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Enhancing System Safety and Reliability through Integrated FMEA and Game Theory: A Multi-Factor Approach 通过综合 FMEA 和博弈论提高系统安全性和可靠性:多因素方法
IF 1.9 Q3 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2023-12-22 DOI: 10.3390/safety10010004
Mohammad Yazdi
This study aims to address the limitations of traditional Failure Mode and Effect Analysis (FMEA) in managing safety and reliability within complex systems characterized by interdependent critical factors. We propose an integrated framework that combines FMEA with the strategic decision-making principles of Game Theory, thereby enhancing the assessment and mitigation of risks in intricate environments. The novel inclusion of the Best Worst Method (BWM) and Pythagorean fuzzy uncertain linguistic variables refines the accuracy of risk evaluation by overcoming the inherent deficiencies of conventional FMEA approaches. Through sensitivity analysis, the framework’s efficacy in identifying and prioritizing failure modes is empirically validated, guiding the development of targeted interventions. The practical application of our methodology is demonstrated in a comprehensive healthcare system analysis, showcasing its versatility and significant potential to improve operational safety and reliability across various sectors. This research is particularly beneficial for systems engineers, risk managers, and decision-makers seeking to fortify complex systems against failures and their effects.
本研究旨在解决传统的故障模式与影响分析法(FMEA)在管理具有相互依存关键因素特点的复杂系统的安全性和可靠性方面存在的局限性。我们提出了一个综合框架,将 FMEA 与博弈论的战略决策原则相结合,从而加强了对复杂环境中风险的评估和缓解。最佳最差法(BWM)和毕达哥拉斯模糊不确定语言变量的新颖加入,克服了传统 FMEA 方法的固有缺陷,提高了风险评估的准确性。通过灵敏度分析,该框架在识别故障模式和确定优先级方面的功效得到了经验验证,从而为制定有针对性的干预措施提供了指导。我们在一项全面的医疗保健系统分析中展示了这一方法的实际应用,展示了它在提高各行业运行安全性和可靠性方面的多功能性和巨大潜力。这项研究对于系统工程师、风险管理者和决策者加强复杂系统以防止故障及其影响尤为有益。
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引用次数: 0
General Knowledge and Attitudes about Safety and Emergency Evacuation: The Case of a Higher Education Institution 关于安全和紧急疏散的常识和态度:一所高等教育机构的案例
IF 1.9 Q3 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2023-12-21 DOI: 10.3390/safety10010003
Carlos Carvalhais, Ricardo Dias, Carla Costa, Manuela V. Silva
The implementation of a safety culture and awareness of emergency issues in buildings has been growing in more developed societies. It is essential that all occupants know how to act in an emergency situation, particularly during an emergency evacuation. In higher education institutions (HEIs), which annually host not only their many employees, but also national and international students, it is essential to know and understand the knowledge, attitudes, and behaviors that the academic community demonstrates in this matter. This study aimed to characterize the perception of occupants regarding safety, specifically in the emergency evacuation phase, within the academic community of an HEI. In this observational cross-sectional study, data on general knowledge and attitudes regarding safety and actions during emergency situations were collected through an anonymous questionnaire targeting students, faculty, and non-teaching staff, which was sent via institutional email. Valid responses were received from 392 participants and then scored and assessed on different domains. The results obtained showed that, despite a reasonable average regarding the general level of knowledge, attitudes, and behaviors of the occupants on the subject, the community falls somewhat short in terms of training. It is noteworthy that approximately 64% of the sample has never received awareness or training related to emergency evacuation, and around 68% are unaware of the location of their institution’s meeting/gathering point. Finally, by identifying the most common gaps, namely the training dimension, some simple measures could be improved, such as the dissemination of safety instructions accessible through QR codes placed in strategic locations or even conducting small drills during class sessions, as well as learning with simulation concerning different scenarios of emergency.
