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2020 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM)最新文献

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Cyber-Physical Operator Assistance Systems in Industry: Cross-Hierarchical Perspectives on Augmenting Human Abilities 工业中的信息物理操作员辅助系统:增强人类能力的跨层次观点
Mirco Moencks, E. Roth, T. Bohné
In production systems, manual tasks need to be considered more than the sum of repetitive sub-tasks which can simply be taken over by autonomous systems. Despite technological advances in automation, the presence of human operators remains essential on future shop floors. Consequently, it is of interest for manufacturing organizations how cyber-physical operator assistance systems (C.O.A.S.) can augment skills of operators on the shop floor. However, there is a limited understanding of how relevant stakeholders in manufacturing organizations assess the suitability of COAS. This is crucial in so far as the adoption of COAS significantly depends on the approval of stakeholders throughout the respective manufacturing organization. This paper explores how stakeholders in manufacturing organizations assess the role of COAS on future shop floors. This is realized by conducting an exploratory, multi-method, qualitative study encompassing interviews of executives, instructors, and operators. Additionally, the study incorporates ethnographic observations in industrial education. A result of the study is that informants expect COAS to be promising for manufacturing organizations if systems augment cognitive abilities of operators, rather than their physical abilities.
在生产系统中,需要更多地考虑手动任务,而不是重复性子任务的总和,这些子任务可以简单地由自治系统接管。尽管自动化技术取得了进步,但在未来的车间里,人工操作员的存在仍然至关重要。因此,制造组织对网络物理操作员辅助系统(C.O.A.S.)如何增强车间操作员的技能感兴趣。然而,对于制造组织中的相关利益相关者如何评估COAS的适用性,人们的理解是有限的。这是至关重要的,因为COAS的采用在很大程度上取决于整个制造组织的利益相关者的批准。本文探讨了制造组织中的利益相关者如何评估COAS在未来车间中的作用。这是通过一项探索性的、多方法的、定性的研究来实现的,该研究包括对高管、讲师和操作员的访谈。此外,该研究将民族志观察纳入工业教育。该研究的结果是,如果系统增强了操作员的认知能力,而不是他们的身体能力,那么被调查者期望COAS对制造组织有希望。
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引用次数: 2
Comparing Design Preference of Guide Road Signs by Native Arabic Speakers and International Speakers in the State of Qatar 卡塔尔阿拉伯语母语者与国际语母语者对路标设计偏好的比较
Asma Mahgoub, Pilsung Choe
Guide road signs are used to help drivers. These signs should be designed properly and provided effectively to maximize the transmitted information in a short time in driving. The design of guide road signs should be made carefully when multi-languages are used, which is the case of Qatar. To compare the preference of a guide road sign design between different language speakers, an online survey was conducted. Participants rated a design using a 7-Likert scale. They preferred road signs having a background of different colors and a vertical text layout. A group t-test was conducted for comparisons between native Arabic speakers and international speakers whose native language is not Arabic. The results showed that there is no significant difference between the two groups. Based on the result, the proposed design can be effectively used for all drivers regardless of their native language in Qatar.
路标是用来帮助司机的。这些标志应设计合理,提供有效,以最大限度地在短时间内传递信息。在使用多种语言的情况下,引导路标的设计要慎重,卡塔尔就是这样。为了比较不同语言使用者对路标设计的偏好,我们进行了一项在线调查。参与者使用7-Likert量表对设计进行评分。他们更喜欢具有不同颜色背景和垂直文字布局的路标。对以阿拉伯语为母语的人和以非阿拉伯语为母语的国际人士进行了组t检验。结果显示,两组间无显著性差异。基于结果,提出的设计可以有效地用于卡塔尔的所有司机,无论他们的母语是什么。
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引用次数: 0
Evolutionary Analysis of Vaccination Strategies for Infectious Diseases Considering Neutral Strategy 考虑中性策略的传染病疫苗接种策略演化分析
Xueyu Meng, Huiying Cao, Muhammad Rashid Bhatti, Zhiqiang Cai
In this paper, we propose an evolutionary game model of epidemic vaccination strategies considering neutral strategy on the homogeneous network. By establishing a state layer and a strategy layer for each individual in the network, we conduct an evolutionary game analysis of epidemic vaccination strategies. Firstly, we take into account various factors such as vaccination effectiveness, government subsidy rate, treatment discount rate, vaccination cost and treatment cost based on the traditional SIR model. We fully analyze various risk factors affecting vaccination. In the strategy layer, we introduce a new neutral strategy. Then, we analyze the proportion of individuals and game benefit of each strategy and use the mean field theory to establish a dynamic equation based on the proposed model. Simulation results show that in order to increase the number of individuals vaccinated when the network evolution is stable, the vaccination effectiveness should be increased and vaccination cost should be reduced. For government decision making, choosing the appropriate vaccination cost determines whether the network evolves towards vaccination strategy.
