首页 > 最新文献

2021 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM)最新文献

英文 中文
A Model to Assess the Impacts of ISO Management Systems Standards 评估ISO管理体系标准影响的模型
M. Cabecinhas, P. Sampaio, M. Casadesús
The most widely diffused ISO standards are ISO 9001 and ISO 14001. The main objectives of those are to demonstrate the capability to satisfy the requirements of the customers and to demonstrate the continuous search to reduce the impacts on the environment, respectively. However, these certifications will not necessarily be reflected in the performance of the company. Through the analysis of the literature, mixed results are observed, showing that not all certified companies could achieve benefits and improve the performance of the organization due to the ISO standards certification. Based on a literature review and a questionnaire survey, this paper defines a model where the main critical success factors which will influence the internalization level of the ISO 9001 and ISO 14001 are presented, and consequently their impacts on the organizations. This model could help researchers and practitioners in the process of evaluating the ISO standards impacts and the possible reasons for different outcomes.
最广泛传播的ISO标准是ISO 9001和ISO 14001。它们的主要目标分别是证明满足顾客需求的能力和证明不断寻求减少对环境的影响。然而,这些认证不一定会反映在公司的业绩上。通过对文献的分析,观察到好坏参半的结果,表明并不是所有获得认证的公司都能通过ISO标准认证获得效益和提高组织绩效。基于文献综述和问卷调查,本文定义了一个模型,其中提出了影响ISO 9001和ISO 14001内部化水平的主要关键成功因素,以及它们对组织的影响。该模型可以帮助研究人员和从业者在评估ISO标准的影响和不同结果的可能原因的过程中。
{"title":"A Model to Assess the Impacts of ISO Management Systems Standards","authors":"M. Cabecinhas, P. Sampaio, M. Casadesús","doi":"10.1109/IEEM50564.2021.9672900","DOIUrl":"https://doi.org/10.1109/IEEM50564.2021.9672900","url":null,"abstract":"The most widely diffused ISO standards are ISO 9001 and ISO 14001. The main objectives of those are to demonstrate the capability to satisfy the requirements of the customers and to demonstrate the continuous search to reduce the impacts on the environment, respectively. However, these certifications will not necessarily be reflected in the performance of the company. Through the analysis of the literature, mixed results are observed, showing that not all certified companies could achieve benefits and improve the performance of the organization due to the ISO standards certification. Based on a literature review and a questionnaire survey, this paper defines a model where the main critical success factors which will influence the internalization level of the ISO 9001 and ISO 14001 are presented, and consequently their impacts on the organizations. This model could help researchers and practitioners in the process of evaluating the ISO standards impacts and the possible reasons for different outcomes.","PeriodicalId":6818,"journal":{"name":"2021 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM)","volume":"25 1","pages":"1208-1215"},"PeriodicalIF":0.0,"publicationDate":"2021-12-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80165690","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Measuring Smart Cities: Identification of Smart Society Indicators in Indonesia 衡量智慧城市:印尼智慧社会指标的确定
D. D. Pangestuti, T. D. Susanto, L. Trisunarno
In building Smart City in urban and village supported by information and communication technology and also government or commonly called e-Government. In recent years, there has been a drastic increase in the complexity of the internet, digitization and Artificial intelligence [24]. In the utilization of ICT technology in the region in Indonesia, there are many benefits of technology have positive impacts on Indonesian society. In one dimension Smart City is smart society that depends on human resources owned. In measuring the success of smart society in the smart city, variables and supporting indicators are required. This research aims to identify the variables and indicators of the smart society in the smart city, especially the intelligent technology that becomes the Smart City enabler dimension. Qualitative methods through literature studies, interviews or focus group discussion (FGD). Researchers found of these informants and papers are 4 variables are prioritized in smart society position in smart city concept. The four variables found were community, learning, security, and creativity.
