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THE EUROPEAN MODELING AND SIMULATION SYMPOSIUM最新文献

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Artificial intelligence: concept overview, methodological approaches and choice metrics 人工智能:概念概述，方法方法和选择指标
THE EUROPEAN MODELING AND SIMULATION SYMPOSIUM Pub Date : 2019-09-01 DOI: 10.46354/i3m.2019.emss.017
M. Bogner, M. Steiger, F. Wiesinger
{"title":"Artificial intelligence: concept overview, methodological approaches and choice metrics","authors":"M. Bogner, M. Steiger, F. Wiesinger","doi":"10.46354/i3m.2019.emss.017","DOIUrl":"https://doi.org/10.46354/i3m.2019.emss.017","url":null,"abstract":"During the last couple of years there has been a renaissance in the field of artificial intelligence, also called AI. A wide diversity of possible concepts to this topic leads to the compulsion to be properly informed about a variety of approaches. This paper focuses on explaining the primary and most relevant theoretical concepts in regard to artificial intelligence and to rate them based on derived criteria. To achieve this, the most significant manifestations of these learning concepts are analyzed to identify their core characteristics. Choice metrics are derived based on this knowledge and selected with regard to an industrial environment. Additionally, a methodical approach is developed to ease the user’s choice of an appropriate concept according to the given criteria. The final result of this paper is a set of diagrams that illustrate the different artificial intelligence concepts based on the found criteria.","PeriodicalId":253381,"journal":{"name":"THE EUROPEAN MODELING AND SIMULATION SYMPOSIUM","volume":"69 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127150989","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
Knowledge based modelling framework for flexible manufacturing system 基于知识的柔性制造系统建模框架
THE EUROPEAN MODELING AND SIMULATION SYMPOSIUM Pub Date : 2019-09-01 DOI: 10.46354/i3m.2019.emss.002
S. Shafiq, C. Sanín, E. Szczerbicki
{"title":"Knowledge based modelling framework for flexible manufacturing system","authors":"S. Shafiq, C. Sanín, E. Szczerbicki","doi":"10.46354/i3m.2019.emss.002","DOIUrl":"https://doi.org/10.46354/i3m.2019.emss.002","url":null,"abstract":"This paper proposes knowledge-based modelling framework to manage the storage, analysis, and processing of data, information, and knowledge of a typical Flexible Manufacturing System (FMS). The framework utilizes the concept of virtual engineering object (VEO) and virtual engineering process (VEP) for developing knowledge models of FMS to achieve effective scheduling and manufacturing flexibility. The proposed generic model is capable of capturing in real time the manufacturing data, information and knowledge at every stage of production i.e. at the object level, the process level, and at the factory level. The significance of this study is that it supports decision making by reusing past decisional experience, which will not only help in effective real time data monitoring and processing but also make FMS system more intelligent and ready to function in the virtual Industry 4","PeriodicalId":253381,"journal":{"name":"THE EUROPEAN MODELING AND SIMULATION SYMPOSIUM","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127579336","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
Computational optimizations of nested simulations utilized for decision-making support 用于决策支持的嵌套模拟的计算优化
THE EUROPEAN MODELING AND SIMULATION SYMPOSIUM Pub Date : 2019-09-01 DOI: 10.46354/i3m.2019.emss.014
R. Divis, A. Kavička
{"title":"Computational optimizations of nested simulations utilized for decision-making support","authors":"R. Divis, A. Kavička","doi":"10.46354/i3m.2019.emss.014","DOIUrl":"https://doi.org/10.46354/i3m.2019.emss.014","url":null,"abstract":"","PeriodicalId":253381,"journal":{"name":"THE EUROPEAN MODELING AND SIMULATION SYMPOSIUM","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125885721","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
Simulation of the spectral characteristics of the photosensitive elements based on the polycrystalline lead sulfide 基于多晶硫化铅的光敏元件光谱特性模拟
THE EUROPEAN MODELING AND SIMULATION SYMPOSIUM Pub Date : 2019-09-01 DOI: 10.46354/i3m.2019.emss.006
B. N. Miroshnikov, D.A. Zezin, A. A. Makarov, A.N. Faulgabe
{"title":"Simulation of the spectral characteristics of the photosensitive elements based on the polycrystalline lead sulfide","authors":"B. N. Miroshnikov, D.A. Zezin, A. A. Makarov, A.N. Faulgabe","doi":"10.46354/i3m.2019.emss.006","DOIUrl":"https://doi.org/10.46354/i3m.2019.emss.006","url":null,"abstract":"The results are presented of the simulation of the spectral characteristics of the polycrystalline photosensitive elements based on the lead sulphide. The possible reasons for the experimental data discrepancy are discussed.","PeriodicalId":253381,"journal":{"name":"THE EUROPEAN MODELING AND SIMULATION SYMPOSIUM","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126813260","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
Quickest change-point detection in time series with unknown distributions 在未知分布的时间序列中最快的变化点检测
THE EUROPEAN MODELING AND SIMULATION SYMPOSIUM Pub Date : 2019-09-01 DOI: 10.46354/i3m.2019.emss.005
S. Pergamenshchikov, A. Tartakovsky