在较发达的社会中,楼宇安全文化的实施和对紧急情况的认识不断提高。所有居住者都必须知道在紧急情况下,特别是在紧急疏散时如何行动。在高等教育机构(HEIs)中,每年不仅要接待众多员工,还要接待国内和国际学生,因此了解和理解学术界在此问题上表现出的知识、态度和行为至关重要。本研究旨在了解高等院校学术界人员对安全的看法,特别是在紧急疏散阶段。在这项观察性横断面研究中,通过机构电子邮件向学生、教师和非教职员工发送匿名问卷,收集了有关紧急情况下安全和行动的一般知识和态度的数据。共收到 392 份有效答卷,并根据不同领域进行了评分和评估。结果表明,尽管居住者对这一主题的总体知识水平、态度和行为的平均水平尚可,但社区在培训方面还存在一定的不足。值得注意的是,约 64% 的样本从未接受过与紧急疏散相关的宣传或培训,约 68% 的样本不知道其所在机构的集合点位置。最后,通过找出最常见的差距,即培训方面的差距,可以改进一些简单的措施,如通过放置在战略要地的二维码传播安全说明,甚至在课堂上进行小型演习,以及通过模拟学习不同的紧急情况。
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引用次数: 0
Simultaneous Enhancement of Welder Health and Aluminum Weld Joint Quality Using Controlled Welding Room Condition 利用受控焊接室条件同时提高焊工健康水平和铝焊接接头质量
IF 1.9 Q3 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2023-12-21 DOI: 10.3390/safety10010002
N. Muhayat, Rizki Dwi Ardika, Andi M. Kadir, E. P. Budiana, Triyono Triyono
Aluminum alloy is crucial for lightweight and fuel-efficient vehicles due to its strength, lightness, and corrosion resistance. However, welding aluminum vehicle parts poses challenges, particularly porosity issues caused by trapped hydrogen gas in the weld metal. This study aimed to investigate the impact of the welding room environment on the health and properties of aluminum welding joints. To achieve this, an isolated room was created, where variations in airflow velocity (1.1 m/s, 1.6 m/s, and 2.1 m/s) and temperature (19 °C, 27 °C, and 35 °C) were implemented. The fume condition of the room was assessed to determine its impact on health aspects, while bead appearance and macrostructure were evaluated to assess weld joint quality. Results revealed that higher airflow velocity and temperature reduced fume concentration in the welding room, indicating a healthier environment. However, these conditions also led to increased porosity defects and influenced the performance of the shielding gas. Additionally, higher ambient temperatures increased hydrogen solubility in the molten aluminum, exacerbating porosity issues. For optimal welder comfort and high-quality weld joints, it is recommended to maintain a low temperature and airflow velocity in the welding room, ensuring a healthier working environment while minimizing porosity defects.
铝合金具有强度高、重量轻和耐腐蚀的特点,对于轻型节油汽车至关重要。然而,铝制汽车零件的焊接也带来了挑战,尤其是焊接金属中残留的氢气造成的气孔问题。本研究旨在调查焊接室环境对铝焊接接头健康和性能的影响。为此,我们创建了一个隔离室,气流速度(1.1 米/秒、1.6 米/秒和 2.1 米/秒)和温度(19 °C、27 °C 和 35 °C)在这里发生变化。对室内烟雾条件进行评估,以确定其对健康方面的影响,同时对焊缝外观和宏观结构进行评估,以确定焊缝质量。结果显示,较高的气流速度和温度降低了焊接室中的烟尘浓度,表明环境更加健康。然而,这些条件也会导致气孔缺陷增加,并影响保护气体的性能。此外,较高的环境温度增加了铝熔液中的氢溶解度,加剧了气孔问题。为了使焊工获得最佳的舒适度和高质量的焊点,建议在焊接室内保持较低的温度和气流速度,以确保更健康的工作环境,同时最大限度地减少气孔缺陷。
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引用次数: 0
Control Transitions in Level 3 Automation: Safety Implications in Mixed-Autonomy Traffic 第三级自动化中的控制转换:混合自动驾驶交通中的安全问题
IF 1.9 Q3 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2023-12-19 DOI: 10.3390/safety10010001
Robert Alms, Peter Wagner
Level 3 automated driving systems could introduce challenges to traffic systems as they require a specific lead time in their procedures to ensure the safe return of vehicle control to the driver. These processes, called ’transitions of control’, may particularly pose complications in accelerating traffic flows when regulations mandate control transitions due to an operational speed limitation of 60 km/h as established in recent certification processes based on UNECE regulations from 2021. To investigate these concerns, we conducted a comprehensive simulation study to examine potential safety implications arising from control transitions within mixed-autonomy traffic. The simulation results indicate adverse safety impacts due to increased safety-relevant interactions between vehicles caused by transitions of control in dynamic traffic flow conditions. Our findings also reveal that those effects could become stronger once string unstable ACC controllers are deployed as well.