在信息和通信技术的支持下,在城市和乡村建设智慧城市,也就是政府或通常所说的电子政务。近年来,互联网、数字化和人工智能的复杂性急剧增加[24]。在ICT技术在印尼地区的应用中,有许多技术的好处对印尼社会产生了积极的影响。在一个维度上,智慧城市是依赖于人力资源所拥有的智慧社会。衡量智慧城市中智慧社会的成功与否,需要变量和支撑指标。本研究旨在识别智慧城市中智慧社会的变量和指标,特别是成为智慧城市使能者维度的智能技术。定性方法通过文献研究,访谈或焦点小组讨论(FGD)。研究人员从这些信息提供者和论文中发现,在智慧城市概念中,有4个变量在智慧社会中处于优先地位。发现的四个变量是社区、学习、安全和创造力。
{"title":"Measuring Smart Cities: Identification of Smart Society Indicators in Indonesia","authors":"D. D. Pangestuti, T. D. Susanto, L. Trisunarno","doi":"10.1109/IEEM50564.2021.9672779","DOIUrl":"https://doi.org/10.1109/IEEM50564.2021.9672779","url":null,"abstract":"In building Smart City in urban and village supported by information and communication technology and also government or commonly called e-Government. In recent years, there has been a drastic increase in the complexity of the internet, digitization and Artificial intelligence [24]. In the utilization of ICT technology in the region in Indonesia, there are many benefits of technology have positive impacts on Indonesian society. In one dimension Smart City is smart society that depends on human resources owned. In measuring the success of smart society in the smart city, variables and supporting indicators are required. This research aims to identify the variables and indicators of the smart society in the smart city, especially the intelligent technology that becomes the Smart City enabler dimension. Qualitative methods through literature studies, interviews or focus group discussion (FGD). Researchers found of these informants and papers are 4 variables are prioritized in smart society position in smart city concept. The four variables found were community, learning, security, and creativity.","PeriodicalId":6818,"journal":{"name":"2021 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM)","volume":"60 1","pages":"1245-1249"},"PeriodicalIF":0.0,"publicationDate":"2021-12-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"91040198","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Influencing Factors on the Adoption of Face Recognition Technology on Campus Based on SEM 基于SEM的校园人脸识别技术应用的影响因素
D. Lin, C. Yuan, Zhijian Chen
Nowadays, the facial recognition technology (FRT) is gradually being applied in our life. In order to better serve the campus life, this paper tries to understand and study the influencing factors on the adoption of FRT on campus. A structural equation model (SEM) approach is designed to quantify multiple influencing variables and figure out the relationships among each other. The data collection is obtained through questionnaires, and the representativeness of data is analyzed using SPSS software. After that, the data were modeled using the Amos toolkit. The results reveal that the core factors about the adoption of FRT on campus are privacy and promotion.
如今,人脸识别技术(FRT)正逐渐应用于我们的生活中。为了更好地服务于校园生活,本文试图了解和研究FRT在校园采用的影响因素。设计了一种结构方程模型(SEM)方法,对多个影响变量进行量化,并找出相互之间的关系。通过问卷调查的方式收集数据,并使用SPSS软件分析数据的代表性。之后,使用Amos工具包对数据进行建模。结果表明,影响校园FRT采用的核心因素是隐私和推广。
{"title":"Influencing Factors on the Adoption of Face Recognition Technology on Campus Based on SEM","authors":"D. Lin, C. Yuan, Zhijian Chen","doi":"10.1109/IEEM50564.2021.9673015","DOIUrl":"https://doi.org/10.1109/IEEM50564.2021.9673015","url":null,"abstract":"Nowadays, the facial recognition technology (FRT) is gradually being applied in our life. In order to better serve the campus life, this paper tries to understand and study the influencing factors on the adoption of FRT on campus. A structural equation model (SEM) approach is designed to quantify multiple influencing variables and figure out the relationships among each other. The data collection is obtained through questionnaires, and the representativeness of data is analyzed using SPSS software. After that, the data were modeled using the Amos toolkit. The results reveal that the core factors about the adoption of FRT on campus are privacy and promotion.","PeriodicalId":6818,"journal":{"name":"2021 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM)","volume":"9 1","pages":"367-371"},"PeriodicalIF":0.0,"publicationDate":"2021-12-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84483852","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Exploratory Data Analysis of the N-CMAPSS Dataset for Prognostics N-CMAPSS预测数据集的探索性数据分析
Supratik Chatterjee, A. Keprate
In the recent years, industries such as aeronautical, railway, and petroleum has transitioned from corrective/preventive maintenance to condition based maintenance (CBM). One of the enablers of CBM is Prognostics which primarily deals with prediction of remaining useful life of an engineering asset. Besides physics-based approaches, data driven methods are widely used for prognostics purposes, however the latter technique requires availability of run to failure datasets. In this manuscript authors have aimed at performing exploratory data analysis (EDA) on the New Commercial Modular Aero-Propulsion System Simulation (N-CMAPSS) dataset published by NASA. Although 8 datasets are publicly available, authors have chosen dataset 3 (DS03) for EDA in this paper which consists of 9.8 million instances and 47 features. The main aim of doing EDA is to gain better understanding of the dataset as it would facilitate in building a deep learning model that can be used for predicting RUL of the aircraft engines.
