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Proceedings of the 32nd European Modeling & Simulation Symposium (EMSS 2020)最新文献

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Application of multi-perspective modeling and holistic simulation to Urban Transportation Systems 多视角建模与整体仿真在城市交通系统中的应用
Proceedings of the 32nd European Modeling & Simulation Symposium (EMSS 2020) Pub Date : 2020-09-16 DOI: 10.46354/i3m.2020.emss.013
M. Traoré, O. Maiga, M. Traoré, Y. Kone, Ousmane Maiga, K. Traoré
{"title":"Application of multi-perspective modeling and holistic simulation to Urban Transportation Systems","authors":"M. Traoré, O. Maiga, M. Traoré, Y. Kone, Ousmane Maiga, K. Traoré","doi":"10.46354/i3m.2020.emss.013","DOIUrl":"https://doi.org/10.46354/i3m.2020.emss.013","url":null,"abstract":"As Urban Transportation Systems (UTS) are becoming central in our daily lives, they are also gaining in complexity due to their ever-increasing interdependence with other socioeconomic dimensions (such as climate, demography and environmental policies, to name a few). This paper presents a multi-perspective modeling and holistic simulation framework that can address such a complexity. It is based on the holistic integration of models that have independently been built from the respective perspectives of various but interdependent dimensions. The resulting model can answer questions that any of the perspective-specific models cannot in isolation.","PeriodicalId":204585,"journal":{"name":"Proceedings of the 32nd European Modeling & Simulation Symposium (EMSS 2020)","volume":"29 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131787369","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
Machine Tool 4.0 in the Era of Digital Manufacturing 数字化制造时代的机床4.0
Proceedings of the 32nd European Modeling & Simulation Symposium (EMSS 2020) Pub Date : 2020-09-01 DOI: 10.46354/i3m.2020.emss.060
D. Mourtzis
{"title":"Machine Tool 4.0 in the Era of Digital Manufacturing","authors":"D. Mourtzis","doi":"10.46354/i3m.2020.emss.060","DOIUrl":"https://doi.org/10.46354/i3m.2020.emss.060","url":null,"abstract":"Under the Industry 4.0 framework, a plethora of digital technologies and techniques has been introduced in the Manufacturing domain. Machine tools must become more intelligent, in order to create a network of fully connected machines. By extension, this will lead to the creation of the Industrial Internet of Things (IIoT). Although these technologies provide for increased functionality of the manufacturing equipment, there are certain issues/implications, refraining engineers from integrating such technologies in the production. Therefore, in this paper, the results of a systematic literature review are presented and discussed, including the horizontal and vertical integration of such digital technologies. The contribution of this paper extends to the recognition of the opportunities emerging as well as the identified implications from a practical implementation point of view.","PeriodicalId":204585,"journal":{"name":"Proceedings of the 32nd European Modeling & Simulation Symposium (EMSS 2020)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130850970","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: 15
Artificial Intelligence to support retail sales optimization 人工智能支持零售销售优化
Proceedings of the 32nd European Modeling & Simulation Symposium (EMSS 2020) Pub Date : 2020-09-01 DOI: 10.46354/i3m.2020.emss.061
A. Bruzzone, K. Sinelshchikov, M. Massei, Wolfhard Schmidt
{"title":"Artificial Intelligence to support retail sales optimization","authors":"A. Bruzzone, K. Sinelshchikov, M. Massei, Wolfhard Schmidt","doi":"10.46354/i3m.2020.emss.061","DOIUrl":"https://doi.org/10.46354/i3m.2020.emss.061","url":null,"abstract":"Presented study focuses on utilization of Artificial Intelligence (AI) in order to support data integration, sales forecasting and process optimization in retail. In particular, use of Artificial Neural Networks (ANN) and Genetic Algorithms (GA) in order to support decision makers from sales departments has evaluated.","PeriodicalId":204585,"journal":{"name":"Proceedings of the 32nd European Modeling & Simulation Symposium (EMSS 2020)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130274561","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
KPI design as a simulation project KPI设计作为一个模拟项目
Proceedings of the 32nd European Modeling & Simulation Symposium (EMSS 2020) Pub Date : 2020-09-01 DOI: 10.46354/i3m.2020.emss.016
Ella E. Roubtsova
{"title":"KPI design as a simulation project","authors":"Ella E. Roubtsova","doi":"10.46354/i3m.2020.emss.016","DOIUrl":"https://doi.org/10.46354/i3m.2020.emss.016","url":null,"abstract":"Design of key performance indicators (KPIs) is a repeated and challenging problem for organizations. KPIs are measured at the operational level, but are used to manage organizations at the strategic level. Strategic goals often change, and professionals with different backgrounds must understand and implement new KPIs that correspond to them. Nowadays, KPIs are designed and directly implemented on running organizations, which is disturbing to operational personnel. To avoid the disruption of business processes, we propose to design and test KPIs through simulation. After satisfactory experiments, a KPI can be implemented on the modelled organization. We have developed a conceptual reference model to organize KPI design simulation projects, showing what should be produced in a project. Our model has been built by the application of requirements engineering methods to the review of the literature of performance indicators. The model has been tested on several case studies. In this paper, we show two studies that demonstrate how unspecified concepts from our conceptual reference model damage reliability and improvement orientation of the designed indicators.","PeriodicalId":204585,"journal":{"name":"Proceedings of the 32nd European Modeling & Simulation Symposium (EMSS 2020)","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122237615","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