本文提出了一种考虑中性策略的同质网络流行病疫苗接种策略进化博弈模型。通过建立网络中每个个体的状态层和策略层,对流行病疫苗接种策略进行进化博弈分析。首先,在传统SIR模型的基础上,考虑疫苗接种效果、政府补贴率、治疗贴现率、疫苗接种成本和治疗成本等多种因素。我们充分分析了影响疫苗接种的各种危险因素。在策略层,我们引入了一种新的中立策略。然后,分析了各策略的个体比例和博弈收益,并利用平均场理论建立了基于该模型的动态方程。仿真结果表明,在网络演化稳定的情况下,为了增加接种个体的数量,应提高疫苗接种的有效性,降低疫苗接种的成本。对于政府决策而言,选择合适的疫苗接种成本决定了网络是否向疫苗接种策略演进。
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引用次数: 0
Impact of Halal Labeling on Brand Image on Cosmetic Product 清真标识对化妆品品牌形象的影响
F. Lestari, Hertina, Lusiana Ritia, Irsan N. Riandika, Ahmad Mas'ari
Indonesia has the largest number of Muslims in the world. Consequently, the halal product market has a high demand from customers. In addition, Halal Brand image is one of the company’s strategies to attract many consumers. The purpose of this study is to measure the impact of halal labeling on brand image. The case study of this research was conducted in Indonesia by making cosmetic products that have halal labeling. This research used quantitative methods with a structural equation modeling approach and has 200 sample data. The results of this study found that the performance of the halal labeling had a significant effect on the brand image of halal product cosmetics of 97.4%. The implication of this research shows that the inclusion of halal labeling on cosmetic products has a good effect on brand image. Further research is suggested to conduct a study of product name selection to implement the concept of halal on the product. It aims to increase consumer confidence in buying cosmetic products.
印度尼西亚是世界上穆斯林人数最多的国家。因此,清真产品市场有很高的客户需求。此外,清真品牌形象也是公司吸引众多消费者的策略之一。本研究的目的是衡量清真标签对品牌形象的影响。本研究的案例研究是在印度尼西亚通过制造具有清真标签的化妆品进行的。本研究采用结构方程建模的定量方法,样本数据200个。本研究结果发现,清真标识的表现对清真产品化妆品的品牌形象产生显著影响的比例为97.4%。本研究的意义表明,在化妆品上加入清真标签对品牌形象有很好的影响。建议进行进一步的研究,对产品名称的选择进行研究,以在产品上实施清真的概念。它旨在提高消费者购买化妆品的信心。
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引用次数: 1
News media sentiments and Stock markets: the Indian perspective 新闻媒体情绪和股票市场:印度人的观点
Shweta Agarwal, U. Goel, Shailendra Kumar
Technological advancements accompanied with the gradual decrease in the cost of communication systems have ensured that the humankind is constantly bombarded with the information from around the world. Internet has become Information Super Highway on which any information travels with a lightning speed and easily permeates into all spheres of life. Capital markets also prosper on information and the information revolution has transformed these markets. This paper attempts to investigate the impact of information diffused through the news media on the stock markets of an emerging economy, with evidences from India.