近年来,航空、铁路和石油等行业已经从纠正/预防性维修过渡到基于状态的维修(CBM)。CBM的推动者之一是Prognostics,它主要处理工程资产剩余使用寿命的预测。除了基于物理的方法,数据驱动的方法也被广泛用于预测目的,然而后一种技术需要运行到故障数据集的可用性。在本文中,作者旨在对NASA发布的新商业模块化航空推进系统仿真(N-CMAPSS)数据集进行探索性数据分析(EDA)。虽然有8个公开可用的数据集,但作者在本文中选择了数据集3 (DS03)用于EDA,该数据集包含980万个实例和47个特征。进行EDA的主要目的是更好地理解数据集,因为它将有助于构建可用于预测飞机发动机RUL的深度学习模型。
{"title":"Exploratory Data Analysis of the N-CMAPSS Dataset for Prognostics","authors":"Supratik Chatterjee, A. Keprate","doi":"10.1109/IEEM50564.2021.9673064","DOIUrl":"https://doi.org/10.1109/IEEM50564.2021.9673064","url":null,"abstract":"In the recent years, industries such as aeronautical, railway, and petroleum has transitioned from corrective/preventive maintenance to condition based maintenance (CBM). One of the enablers of CBM is Prognostics which primarily deals with prediction of remaining useful life of an engineering asset. Besides physics-based approaches, data driven methods are widely used for prognostics purposes, however the latter technique requires availability of run to failure datasets. In this manuscript authors have aimed at performing exploratory data analysis (EDA) on the New Commercial Modular Aero-Propulsion System Simulation (N-CMAPSS) dataset published by NASA. Although 8 datasets are publicly available, authors have chosen dataset 3 (DS03) for EDA in this paper which consists of 9.8 million instances and 47 features. The main aim of doing EDA is to gain better understanding of the dataset as it would facilitate in building a deep learning model that can be used for predicting RUL of the aircraft engines.","PeriodicalId":6818,"journal":{"name":"2021 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM)","volume":"854 1","pages":"1114-1121"},"PeriodicalIF":0.0,"publicationDate":"2021-12-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83512382","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Development of a Model to Evaluate the Potential of 5G Technology for Latency-critical Applications in Production 开发模型以评估5G技术在生产中延迟关键应用的潜力
Raphael Kiesel, F. Boehm, J. Pennekamp, R. Schmitt
Latency-critical applications in production promise to be essential enablers for performance improvement in production. However, they require the right and often wireless communication system. 5G technology appears to be an effective way to achieve communication system for these applications. Its estimated economic benefit on production gross domestic product is immense ($740 billion Euro until 2030). However, 55% of production companies state that 5G technology deployment is currently not a subject matter for them and mainly state the lack of knowledge on benefits as a reason. Currently, it is missing an approach or model for a use case specific, data-based evaluation of 5G technology influence on the performance of production applications. Therefore, this paper presents a model to evaluate the potential of 5G technology for latency-critical applications in production. First, we derive requirements for the model to fulfill the decision-makers' needs. Second, we analyze existing evaluation approaches regarding their fulfillment of the derived requirements. Third, based on outlined research gaps, we develop a model fulfilling the requirements. Fourth, we give an outlook for further research needs.
