle with ill-fitting bras, which can impede breast development and may contribute to breast-related health issues. From a business perspective, this also increases the likelihood of product returns. While various methods have been proposed to classify breast shapes and enhance bra design, the lack of accessible measurement tools and expertise often makes it difficult for young women to select appropriate bras. This study addresses this issue by introducing a Long Short-Term Memory (LSTM)-based recommendation system that helps young women easily and accurately choose well-fitting bras. To precisely identify the shapes of young women's breasts, this study collected human body data from 150 individuals using a 3D body scanner and employing ergonomics expertise and statistical analysis methods such as Principal Component Analysis (PCA) to classify 7 key indices such as bust circumference, underbust circumference, and lower mammary cup arc length as breast shape indices. The k-means clustering method subdivided breast shapes into six categories. Next, based on the classification result, an LSTM based discrimination model was developed to identify the breast morphology, achieving a breast identification accuracy of 85.71 %, surpassing both the Back Propagation (BP) neural network and Convolutional Neural Network (CNN) in terms of operational efficiency, fitting accuracy, and overall performance. Finally, users only need to input the breasts measurements to receive recommended bra parameters and corresponding style chart. This study not only enhances comfort and health by facilitating optimal bra selection but also minimizes return rates and improves the shopping experience, crucial for the sustainable development of the apparel industry.</div></div>","PeriodicalId":50317,"journal":{"name":"International Journal of Industrial Ergonomics","volume":"107 ","pages":"Article 103736"},"PeriodicalIF":2.5,"publicationDate":"2025-04-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143816114","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Creating more viable safety recommendations in accident investigation by revising the human factors intervention matrix (HFIX)
IF 2.5 2区 工程技术
International Journal of Industrial Ergonomics Pub Date : 2025-04-10 DOI: 10.1016/j.ergon.2025.103743
Wesley Tsz-Kin Chan , Wen-Chin Li , Richard Yeun , Thomas Wang
{"title":"Creating more viable safety recommendations in accident investigation by revising the human factors intervention matrix (HFIX)","authors":"Wesley Tsz-Kin Chan ,&nbsp;Wen-Chin Li ,&nbsp;Richard Yeun ,&nbsp;Thomas Wang","doi":"10.1016/j.ergon.2025.103743","DOIUrl":"10.1016/j.ergon.2025.103743","url":null,"abstract":"","PeriodicalId":50317,"journal":{"name":"International Journal of Industrial Ergonomics","volume":"107 ","pages":"Article 103743"},"PeriodicalIF":2.5,"publicationDate":"2025-04-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143816113","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Accessibility evaluation of assembly operations in confined space based on digital human model
IF 2.5 2区 工程技术
International Journal of Industrial Ergonomics Pub Date : 2025-04-10 DOI: 10.1016/j.ergon.2025.103719
Silu Wang, Jianguang Li, Mingyue Yin, Qian Wu
{"title":"Accessibility evaluation of assembly operations in confined space based on digital human model","authors":"Silu Wang,&nbsp;Jianguang Li,&nbsp;Mingyue Yin,&nbsp;Qian Wu","doi":"10.1016/j.ergon.2025.103719","DOIUrl":"10.1016/j.ergon.2025.103719","url":null,"abstract":"<div><div>The confined spaces (CS) of large equipment are typically compact with intricate operational environments, which significantly affect the accessibility, efficiency, and operational quality of workers. Spatial accessibility evaluation, as a critical indicator of worker safety and product design optimization, is an essential part of equipment product design. This study proposes a comprehensive evaluation method based on digital human models (DHMs) and virtual reality systems (VRS) for the quantitative analysis of operational accessibility in CS. The method integrates DHMs and ergonomics data to analyze human dynamics, path accessibility, operational accessibility, and visibility. It defines the spatial restriction ratio (SRR) and the operational freedom ratio (OFR), and combines directional weight coefficients for specific operation types with REBA posture ratings to construct a multi-dimensional quantitative evaluation system. The experiment was based on 6 confined units and 11 operations of an equipment, recruiting 10 subjects to simulate real operations through VRS to validate the effectiveness of the method. The results of the tests demonstrate that the method can effectively evaluate the operation accessibility in CS, optimize the product layout, reduce the risk of musculoskeletal injuries for workers, and provide theoretical support for the iterative design of industrial equipment. It promotes the transition of operational accessibility evaluation in CS from experience-driven to data-driven precision upgrades, offering new perspectives and methodological support for the spatial layout optimization and scientifically reasonable operation planning of complex industrial products.</div></div>","PeriodicalId":50317,"journal":{"name":"International Journal of Industrial Ergonomics","volume":"107 ","pages":"Article 103719"},"PeriodicalIF":2.5,"publicationDate":"2025-04-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143808082","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Development of a parametric model of adult human ear geometry