Extended Reality technologies for industrial innovation 面向产业创新的扩展现实技术
Proceedings of the 32nd European Modeling & Simulation Symposium (EMSS 2020) Pub Date : 2020-09-01 DOI: 10.46354/i3m.2020.emss.062
A. Bruzzone, K. Sinelshchikov, M. Massei, Giuliano Fabbrini
{"title":"Extended Reality technologies for industrial innovation","authors":"A. Bruzzone, K. Sinelshchikov, M. Massei, Giuliano Fabbrini","doi":"10.46354/i3m.2020.emss.062","DOIUrl":"https://doi.org/10.46354/i3m.2020.emss.062","url":null,"abstract":"This paper presents an overview on immersive technologies in relation to their potential for industrial innovation. In particular, Extended Reality (XR) is proposed by describing the most common solutions and innovative methods to overcome inherent problems of these technologies. Virtual & Augmented Reality (VR & AR ) are presented respect their potential for uses such as innovative human-machine interfaces, remote maintenance, remote commissioning, 3D rendering, virtual factory, virtual assembly and training. The paper analyze the strong contribution that Immersive Technologies are bringing in multiple sectors including Industries and the future trends aiming to further increase usability of these technologies such as it is happening in overcoming spatial constraints.","PeriodicalId":204585,"journal":{"name":"Proceedings of the 32nd European Modeling & Simulation Symposium (EMSS 2020)","volume":"163 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126577620","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
Comparing classification methods for the building plan components 建筑平面构件分类方法的比较
Proceedings of the 32nd European Modeling & Simulation Symposium (EMSS 2020) Pub Date : 1900-01-01 DOI: 10.46354/i3m.2020.emss.021
D. Wilfing, O. Krauss
{"title":"Comparing classification methods for the building plan components","authors":"D. Wilfing, O. Krauss","doi":"10.46354/i3m.2020.emss.021","DOIUrl":"https://doi.org/10.46354/i3m.2020.emss.021","url":null,"abstract":"The classification methods Histogram of Oriented Gradients, Bag of Features, Support Vector Machines and Neural Networks are evaluated to find a fitting solution for the automatic classification of building plan components. These components feature shapes with little features and minor differences. After processing the building plans for the classification, feature analysis methods, as well as machine learning based approaches, are tested. The results of the classification methods are compared and the behaviors of the classification methods are analyzed. First results have shown, that neural network classification using line data extracted via Hough transformation and additional calculations surpass other classification methods tested in this work. It was found that the basic structure of building plan components can be detected with neural networks, but further improvements have to be made, if only a single classification process is to be relied on. In the future this work will be used to create 3D building models from 2D plans and enable agent based simulation in the models.","PeriodicalId":204585,"journal":{"name":"Proceedings of the 32nd European Modeling & Simulation Symposium (EMSS 2020)","volume":"45 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121342332","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
A Shannon entropy graph-based model to evaluate the operator mental workload involved in procedure-guided tasks 基于Shannon熵图的操作人员心理负荷评估模型
Proceedings of the 32nd European Modeling & Simulation Symposium (EMSS 2020) Pub Date : 1900-01-01 DOI: 10.46354/i3m.2020.emss.014
Andrea Lucchese, G. Mossa, G. Mummolo, F. Sisto
{"title":"A Shannon entropy graph-based model to evaluate the operator mental workload involved in procedure-guided tasks","authors":"Andrea Lucchese, G. Mossa, G. Mummolo, F. Sisto","doi":"10.46354/i3m.2020.emss.014","DOIUrl":"https://doi.org/10.46354/i3m.2020.emss.014","url":null,"abstract":"Recent studies showed that an increasing number of procedures are available in industrial processes, in fields such as maintenance and safety. In many cases, the complexity of a procedure requires a decision-making process to evaluate the correct choice to be adopted in a specific situation. To this concern, the operator is subject to the mental workload to identify the proper strategy to be applied for each case. In the scientific literature, a model that allows evaluating the task complexity of a procedur e, through the ‘Shannon Entropy’ applied to graphs, was proposed by J. Park. Similarly, the mental workload of an operator in performing cognitive-oriented tasks was studied by G. Salvendy. Consistently to these topics, the authors propose a new model to estimate the mental workload of an operator during the execution of cognitive-oriented tasks of safety or maintenance procedures. The model has been applied to a numerical simulation; results obtained showed how the complexity of cognitive-oriented tasks of safety or maintenance procedures allows affecting the mental workload. The model can be usefully adopted to design emergency (safety) or maintenance procedures by considering the expected mental workload of operators in performing cognitive-oriented tasks.","PeriodicalId":204585,"journal":{"name":"Proceedings of the 32nd European Modeling & Simulation Symposium (EMSS 2020)","volume":"2013 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114926346","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