生产环境中的延迟关键型应用程序有望成为提高生产环境性能的重要推动者。然而,它们需要合适的无线通信系统。5G技术似乎是实现这些应用的通信系统的有效途径。据估计,它对国内生产总值的经济效益是巨大的(到2030年将达到7400亿欧元)。然而,55%的生产企业表示,5G技术部署目前不是他们的主题,主要原因是缺乏对利益的了解。目前,它缺少一种方法或模型,用于特定于用例的、基于数据的5G技术对生产应用程序性能影响的评估。因此,本文提出了一个模型来评估5G技术在生产中延迟关键应用的潜力。首先,我们推导出模型的需求,以满足决策者的需求。其次,我们分析了现有的评估方法对衍生需求的实现情况。第三,基于概述的研究差距,我们开发了一个满足需求的模型。第四,展望了进一步研究的需要。
{"title":"Development of a Model to Evaluate the Potential of 5G Technology for Latency-critical Applications in Production","authors":"Raphael Kiesel, F. Boehm, J. Pennekamp, R. Schmitt","doi":"10.1109/IEEM50564.2021.9673074","DOIUrl":"https://doi.org/10.1109/IEEM50564.2021.9673074","url":null,"abstract":"Latency-critical applications in production promise to be essential enablers for performance improvement in production. However, they require the right and often wireless communication system. 5G technology appears to be an effective way to achieve communication system for these applications. Its estimated economic benefit on production gross domestic product is immense ($740 billion Euro until 2030). However, 55% of production companies state that 5G technology deployment is currently not a subject matter for them and mainly state the lack of knowledge on benefits as a reason. Currently, it is missing an approach or model for a use case specific, data-based evaluation of 5G technology influence on the performance of production applications. Therefore, this paper presents a model to evaluate the potential of 5G technology for latency-critical applications in production. First, we derive requirements for the model to fulfill the decision-makers' needs. Second, we analyze existing evaluation approaches regarding their fulfillment of the derived requirements. Third, based on outlined research gaps, we develop a model fulfilling the requirements. Fourth, we give an outlook for further research needs.","PeriodicalId":6818,"journal":{"name":"2021 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM)","volume":"9 1","pages":"739-744"},"PeriodicalIF":0.0,"publicationDate":"2021-12-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90417967","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Application of Simulation Technique in Improvement of Intra-hospital Patient Transfer: A Provincial Hospital Center in Northern Thailand 模拟技术在改善院内病人转移中的应用:泰国北部一家省级医院中心
T. Phongthiya, C. Kasemset, S. Poomsuk, W. Lertcharoenpaisan
Intra-hospital patient transfer is one important aspect of patient care since a delay in transfer can severely affect the patient's treatment. The case study hospital was facing a problem of intra-hospital patient transfer during peak hours (8:00 a.m. to 4:00 p.m.) due to the high number of patients and limited number of staff to provide service. The objective of this study was to propose the strategies to improve the intra-hospital patient transfer process in the case study hospital and to apply the simulation technique using the Arena simulation software to evaluate the proposed strategies. This study evidenced that the suggested strategies could help to reduce intra-hospital patient transfer times and increase the number of patient transfer cases of one staff from 15 to 17 cases (11.8%) at transfer center A and from 16 to 17 cases (5.9%) at transfer center B. This study provides contributions to the existing academic literature as it showed how the healthcare system in Thailand was managed as well as how the Arena simulation software is utilized to evaluate the effectiveness of healthcare management strategies.
院内患者转移是患者护理的一个重要方面,因为延迟转移会严重影响患者的治疗。该案例研究医院在高峰时间(上午8点至下午4点)由于患者人数众多,而提供服务的工作人员数量有限,因此面临院内患者转移的问题。本研究的目的是提出改善案例研究医院院内患者转移过程的策略,并使用Arena模拟软件应用模拟技术来评估所提出的策略。这项研究证明,提出的策略可以帮助减少intra-hospital病人传输时间和增加病人转移情况下的一个工作人员从15到17例(11.8%)在传输中心,从16到17例(5.9%)在传输中心b .本研究现有的学术文献提供的贡献,因为它展示了在泰国的医疗系统管理以及如何利用领域仿真软件评估的有效性医疗保健管理策略。
{"title":"Application of Simulation Technique in Improvement of Intra-hospital Patient Transfer: A Provincial Hospital Center in Northern Thailand","authors":"T. Phongthiya, C. Kasemset, S. Poomsuk, W. Lertcharoenpaisan","doi":"10.1109/IEEM50564.2021.9672893","DOIUrl":"https://doi.org/10.1109/IEEM50564.2021.9672893","url":null,"abstract":"Intra-hospital patient transfer is one important aspect of patient care since a delay in transfer can severely affect the patient's treatment. The case study hospital was facing a problem of intra-hospital patient transfer during peak hours (8:00 a.m. to 4:00 p.m.) due to the high number of patients and limited number of staff to provide service. The objective of this study was to propose the strategies to improve the intra-hospital patient transfer process in the case study hospital and to apply the simulation technique using the Arena simulation software to evaluate the proposed strategies. This study evidenced that the suggested strategies could help to reduce intra-hospital patient transfer times and increase the number of patient transfer cases of one staff from 15 to 17 cases (11.8%) at transfer center A and from 16 to 17 cases (5.9%) at transfer center B. This study provides contributions to the existing academic literature as it showed how the healthcare system in Thailand was managed as well as how the Arena simulation software is utilized to evaluate the effectiveness of healthcare management strategies.","PeriodicalId":6818,"journal":{"name":"2021 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM)","volume":"77 10 1","pages":"314-318"},"PeriodicalIF":0.0,"publicationDate":"2021-12-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90744354","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Onomatopoeia Search System Focused on Attributes Based on Sensibility and Various Sounds 基于感性和多音属性的拟声词检索系统