3 级自动驾驶系统可能会给交通系统带来挑战,因为它们的程序需要特定的准备时间,以确保安全地将车辆控制权交还给驾驶员。这些过程被称为 "控制权转换",当法规要求控制权转换时,尤其会给加速交通流带来复杂问题,因为最近的认证程序根据联合国欧洲经济委员会(UNECE)的法规,从 2021 年起将运行速度限制为 60 公里/小时。为了调查这些问题,我们进行了一项综合模拟研究,以检查混合自动驾驶交通中控制转换可能产生的安全影响。模拟结果表明,在动态交通流条件下,控制权的转换会增加车辆之间与安全相关的相互作用,从而产生不利的安全影响。我们的研究结果还显示,一旦部署了不稳定的自动控制控制器,这些影响可能会变得更加严重。
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引用次数: 0
Improving Functional Exercises Based on Experts’ Evaluation Weights for Emergency Responses 基于专家评估权重改进应急响应功能演练
IF 1.9 Q3 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2023-12-15 DOI: 10.3390/safety9040092
Hung Le Tien, Nam Pham Van, Takaaki Kato
Social and economic changes in Southeast Asia have caused significant changes to Vietnam’s national emergency management structure, including expanding the role of firefighters from firefighting to rescue activities in various situations. It is essential to develop methods for designing exercises to identify and address the gaps in competencies related to the new roles assigned to Vietnamese firefighters. This study aimed to develop a quantitative method to effectively arrange exercise injects. It applies the analytic hierarchy process to determine the weights of response actions in functional exercises and uses comparison methods to establish the relationship between the weights of the action types, players’ capability targets, and disaster types. The results indicate that the action type weights change when the disaster type changes, whereas the capability weights within each action type remain constant. In this study, we developed a method to adjust the exercise structure based on response action weights and to optimize the number of injects that represent each action type. This innovative approach holds great significance in exercise design, increasing the likelihood of achieving the exercise capability targets, not only in Vietnam, but also in other countries.
东南亚的社会和经济变化使越南的国家应急管理结构发生了重大变化,包括将消防员的职责从灭火扩大到各种情况下的救援活动。有必要开发设计演习的方法,以确定并解决与越南消防员被赋予的新角色相关的能力差距。本研究旨在开发一种定量方法,以有效安排演习注入。它应用层次分析法确定功能演习中响应行动的权重,并使用比较法建立行动类型权重、参与者能力目标和灾害类型之间的关系。结果表明,当灾难类型发生变化时,行动类型的权重也会发生变化,而每种行动类型中的能力权重则保持不变。在这项研究中,我们开发了一种基于响应行动权重调整演习结构的方法,并优化了代表每种行动类型的注入数量。这种创新方法在演习设计中具有重要意义,不仅在越南,而且在其他国家都能提高实现演习能力目标的可能性。
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引用次数: 0
The Role of Deep Learning Models in the Detection of Anti-Social Behaviours towards Women in Public Transport from Surveillance Videos: A Scoping Review 深度学习模型在从监控视频中检测公共交通中针对女性的反社会行为中的作用:范围审查
IF 1.9 Q3 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2023-12-13 DOI: 10.3390/safety9040091
M. Papini, Umair Iqbal, Johan Barthelemy, Christian Ritz
Increasing women’s active participation in economic, educational, and social spheres requires ensuring safe public transport environments. This study investigates the potential of machine learning-based models in addressing behaviours impacting the safety perception of women commuters. Specifically, we conduct a comprehensive review of the existing literature concerning the utilisation of deep learning models for identifying anti-social behaviours in public spaces. Employing a scoping review methodology, our study synthesises the current landscape, highlighting both the advantages and challenges associated with the automated detection of such behaviours. Additionally, we assess available video and audio datasets suitable for training detection algorithms in this context. The findings not only shed light on the feasibility of leveraging deep learning for recognising anti-social behaviours but also provide critical insights for researchers, developers, and transport operators. Our work aims to facilitate future studies focused on the development and implementation of deep learning models, enhancing safety for all passengers in public transportation systems.