技术进步伴随着通信系统成本的逐渐降低,确保了人类不断受到来自世界各地的信息轰炸。互联网已经成为信息高速公路,任何信息都以闪电般的速度传播,很容易渗透到生活的各个领域。资本市场也因信息而繁荣,信息革命已经改变了这些市场。本文试图研究通过新闻媒体传播的信息对新兴经济体股票市场的影响,并以印度为证据。
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引用次数: 0
An Approach for Systematic Planning of Project Management Methods and Project Processes in Product Development 产品开发中项目管理方法和项目过程的系统规划方法
J. Baschin, T. Huth, T. Vietor
The development of modern products in mechanical engineering is characterized by a high degree of individuality. Different boundary conditions (project context) such as team size or budget result in a wide variety of development projects. The project leader is confronted with the challenge of selecting the suitable project management methods in order to ensure an effective development of the product. However, in most cases, the selected methods are not directly applicable. Therefore, the methods have to be tailored to the specific project context. In addition, project management methods have to be considered adequately in process planning for a problem-free execution. Hence, this paper presents an approach for a methodology to support the project leader in selecting and tailoring project management methods and project processes. Finally, the methods can be integrated into the project process in an appropriate way.
现代机械工程产品的开发具有高度个性化的特点。不同的边界条件(项目背景),如团队规模或预算,会导致开发项目的多样性。为了保证产品的有效开发,项目负责人面临着选择合适的项目管理方法的挑战。然而,在大多数情况下,所选择的方法并不直接适用。因此,方法必须针对特定的项目环境进行调整。此外,在过程规划中必须充分考虑项目管理方法,以实现无问题的执行。因此,本文提出了一种方法来支持项目领导者选择和剪裁项目管理方法和项目过程。最后,这些方法可以以适当的方式集成到项目过程中。
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引用次数: 4
Digital Twin-based Framework for Green Building Maintenance System 基于数字孪生的绿色建筑维修系统框架
Wen Wang, Hao Hu, JiaChun Zhang, Zhenzhong Hu
This study analyses the characteristics and theoretical basis of green building maintenance system (GBMS) and proposes a digital twin(DT)-based framework for GBMS (DT-GBMS). This framework helps operation teams solve the problem of insufficient informatization and automatic management ability of green building maintenance. Besides, the structure of DT-GBMS is designed in detail according to practical usage. Finally, a prototype based on Bentley Systems software is developed by using 3D laser scanner and sensors to verify the feasibility of the proposed framework. The results indicate that the DT-GBMS can reflect the accurate and real-time status of green buildings and is able to improve the efficiency of green building maintenance by automatic management.
本文分析了绿色建筑维护系统(GBMS)的特点和理论基础,提出了基于数字孪生(DT)的绿色建筑维护系统框架(DT-GBMS)。该框架帮助运营团队解决了绿色建筑维护信息化和自动化管理能力不足的问题。此外,根据实际使用情况,对DT-GBMS的结构进行了详细设计。最后,基于Bentley Systems软件,利用三维激光扫描仪和传感器开发了一个原型,验证了所提出框架的可行性。结果表明,DT-GBMS能够准确、实时地反映绿色建筑的状态,能够通过自动化管理提高绿色建筑的维护效率。
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引用次数: 7
Reinforcement Learning-Based Differential Evolution for Solving Economic Dispatch Problems 基于强化学习的差分进化求解经济调度问题
Thammarsat Visutarrom, T. Chiang, A. Konak, S. Kulturel-Konak
In power systems, economic dispatch (ED) deals with the power allocation of power generation units to meet the power demand and minimize the cost. Many metaheuristics have been proposed to solve the ED problem with promising results. However, the performance of these algorithms might be sensitive to their parameter settings, and parameter tuning requires considerable effort. In this paper, a reinforcement learning (RL)-based differential evolution (DE) is proposed to solve the ED problem. We develop an RL mechanism to adaptively set two critical parameters, crossover rate (CR) and scaling factor (F), of DE. The performance of the proposed RLDE is compared with the canonical DE and several algorithms in the literature using three test systems. Our algorithm shows good solution quality and strong robustness.