Train overtaking at railway stations within simulation models of railway lines 铁路线路仿真模型内车站列车超车
Proceedings of the 32nd European Modeling & Simulation Symposium (EMSS 2020) Pub Date : 1900-01-01 DOI: 10.46354/i3m.2020.emss.005
T. Vyčítal, M. Bažant
{"title":"Train overtaking at railway stations within simulation models of railway lines","authors":"T. Vyčítal, M. Bažant","doi":"10.46354/i3m.2020.emss.005","DOIUrl":"https://doi.org/10.46354/i3m.2020.emss.005","url":null,"abstract":"Nowadays there are available simulation tools that can be used to simulate railway traffic but not that much attention has been paid to the quality and intelligence of some decision support systems used to resolve possible conflicts during simulation experiments. Objective of this work is to investigate more complex decision support system in the area of train overtaking within railway stations and to assess the level of benefits that this approach brings. The presented algorithm is valid in general conditions, but it is also validated in connection with simulation tool OpenTrack which is one of the leading simulation tools in the area of railway traffic simulations focused especially on railway lines. Possible solutions to this problem that are available in OpenTrack are considerably less sophisticated and their configuration is often not very intuitive. This topic is also discussed in greater detail in the paper. To show the advantages of this advanced decision-making approach, a case study that compares common and advanced decision-making approaches is presented.","PeriodicalId":204585,"journal":{"name":"Proceedings of the 32nd European Modeling & Simulation Symposium (EMSS 2020)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129579674","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
Integrated contra-directional coupler for NV-centers photon filtering 用于nv中心光子滤波的集成双向耦合器
Proceedings of the 32nd European Modeling & Simulation Symposium (EMSS 2020) Pub Date : 1900-01-01 DOI: 10.46354/i3m.2020.emss.052
A. Elmanova, I. Elmanov, V. Kovalyuk, P. An, G. Goltsman
{"title":"Integrated contra-directional coupler for NV-centers photon filtering","authors":"A. Elmanova, I. Elmanov, V. Kovalyuk, P. An, G. Goltsman","doi":"10.46354/i3m.2020.emss.052","DOIUrl":"https://doi.org/10.46354/i3m.2020.emss.052","url":null,"abstract":"We modelled an integrated optical contra-directional coupler on silicon nitride platform. Performance of the filter was studied depending on different parameters, including the grating period and the height of teeth of the Bragg grating near 637 nm operation wavelength. The obtained results can be used for a design and fabrication of quantum photonic integrated circuits with on-chip single-photon NV-centers in nanodiamonds.","PeriodicalId":204585,"journal":{"name":"Proceedings of the 32nd European Modeling & Simulation Symposium (EMSS 2020)","volume":"52 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121474971","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
Calculation of refractive index and extinction coefficient of perfluorinated polymer films using new numerical algorithm in prism coupling technique 棱镜耦合技术中全氟聚合物薄膜折射率和消光系数的新数值计算
Proceedings of the 32nd European Modeling & Simulation Symposium (EMSS 2020) Pub Date : 1900-01-01 DOI: 10.46354/i3m.2020.emss.042
Sokolov, I. Goriachuk, A. Akhmanov
{"title":"Calculation of refractive index and extinction coefficient of perfluorinated polymer films using new numerical algorithm in prism coupling technique","authors":"Sokolov, I. Goriachuk, A. Akhmanov","doi":"10.46354/i3m.2020.emss.042","DOIUrl":"https://doi.org/10.46354/i3m.2020.emss.042","url":null,"abstract":"Amorphous perfluorinated polymers are of great interest for integrated optics and photonics due to their high optical transparency, low refractive index and index dispersion. Therefore, methods for accurate measuring optical parameters and thickness of light-guiding polymer films are important. We present new approach and numerical algorithm for calculating refractive index, extinction coefficient and thickness of anisotropic polymer films from angular reflection spectra measured by prism coupling technique. The proposed algorithm is valid both in the «low» and «high» coupling limits and takes into consideration the angular divergence of the Gaussian probe beam. Light-guiding film of proprietary amorphous perfluorinated polymer was fabricated on silicon substrate with thermally grown silica oxide layer. Angular reflectivity spectra of polymer film were measured with TE and TM polarized Gaussian laser beams using the prism coupling technique. Refractive index n , extinction coefficient m and thickness H f of the film were calculated numerically from reflectivity spectra using the new strategy and fitting algorithm. It was shown that the developed approach is effective and permits to determine n and m of anisotropic polymer films with accuracy  1  10 -4 and  1  10 -5 correspondingly.","PeriodicalId":204585,"journal":{"name":"Proceedings of the 32nd European Modeling & Simulation Symposium (EMSS 2020)","volume":"133 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115545889","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
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