IF 2.5 2区 工程技术
International Journal of Industrial Ergonomics Pub Date : 2025-04-09 DOI: 10.1016/j.ergon.2025.103738
Matthew P. Reed, Tyler R. Vallier, Anne C. Bonifas
{"title":"Development of a parametric model of adult human ear geometry","authors":"Matthew P. Reed,&nbsp;Tyler R. Vallier,&nbsp;Anne C. Bonifas","doi":"10.1016/j.ergon.2025.103738","DOIUrl":"10.1016/j.ergon.2025.103738","url":null,"abstract":"<div><div>Quantitative knowledge regarding the size and shape of the human ear is valuable for the design of hearing protection and audio devices. In this study, a retrospective analysis of computed tomography (CT) scans from a patient database was conducted in order to address the need for a three-dimensional parametric model of adult ear geometry. A template polygonal mesh was fit to extracted geometry of the pinna, canal, and adjacent scalp for 331 ears from 224 men and women aged 18–81 years. Principal component analysis demonstrated a large amount of variance in the position and orientation of the ears with respect to the skull. A regression analysis confirmed previous findings of sex differences in the increase of ear size with increasing age and demonstrated an effect of body mass index on ear position and orientation that has not been previously described.</div></div>","PeriodicalId":50317,"journal":{"name":"International Journal of Industrial Ergonomics","volume":"107 ","pages":"Article 103738"},"PeriodicalIF":2.5,"publicationDate":"2025-04-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143808080","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Affective judgment of viewing an illuminated in-product space in relation to the surrounding lighting
IF 2.5 2区 工程技术
International Journal of Industrial Ergonomics Pub Date : 2025-04-09 DOI: 10.1016/j.ergon.2025.103742
Byeongjin Kim, Hyeon-Jeong Suk
{"title":"Affective judgment of viewing an illuminated in-product space in relation to the surrounding lighting","authors":"Byeongjin Kim,&nbsp;Hyeon-Jeong Suk","doi":"10.1016/j.ergon.2025.103742","DOIUrl":"10.1016/j.ergon.2025.103742","url":null,"abstract":"<div><div>This study deals with the appropriate lighting conditions within in-product spaces, focusing on two parameters: illuminance and correlated color temperature (CCT), in relation to the surrounding light conditions. The study was structured around two main experiments. The first experiment investigated how the perceived illuminance inside these in-product spaces correlates with the intensity of surrounding light, demonstrating that preferred interior lighting levels are directly influenced by surrounding lighting conditions and the color of the interior surfaces. The optimal illuminance was predicted using a regression model: Best Illuminance = 18.20 × L value of product +.70 × Surrounding illuminance - 514.30 (<em>R</em><sup>2</sup> = .75), indicating that preferred in-product illuminance increases with higher surrounding illuminance. The second experiment examined the perception of ’whiteness’ and preference for in-product space lighting CCT under varying CCT of surrounding light. The results showed that higher surrounding CCT significantly increased the perceived white point of in-product. The perceived white point was predicted using a model: 10<sup>6</sup>∕Correlated Color Temperature of Whitest Light = 3.13 × 10<sup>5</sup> × Surrounding Correlated Color Temperature +150.69 (<em>R</em><sup>2</sup> = .57), indicating that the perceived white point shifts toward higher CCT under cooler surroundings. Additionally, participants preferred a higher CCT than the perceptual white point as the lighting within the in-product space. These experiments provide concrete guidelines for designing lighting within in-product spaces, offering predictive models for both illuminance and CCT to support more effective and user-preferred lighting solutions across various product settings.</div></div>","PeriodicalId":50317,"journal":{"name":"International Journal of Industrial Ergonomics","volume":"107 ","pages":"Article 103742"},"PeriodicalIF":2.5,"publicationDate":"2025-04-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143799310","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Beyond certification: Improving lifeguard drowning detection through validated tools and specialized training
IF 2.5 2区 工程技术
International Journal of Industrial Ergonomics Pub Date : 2025-04-09 DOI: 10.1016/j.ergon.2025.103741
Benjamin T. Sharpe , Marcus S. Smith , Steven C.R. Williams , Adam Hampshire , Maria Balaet , William Trender , Peter J. Hellyer , Jo Talbot , Jenny Smith