R. Yamada, T. Ito, S. Ishizu
In recent years, several onomatopoeias have been used in food advertisements as words to express texture. When consumers observe onomatopoeias in advertisements, they link them to food sales by associating them with the willingness to purchase a particular product. It is important to select onomatopoeias that appropriately express the product image. If the most suitable onomatopoeias that represent the advertised product or review text can be searched, it will be easier for consumers to understand the product better, and the advertisement, as a result, will be successful. The purpose of this study was to identify the attributes that characterize onomatopoeias from user reviews and to analyze the relationship between the sounds of onomatopoeias and each of their attributes to construct a system that can search for onomatopoeias by matching attribute images. In the proposed system, onomatopoeia words were extracted by arranging the onomatopoeias on a plane using principal component analysis and then clicking on this plane using a mouse. In addition, we confirmed whether the extracted onomatopoeias matched the images of the attributes through verification experiments.
近年来,一些拟声词在食品广告中被用作表达质感的词语。当消费者在广告中看到象声词时,他们通过将它们与购买特定产品的意愿联系起来,将它们与食品销售联系起来。选择恰当表达产品形象的拟声词是很重要的。如果能够搜索到代表广告产品或评论文字的最合适的拟声词,消费者就更容易更好地了解产品,广告也就成功了。本研究的目的是从用户评论中识别表征拟声词的属性,并分析拟声词的声音与其各属性之间的关系,从而构建一个通过匹配属性图像来搜索拟声词的系统。在拟声词提取系统中,利用主成分分析方法将拟声词排列在一个平面上,然后用鼠标点击该平面进行拟声词提取。此外,我们通过验证实验确认提取的拟声词是否与属性图像匹配。
{"title":"Onomatopoeia Search System Focused on Attributes Based on Sensibility and Various Sounds","authors":"R. Yamada, T. Ito, S. Ishizu","doi":"10.1109/IEEM50564.2021.9673027","DOIUrl":"https://doi.org/10.1109/IEEM50564.2021.9673027","url":null,"abstract":"In recent years, several onomatopoeias have been used in food advertisements as words to express texture. When consumers observe onomatopoeias in advertisements, they link them to food sales by associating them with the willingness to purchase a particular product. It is important to select onomatopoeias that appropriately express the product image. If the most suitable onomatopoeias that represent the advertised product or review text can be searched, it will be easier for consumers to understand the product better, and the advertisement, as a result, will be successful. The purpose of this study was to identify the attributes that characterize onomatopoeias from user reviews and to analyze the relationship between the sounds of onomatopoeias and each of their attributes to construct a system that can search for onomatopoeias by matching attribute images. In the proposed system, onomatopoeia words were extracted by arranging the onomatopoeias on a plane using principal component analysis and then clicking on this plane using a mouse. In addition, we confirmed whether the extracted onomatopoeias matched the images of the attributes through verification experiments.","PeriodicalId":6818,"journal":{"name":"2021 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM)","volume":"2 1","pages":"58-62"},"PeriodicalIF":0.0,"publicationDate":"2021-12-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87481025","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Situational Awareness and Flight Approach Phase Event Recognition Based on Psychophysiological Measurements 基于心理生理测量的态势感知与飞行进近阶段事件识别
Qinbiao Li, Cho Yin Yiu, S. C. Yu, K. Ng
Situational awareness (SA) is a key parameter for air traffic control officers (ATCOs) when performing complex tasks in ATC. Identifying the potential lack of SA can avoid serious human errors and assist users to make proper decisions in ATC tasks. This paper aims to evaluate the SA of ATCOs by discriminating various SA levels via commonly used dry-sensor electroencephalography (EEG). This research also provides fundamentals and guidance for further research on SA. In this experiment, 10 participants are recruited to imitate ATCOs and perform three tasks accordingly. The results demonstrated a significant increase in the alpha wave while having a low beta wave with a high Beta power spectrum in channels FC6, F7, and T8 when comparing the projection scenario with the perception scenario. This research further reveals the relationship between various SA statuses and the corresponding physiological feedback, with reasonable measures in non-ideal situations.