要提高女性在经济、教育和社会领域的积极参与程度,就必须确保安全的公共交通环境。本研究探讨了基于机器学习的模型在解决影响女性乘客安全感的行为方面的潜力。具体来说,我们对现有文献中有关利用深度学习模型识别公共场所反社会行为的内容进行了全面回顾。我们的研究采用了范围综述的方法,综合了当前的研究情况,突出了与自动检测此类行为相关的优势和挑战。此外,我们还评估了适合在此背景下训练检测算法的可用视频和音频数据集。研究结果不仅阐明了利用深度学习识别反社会行为的可行性,还为研究人员、开发人员和交通运营商提供了重要见解。我们的工作旨在促进未来以开发和实施深度学习模型为重点的研究,从而提高公共交通系统中所有乘客的安全。
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引用次数: 0
Analyzing Near-Miss Incidents and Risky Riding Behavior in Thailand: A Comparative Study of Urban and Rural Areas 分析泰国的近距离事故和危险骑行行为:城乡地区比较研究
IF 1.9 Q3 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2023-12-12 DOI: 10.3390/safety9040090
Sajjakaj Jomnonkwao, Natthaporn Hantanong, Thanapong Champahom, Chamroeun Se, V. Ratanavaraha
Preventing near-miss incidents is considered a proactive measure, as it aims to prevent events that have a risk of resulting in accidents. This is regarded as a vital component of building a sustainable and secure society within communities. In the present day, low- and middle-income countries (LMICs) often experience the highest fatality rates from motorcycle accidents, which frequently involve mixed traffic scenarios with other vehicles. The distinct physical characteristics and environmental conditions of roads in urban and rural areas significantly contribute to different riding behaviors. Therefore, the objective of this study is to develop a behavioral model related to near-miss incidents among motorcycle riders in both urban and rural regions using multi-group structural equation modeling (SEM). Data collected from six Thai regions via adapted MRBQ assessed control errors, violations, and safety equipment use in a sample of 2002 riders (1066 urban, 936 rural). Through parameter invariance testing, differences in factor loadings, intercepts, and structural paths were identified between urban and rural areas. All three of these factors significantly influenced near-miss incidents among motorcycle riders in both urban and rural areas. The policy recommendations resulting from this study can contribute to enhancing safety measures for motorcycle riders.