在电力系统中,经济调度(ED)是指发电机组为满足电力需求和使成本最小化而进行的功率分配。人们提出了许多元启发式方法来解决ED问题,并取得了可喜的结果。然而,这些算法的性能可能对它们的参数设置很敏感,并且参数调优需要相当大的努力。本文提出了一种基于强化学习(RL)的差分进化(DE)方法来解决ED问题。我们开发了一种RL机制来自适应设置DE的两个关键参数,交叉率(CR)和缩放因子(F)。使用三个测试系统,将所提出的RLDE的性能与规范DE和文献中的几种算法进行了比较。该算法具有较好的解质量和较强的鲁棒性。
{"title":"Reinforcement Learning-Based Differential Evolution for Solving Economic Dispatch Problems","authors":"Thammarsat Visutarrom, T. Chiang, A. Konak, S. Kulturel-Konak","doi":"10.1109/IEEM45057.2020.9309983","DOIUrl":"https://doi.org/10.1109/IEEM45057.2020.9309983","url":null,"abstract":"In power systems, economic dispatch (ED) deals with the power allocation of power generation units to meet the power demand and minimize the cost. Many metaheuristics have been proposed to solve the ED problem with promising results. However, the performance of these algorithms might be sensitive to their parameter settings, and parameter tuning requires considerable effort. In this paper, a reinforcement learning (RL)-based differential evolution (DE) is proposed to solve the ED problem. We develop an RL mechanism to adaptively set two critical parameters, crossover rate (CR) and scaling factor (F), of DE. The performance of the proposed RLDE is compared with the canonical DE and several algorithms in the literature using three test systems. Our algorithm shows good solution quality and strong robustness.","PeriodicalId":226426,"journal":{"name":"2020 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM)","volume":"67 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127220498","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: 7
Business Model and Organization – Interdependencies for Customer-Centric Continuous Innovation in Subscription Business 商业模式与组织——订阅业务中以客户为中心的持续创新的相互依赖关系
G. Schuh, A. Gützlaff, S. Cremer, Jannik Lammersmann, Yuan Liu
Subscription business models are increasingly gaining attention in the manufacturing industry. By consequently focusing on solving the customers’ problems instead of focusing on products, machine manufacturers may establish a long-term relationship with their customers and gain a stronger competitive position. In order to be successful, the business model needs to include the ability for continuous innovation and thus steadily increase the customers’ benefits. At the same time, the introduction of a new business model comes along with a complex set of implications for the provider’s organization. Literature suggests that mutual dependencies between the provider’s business model, its organization and customers exist. Yet no management model so far is able to illustrate the complexity of these interdependencies in subscription models. The presented work intends to do so by including both the direct interdependencies between business models and organizations as well as indirect interdependencies which are caused by continuous innovation of offers and customer interactions. The model serves manufacturers of the machinery and equipment industry as an organizational guideline in managing subscription business models.
订阅式商业模式在制造业中越来越受到关注。因此,通过专注于解决客户的问题而不是专注于产品,机器制造商可以与客户建立长期的关系,并获得更强的竞争地位。为了取得成功,商业模式需要包括持续创新的能力,从而稳步增加客户的利益。同时,新业务模型的引入会给提供者的组织带来一系列复杂的影响。文献表明提供者的业务模型、其组织和客户之间存在相互依赖关系。然而,到目前为止,还没有一个管理模型能够说明订阅模型中这些相互依赖关系的复杂性。所提出的工作旨在通过包括商业模式和组织之间的直接相互依赖关系,以及由不断创新的产品和客户互动引起的间接相互依赖关系来实现这一目标。该模型为机械和设备行业的制造商提供服务,作为管理订阅业务模型的组织指南。
{"title":"Business Model and Organization – Interdependencies for Customer-Centric Continuous Innovation in Subscription Business","authors":"G. Schuh, A. Gützlaff, S. Cremer, Jannik Lammersmann, Yuan Liu","doi":"10.1109/IEEM45057.2020.9309897","DOIUrl":"https://doi.org/10.1109/IEEM45057.2020.9309897","url":null,"abstract":"Subscription business models are increasingly gaining attention in the manufacturing industry. By consequently focusing on solving the customers’ problems instead of focusing on products, machine manufacturers may establish a long-term relationship with their customers and gain a stronger competitive position. In order to be successful, the business model needs to include the ability for continuous innovation and thus steadily increase the customers’ benefits. At the same time, the introduction of a new business model comes along with a complex set of implications for the provider’s organization. Literature suggests that mutual dependencies between the