在空中交通管制中,态势感知是空管人员执行复杂任务的关键参数。识别潜在的SA缺乏可以避免严重的人为错误,并帮助用户在ATC任务中做出正确的决策。本文旨在通过常用的干传感器脑电图(EEG)区分不同的SA水平来评估ATCOs的SA。本研究也为SA的进一步研究提供了基础和指导。在本实验中,招募了10名参与者来模仿atco,并相应地执行三个任务。结果表明,与感知情景相比,在FC6、F7和T8通道α波明显增加,而β波较低,β波功率谱较高。本研究进一步揭示了各种SA状态与相应的生理反馈之间的关系,并在非理想情况下采取合理措施。
{"title":"Situational Awareness and Flight Approach Phase Event Recognition Based on Psychophysiological Measurements","authors":"Qinbiao Li, Cho Yin Yiu, S. C. Yu, K. Ng","doi":"10.1109/IEEM50564.2021.9673081","DOIUrl":"https://doi.org/10.1109/IEEM50564.2021.9673081","url":null,"abstract":"Situational awareness (SA) is a key parameter for air traffic control officers (ATCOs) when performing complex tasks in ATC. Identifying the potential lack of SA can avoid serious human errors and assist users to make proper decisions in ATC tasks. This paper aims to evaluate the SA of ATCOs by discriminating various SA levels via commonly used dry-sensor electroencephalography (EEG). This research also provides fundamentals and guidance for further research on SA. In this experiment, 10 participants are recruited to imitate ATCOs and perform three tasks accordingly. The results demonstrated a significant increase in the alpha wave while having a low beta wave with a high Beta power spectrum in channels FC6, F7, and T8 when comparing the projection scenario with the perception scenario. This research further reveals the relationship between various SA statuses and the corresponding physiological feedback, with reasonable measures in non-ideal situations.","PeriodicalId":6818,"journal":{"name":"2021 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM)","volume":"55 1","pages":"1308-1312"},"PeriodicalIF":0.0,"publicationDate":"2021-12-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72811791","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Optimization of AGV Dispatching Based on Petri Net Towards Smart Manufacturing System 面向智能制造系统的Petri网AGV调度优化
Shangjia Xiang, Y. Lv
As the key technique of smart manufacturing, Automated Guided Vehicles(AGV) are widely adopted in automatic material handling systems. How to dispatch AGVs for material distribution so as to support better production has always been a problem for smart factories as there might be different complex constraints in a real practical manufacturing environment. Petri Nets as a powerful system modeling tool is capable to demonstrate the discrete states/events in real systems. Therefore, a Petri net model is established in this paper to describe the workshop production process with AGVs for material delivery, and Platform Independent Petri Net Editor(PIPE) is used to analyze the resource changes via simulation analysis. The invariant analysis is adopted to represent structure characteristics, combined with the simulation result from PIPE, resource utilization can be obtained and a reconfiguration of AGVs will also be suggested. Finally, based on improved AGV configuration the dispatching scheduling is provided.