防止险情事件被认为是一种积极主动的措施,因为它旨在防止有可能导致事故的事件发生。这被视为在社区内建设可持续和安全社会的重要组成部分。目前,低收入和中等收入国家(LMICs)的摩托车事故死亡率往往是最高的,这些事故经常涉及与其他车辆的混合交通场景。城市和农村地区道路不同的物理特征和环境条件在很大程度上导致了不同的骑行行为。因此,本研究的目的是利用多组结构方程模型(SEM)建立一个与城市和农村地区摩托车驾驶员近似事故相关的行为模型。通过改编的 MRBQ 从泰国六个地区收集数据,对 2002 名骑手(城市 1066 人,农村 936 人)的控制错误、违规行为和安全设备使用情况进行了评估。通过参数不变性测试,确定了城市和农村地区在因子载荷、截距和结构路径方面的差异。所有这三个因素都对城市和农村地区摩托车驾驶者的近失事事故产生了重大影响。本研究提出的政策建议有助于加强摩托车驾驶者的安全措施。
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引用次数: 0
Relationship between Safety Climate and Safety Behavior in Company X in Indonesia 印度尼西亚 X 公司的安全氛围与安全行为之间的关系
IF 1.9 Q3 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2023-12-12 DOI: 10.3390/safety9040089
A. Hertanto, Dadan Erwandi, Baiduri Widanarko, M. Tejamaya
Throughout 2019–2021, there was a considerable rise in total work accident cases in Indonesia, increasing from 210,789 to 234,370. According to the location of the incident, accident cases in the workplace also escalated from 139,999 to 144,929. The purpose of this study was to measure the maturity level of the safety climate at Company X in Indonesia and analyze its relationship with safety behavior. This was a quantitative study on a total of 200 respondents using a questionnaire as the data collection method. A structured questionnaire was used to capture the socio-demographic characteristics of respondents, the safety climate, and safety behavior. Respondents participated in this study by responding to the items in the questionnaire distributed. The findings of this study indicated that the maturity level of the safety climate at Company X was at the adequate level with a very strong relationship between the sub-dimensional variables and safety climate. The relationship between safety climate and safety behavior was quite strong. This study emphasized that an increase in the level of safety climate could improve safety behavior. Therefore, increasing safety climate level is effective to reduce the incidence of occupational accidents.
在整个2019-2021年期间,印度尼西亚的工伤事故案例总数大幅上升,从210,789起增加到234,370起。本研究旨在衡量印度尼西亚 X 公司安全氛围的成熟度,并分析其与安全行为之间的关系。本研究采用问卷调查作为数据收集方法,共对 200 名受访者进行了定量研究。采用结构化问卷调查受访者的社会人口特征、安全氛围和安全行为。受访者通过回答分发的调查问卷中的项目参与了本研究。研究结果表明,X 公司的安全氛围成熟度处于适当水平,各子维度变量与安全氛围之间的关系非常密切。安全氛围与安全行为之间的关系相当密切。本研究强调,提高安全氛围水平可以改善安全行为。因此,提高安全氛围水平可有效降低职业事故的发生率。
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引用次数: 0
Going beyond Chat: Designing Connotative Meaningful Line Stickers to Promote Road Safety in Thailand through Participatory Design 超越聊天:通过参与式设计设计具有内涵意义的线条贴纸,促进泰国的道路安全
IF 1.9 Q3 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2023-12-07 DOI: 10.3390/safety9040087
Thawatphong Phithak, Pawanrat Surasangprasert, Sorachai Kamollimsakul
Road accidents are a leading cause of death in Thailand, with increasing fatalities. Despite road safety campaigns during holidays, consistent communication is lacking in daily life. This research aimed to create Line application stickers, a top chat platform for Thailand, using the participatory design (PD) approach. PD was implemented in two steps. Firstly, 100 participants outlined character types, moods, tones, and communication objectives. They recommended lively animal characters with diverse texts, such as greetings, work, travel, and emotions. Then, through a focus group, the tortoise was identified to represent cautious drivers who follow traffic rules, the rabbit to represent fast and risky drivers, and the zebra to represent vigilant and disciplined traffic police officers as characters for Line stickers. Subsequently, using the semiotics approach, 40 Line stickers were designed, and embedded with denotative and connotative road safety messages. Secondly, feedback from the focus group, integral to the PD process, led to refinements. After launching, a survey of 50 users showed “Benefits Received”, “Text and Messages”, and “Meaning” dimensions received “Very Satisfied/Strongly Agree” ratings. The “Character” dimension received a “Satisfied” rating. The results for “Benefits Received” can also be analyzed in the context of the Knowledge, Attitude, and Practice (KAP) theory, which revealed that K and A were at the highest level, while P was at a high level. This suggests that the Line stickers designed in this study effectively conveyed road safety messages to the receivers. This research constitutes the pioneering exploration within the realm of Line stickers concerning road safety, signifying the originality and unique contribution of our research to the existing body of knowledge in this domain. The PD process in this research can serve as a guideline for creating safety-promoting media in diverse fields.