provider’s business model, its organization and customers exist. Yet no management model so far is able to illustrate the complexity of these interdependencies in subscription models. The presented work intends to do so by including both the direct interdependencies between business models and organizations as well as indirect interdependencies which are caused by continuous innovation of offers and customer interactions. The model serves manufacturers of the machinery and equipment industry as an organizational guideline in managing subscription business models.","PeriodicalId":226426,"journal":{"name":"2020 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM)","volume":"42 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127457374","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: 5
Equal Pricing or Free Pricing? The Pricing Strategies of B2C Platform 平等定价还是免费定价?B2C平台的定价策略
Hou-ping Tian, Shuang Zheng, Chun-fang Jiang, Chang-xian Liu
B2C platform, who provides unprecedented opportunities to enterprises to directly access to the customers, often has resale channel and direct channel simultaneously. In resale channel it purchases the products from the manufacturer and then resells them to the customers; in direct channel it offers the platform to the manufacturer to sell directly and charges the manufacturer a proportion of fees. Since products sell via both channels, a challenging problem to B2C platform is that when should it implement equal pricing strategy (i.e., the retail price equals to the direct selling price) or free pricing strategy (they set the prices respectively). We compare the pricing strategies by using game-theoretical model. Analyses show two interesting findings: Firstly, equal pricing strategy can mitigate channel conflict; however, it does not necessarily increase B2C platform’s profits. Secondly, the choice of pricing strategy is affected by the customers’ channel preference: B2C platform prefers equal pricing strategy only when customers are resale channel oriented; otherwise it prefers free pricing strategy. However, to the manufacturer, it always prefers free pricing strategy and enjoys the freedom.
B2C平台往往同时拥有转售渠道和直销渠道,为企业直接接触客户提供了前所未有的机会。在转售渠道中,它从制造商那里购买产品,然后转售给客户;在直销渠道中,它为制造商提供直接销售的平台,并向制造商收取一定比例的费用。由于产品是通过两种渠道销售的,B2C平台面临的一个挑战是,它应该在什么时候实施平等定价策略(即零售价格等于直销价格)还是自由定价策略(即他们各自定价)。运用博弈论模型对定价策略进行了比较。分析得出两个有趣的发现:第一,平等定价策略可以缓解渠道冲突;然而,这并不一定会增加B2C平台的利润。其次,定价策略的选择受到消费者渠道偏好的影响:B2C平台只有在消费者以转售渠道为导向时才会选择平等定价策略;否则,它更喜欢免费定价策略。然而,对于制造商来说,它总是倾向于自由定价策略,享受自由。
{"title":"Equal Pricing or Free Pricing? The Pricing Strategies of B2C Platform","authors":"Hou-ping Tian, Shuang Zheng, Chun-fang Jiang, Chang-xian Liu","doi":"10.1109/IEEM45057.2020.9309864","DOIUrl":"https://doi.org/10.1109/IEEM45057.2020.9309864","url":null,"abstract":"B2C platform, who provides unprecedented opportunities to enterprises to directly access to the customers, often has resale channel and direct channel simultaneously. In resale channel it purchases the products from the manufacturer and then resells them to the customers; in direct channel it offers the platform to the manufacturer to sell directly and charges the manufacturer a proportion of fees. Since products sell via both channels, a challenging problem to B2C platform is that when should it implement equal pricing strategy (i.e., the retail price equals to the direct selling price) or free pricing strategy (they set the prices respectively). We compare the pricing strategies by using game-theoretical model. Analyses show two interesting findings: Firstly, equal pricing strategy can mitigate channel conflict; however, it does not necessarily increase B2C platform’s profits. Secondly, the choice of pricing strategy is affected by the customers’ channel preference: B2C platform prefers equal pricing strategy only when customers are resale channel oriented; otherwise it prefers free pricing strategy. However, to the manufacturer, it always prefers free pricing strategy and enjoys the freedom.","PeriodicalId":226426,"journal":{"name":"2020 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM)","volume":"74 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122588809","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
2020 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM)
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