自动导引车(AGV)作为智能制造的关键技术,被广泛应用于自动化物料搬运系统中。如何调度agv进行物料配送,以支持更好的生产,一直是智能工厂面临的一个问题,因为在真实的实际制造环境中可能存在不同的复杂约束。Petri网作为一种功能强大的系统建模工具,能够演示实际系统中的离散状态/事件。因此,本文建立了一个Petri网模型来描述agv进行物料输送的车间生产过程,并使用平台独立Petri网编辑器(PIPE)通过仿真分析对资源变化进行分析。采用不变量分析来表示结构特征,结合PIPE的仿真结果,得出资源利用率,并提出agv的重构方案。最后,给出了基于改进AGV配置的调度调度方法。
{"title":"Optimization of AGV Dispatching Based on Petri Net Towards Smart Manufacturing System","authors":"Shangjia Xiang, Y. Lv","doi":"10.1109/IEEM50564.2021.9673011","DOIUrl":"https://doi.org/10.1109/IEEM50564.2021.9673011","url":null,"abstract":"As the key technique of smart manufacturing, Automated Guided Vehicles(AGV) are widely adopted in automatic material handling systems. How to dispatch AGVs for material distribution so as to support better production has always been a problem for smart factories as there might be different complex constraints in a real practical manufacturing environment. Petri Nets as a powerful system modeling tool is capable to demonstrate the discrete states/events in real systems. Therefore, a Petri net model is established in this paper to describe the workshop production process with AGVs for material delivery, and Platform Independent Petri Net Editor(PIPE) is used to analyze the resource changes via simulation analysis. The invariant analysis is adopted to represent structure characteristics, combined with the simulation result from PIPE, resource utilization can be obtained and a reconfiguration of AGVs will also be suggested. Finally, based on improved AGV configuration the dispatching scheduling is provided.","PeriodicalId":6818,"journal":{"name":"2021 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM)","volume":"41 1","pages":"16-20"},"PeriodicalIF":0.0,"publicationDate":"2021-12-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76665762","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Improving Competitiveness Through the Application of Cost Estimation Models in the South African Automotive Industry 通过成本估算模型在南非汽车工业中的应用来提高竞争力
P. Naicker, O. Olanrewaju
Optimal sourcing decisions have become a critical factor to maintaining and improving the competitiveness of organizations operating in a globally competitive environment. This research utilized a case study approach to determine the impact of cost estimation models on the competitiveness of organizations in the South African automotive industry. A parametric cost estimation model was adopted and applied to the sourcing processes at an automotive manufacturer situated in Durban, Kwa-Zulu Natal to support the introduction of the next generation passenger vehicle. Additionally, the sourcing process was redesigned to incorporate the parametric cost estimation model. The model was generated on Microsoft Excel, making it cost effective and user friendly. It was shown that the application of the cost estimation yielded favorable results and significantly improved the competitiveness of the organisation studied.
最佳采购决策已成为维持和提高在全球竞争环境中运作的组织的竞争力的关键因素。本研究利用案例研究方法来确定成本估算模型对南非汽车行业组织竞争力的影响。采用参数成本估算模型并将其应用于位于夸祖鲁纳塔尔省德班的一家汽车制造商的采购过程,以支持下一代乘用车的引入。此外,对采购过程进行了重新设计,以纳入参数成本估算模型。该模型是在Microsoft Excel上生成的,使其具有成本效益和用户友好性。结果表明,成本估算的应用产生了良好的效果,并显著提高了所研究组织的竞争力。
{"title":"Improving Competitiveness Through the Application of Cost Estimation Models in the South African Automotive Industry","authors":"P. Naicker, O. Olanrewaju","doi":"10.1109/IEEM50564.2021.9672796","DOIUrl":"https://doi.org/10.1109/IEEM50564.2021.9672796","url":null,"abstract":"Optimal sourcing decisions have become a critical factor to maintaining and improving the competitiveness of organizations operating in a globally competitive environment. This research utilized a case study approach to determine the impact of cost estimation models on the competitiveness of organizations in the South African automotive industry. A parametric cost estimation model was adopted and applied to the sourcing processes at an automotive manufacturer situated in Durban, Kwa-Zulu Natal to support the introduction of the next generation passenger vehicle. Additionally, the sourcing process was redesigned to incorporate the parametric cost estimation model. The model was generated on Microsoft Excel, making it cost effective and user friendly. It was shown that the application of the cost estimation yielded favorable results and significantly improved the competitiveness of the organisation studied.","PeriodicalId":6818,"journal":{"name":"2021 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM)","volume":"1 1","pages":"1561-1565"},"PeriodicalIF":0.0,"publicationDate":"2021-12-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88146965","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
2021 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM)
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1