道路交通事故是泰国的主要死亡原因,死亡人数不断增加。尽管在假期进行道路安全宣传,但在日常生活中缺乏持续的沟通。本研究旨在使用参与式设计(PD)方法创建泰国顶级聊天平台Line应用程序贴纸。PD分两步实现。首先,100名参与者概述了角色类型、情绪、语调和交流目标。他们推荐用生动活泼的动物形象,文字丰富多样,如问候、工作、旅行、情感等。然后,通过焦点小组,确定乌龟代表遵守交通规则的谨慎司机,兔子代表快速和冒险的司机,斑马代表警惕和纪律严明的交通警察,作为Line贴纸的人物。随后,利用符号学方法,设计了40个Line贴纸,并嵌入了外延和内蕴的道路安全信息。其次,来自焦点小组的反馈是PD过程中不可或缺的一部分,从而导致了改进。发布后,一项针对50名用户的调查显示,“收到的好处”、“短信”和“意义”三个维度获得了“非常满意/非常同意”的评级。“性格”维度获得了“满意”评级。“获得的利益”的结果也可以在知识、态度和实践(KAP)理论的背景下进行分析,该理论表明,K和A处于最高水平,而P处于较高水平。这表明本研究设计的Line贴纸有效地向接受者传达了道路安全信息。这项研究构成了道路安全领域的开创性探索,标志着我们的研究对该领域现有知识体系的独创性和独特贡献。本研究的PD过程可以为各个领域的安全宣传媒体的创建提供指导。
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引用次数: 0
Linking Deployment Outcomes to Program Impacts for Mobile Photo Enforcement 将移动图片执法的部署成果与计划影响联系起来
IF 1.9 Q3 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2023-12-07 DOI: 10.3390/safety9040088
Samaa Agina, Faeze Momeni Rad, Karim El-Basyouny
Previous research has delved into the effectiveness of Mobile Photo Enforcement (MPE) in curbing speed violations and enhancing road safety. This present study extends this investigation to explore the potential influence of MPE deployment efforts on subsequent collision occurrences. Specifically, the research team applied survival analysis techniques to examine the connection between MPE deployment variables and the duration between collisions. K-M survival estimates were employed to assess the survivability of classified groups, categorized based on deployment hours, visits, the ratio of hours to visits, and traffic count. The findings illuminated that the ratio of hours to visits emerged as the most impactful variable in prolonging the time interval between collisions and diminishing the likelihood of collisions. Notably, the anticipated reduction in collision hazards, signifying the occurrence of collisions, exhibited variations ranging from 22% to 52%. The most substantial decreases were observed when deployment occurred in high-traffic locations. These outcomes reinforce the positive impact of deployed MPE hours and visits in extending the duration between consecutive collisions, thus reducing the risk of collision occurrences.
之前的研究已经深入研究了手机拍照执法(MPE)在遏制超速违规和提高道路安全方面的有效性。本研究扩展了这一调查,以探索MPE部署工作对随后碰撞事件的潜在影响。具体而言,研究小组应用生存分析技术来检查MPE部署变量与碰撞之间的持续时间之间的联系。采用K-M生存估计来评估分类组的生存能力,分类基于部署时间、访问次数、访问时间比和流量计数。研究结果表明,在延长碰撞之间的时间间隔和减少碰撞的可能性方面,访问时间的比率是最具影响力的变量。值得注意的是,碰撞危险的预期减少,标志着碰撞的发生,表现出22%到52%的变化。当部署在交通繁忙的地点时,减少幅度最大。这些结果加强了部署的MPE小时数和访问在延长连续碰撞之间的持续时间方面的积极影响,从而减少了碰撞发生的风险。
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引用次数: 0
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