{"title":"Beyond certification: Improving lifeguard drowning detection through validated tools and specialized training","authors":"Benjamin T. Sharpe ,&nbsp;Marcus S. Smith ,&nbsp;Steven C.R. Williams ,&nbsp;Adam Hampshire ,&nbsp;Maria Balaet ,&nbsp;William Trender ,&nbsp;Peter J. Hellyer ,&nbsp;Jo Talbot ,&nbsp;Jenny Smith","doi":"10.1016/j.ergon.2025.103741","DOIUrl":"10.1016/j.ergon.2025.103741","url":null,"abstract":"<div><div>This study investigated two key aims: (1) the external validity of an animated performance assessment tool previously utilized in lifeguard training, with a focus on how lifeguard experience and task duration affect performance metrics, and (2) the impact of two distinct training protocols on lifeguard-specific drowning detection abilities. In the first experiment, experienced lifeguards demonstrated superior performance compared to inexperienced lifeguards in both 30-min tasks; however, both groups exhibited a decline in performance over time. The external validity of the animated tool was supported by its ability to produce performance outcomes aligned with real-world lifeguard tasks. The second experiment revealed that training specifically designed for lifeguard drowning detection significantly enhanced detection performance, while working memory training showed no measurable effect. These results highlight the necessity of incorporating realistic drowning detection challenges—such as varied bather numbers, drowning durations, and locations—into lifeguard certification programs, which currently do not emphasize these critical elements. The study also points to the significant proportion of lifeguards who missed drowning scenarios at baseline, underscoring the urgent need for improved training. Future research should explore the potential of animated tools in training and further investigate the cognitive mechanisms that underpin effective drowning detection.</div></div>","PeriodicalId":50317,"journal":{"name":"International Journal of Industrial Ergonomics","volume":"107 ","pages":"Article 103741"},"PeriodicalIF":2.5,"publicationDate":"2025-04-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143808081","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Effect of physical exertion on workers safety awareness: A biosensing and eye-tracking study
IF 2.5 2区 工程技术
International Journal of Industrial Ergonomics Pub Date : 2025-04-04 DOI: 10.1016/j.ergon.2025.103737
Shashank Muley , Chao Wang , Fereydoun Aghazadeh
{"title":"Effect of physical exertion on workers safety awareness: A biosensing and eye-tracking study","authors":"Shashank Muley ,&nbsp;Chao Wang ,&nbsp;Fereydoun Aghazadeh","doi":"10.1016/j.ergon.2025.103737","DOIUrl":"10.1016/j.ergon.2025.103737","url":null,"abstract":"<div><div>Construction's unique occupational health and safety challenges manifest from workers' exposure to stressful and hazardous conditions, impairing their cognitive abilities to identify and eliminate risky situations. Physical stress imposed as physical exertion is a major workplace stress category that impacts construction workers' safety behavior. While previous studies have demonstrated the effect of physical exertion on workers' hazard recognition and safety performance, research gaps persist regarding the direct impact of physical exertion on workers' physiological responses and near-miss recognition performance. This study investigates workers' ability to recognize near-miss incidents using an eye-tracking experiment conducted in controlled non-stress and physical stress (overexertion) conditions. Thirty-five participants were exposed to near-miss scenarios from construction sites. Physiological and eye-tracking matrices measured their bio signals and safety behavior during the experiment. The findings from this study reveal that physical overexertion triggered by manual material handling activity can adversely affect worker safety behavior and cognitive ability toward near-miss recognition. Visual attention toward near-miss scenarios was reduced by 39.43 % post-exposure to physical exertion. Additionally, physiological data collected using wearable sensors shows a significant statistical association with near-miss recognition of participants. Individuals with low neuroticism and extraversion showed the highest reduction in recognition performance post-exposure to physical exertion. The study confirms the significant impact of fatigue on reducing workers' efficiency in identifying near-misses, suggesting avenues for developing overexertion relief assessment systems using wearable sensors. Additionally, personality-based safety worker allocation models could aid in recruiting and training workers with lower recognition abilities.</div></div>","PeriodicalId":50317,"journal":{"name":"International Journal of Industrial Ergonomics","volume":"107 ","pages":"Article 103737"},"PeriodicalIF":2.5,"publicationDate":"2025-04-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143768688","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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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