{"title":"Quickest change-point detection in time series with unknown distributions","authors":"S. Pergamenshchikov, A. Tartakovsky","doi":"10.46354/i3m.2019.emss.005","DOIUrl":"https://doi.org/10.46354/i3m.2019.emss.005","url":null,"abstract":"We consider a problem of sequential detection of changes in general time series, in which case the observations are dependent and non-identically distributed, e.g., follow Markov, hidden Markov or even more general stochastic models. It is assumed that the pre-change model is completely known, but the post-change model contains an unknown (possibly vector) parameter. Imposing a distribution on the unknown post-change parameter, we design a mixture Shiryaev-Roberts change detection procedure in such a way that the maximal local probability of a false alarm (MLPFA) in a prespecified time window does not exceed a given level and show that this procedure is nearly optimal as the MLPFA goes to zero in the sense of minimizing the expected delay to detection uniformly over all points of change under very general conditions. These conditions are formulated in terms of the rate of convergence in the strong law of large numbers for the log-likelihood ratios between the “change” and “no-change” hypotheses. An example related to a multivariate Markov model where these conditions hold is given.","PeriodicalId":253381,"journal":{"name":"THE EUROPEAN MODELING AND SIMULATION SYMPOSIUM","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117216686","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
Software frameworks for artificial intelligence: comparsion of low-level and high-level approaches 人工智能的软件框架:低级和高级方法的比较
THE EUROPEAN MODELING AND SIMULATION SYMPOSIUM Pub Date : 2019-09-01 DOI: 10.46354/i3m.2019.emss.016
M. Bogner, Florian Weindl, F. Wiesinger
{"title":"Software frameworks for artificial intelligence: comparsion of low-level and high-level approaches","authors":"M. Bogner, Florian Weindl, F. Wiesinger","doi":"10.46354/i3m.2019.emss.016","DOIUrl":"https://doi.org/10.46354/i3m.2019.emss.016","url":null,"abstract":"As nearly every artificial intelligence application is based on a framework, using the best fitting one for the task is key in developing an efficient solution quickly. Since there are two main types of frameworks, based on low and high abstraction level approaches, these two types will get compared and evaluated throughout this paper using Tensorflow and Keras as representatives. Key features of artificial intelligence frameworks for industrial applications are performance, expandability, abstraction level and therefore ease of use for rapid prototyping. All those features are major factors to keep development time and costs as low as possible, while maximizing product quality. To evaluate both approaches by these criteria a neural network classifying handwritten digits is implemented.","PeriodicalId":253381,"journal":{"name":"THE EUROPEAN MODELING AND SIMULATION SYMPOSIUM","volume":"45 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129794952","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
Modeling of service correlation for service composition in cloud manufacturing 云制造中服务组合的服务关联建模
THE EUROPEAN MODELING AND SIMULATION SYMPOSIUM Pub Date : 2019-09-01 DOI: 10.46354/i3m.2019.emss.011
F. Wang, Y. Laili, L. Zhang, C. Xing, L. Guo
{"title":"Modeling of service correlation for service composition in cloud manufacturing","authors":"F. Wang, Y. Laili, L. Zhang, C. Xing, L. Guo","doi":"10.46354/i3m.2019.emss.011","DOIUrl":"https://doi.org/10.46354/i3m.2019.emss.011","url":null,"abstract":"","PeriodicalId":253381,"journal":{"name":"THE EUROPEAN MODELING AND SIMULATION SYMPOSIUM","volume":"56 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122551718","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
Analysis of a university parking lot system through the use of discrete-event simulation 利用离散事件仿真对某高校停车场系统进行分析
THE EUROPEAN MODELING AND SIMULATION SYMPOSIUM Pub Date : 2019-09-01 DOI: 10.46354/i3m.2019.emss.012
R. Torres, J. Nosedal-Sanchez
{"title":"Analysis of a university parking lot system through the use of discrete-event simulation","authors":"R. Torres, J. Nosedal-Sanchez","doi":"10.46354/i3m.2019.emss.012","DOIUrl":"https://doi.org/10.46354/i3m.2019.emss.012","url":null,"abstract":"The management of parking lots in large cities has become one of the most complex problems to solve as this is influenced by many variables, additionally these spaces directly influence the level of service and productivity of many companies. This article proposes the use of the simulation of discrete events to analyze the impact of the changes in the access policies to a pair of parking lots in the Faculty of Engineering of the UNAM in Mexico City, some of the proposed indicators are: number of users not served by saturation (parking spaces not available) , maximum number of users looking for a parking space at the same time, average search time of a parking space in case of saturation and number of parking spaces occupied throughout the day.","PeriodicalId":253381,"journal":{"name":"THE EUROPEAN MODELING AND SIMULATION SYMPOSIUM","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115987746","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
On estimation errors when dealing with the problems of optical telecommunications 在处理光通信问题时的估计误差
THE EUROPEAN MODELING AND SIMULATION SYMPOSIUM Pub Date : 2019-09-01 DOI: 10.46354/i3m.2019.emss.013
O. Chernoyarov, Y. Kutoyants, A. V. Zyulkov
{"title":"On estimation errors when dealing with the problems of optical telecommunications","authors":"O. Chernoyarov, Y. Kutoyants, A. V. Zyulkov","doi":"10.46354/i3m.2019.emss.013","DOIUrl":"https://doi.org/10.46354/i3m.2019.emss.013","url":null,"abstract":"","PeriodicalId":253381,"journal":{"name":"THE EUROPEAN MODELING AND SIMULATION SYMPOSIUM","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129242663","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
Proactive demand and capacity management for automotive logistics using an efficient information model 利用高效的信息模型对汽车物流进行主动需求和容量管理
THE EUROPEAN MODELING AND SIMULATION SYMPOSIUM Pub Date : 2019-09-01 DOI: 10.46354/i3m.2019.emss.020
Lisanne Temur, D. Fruhner, K. Klingebiel
{"title":"Proactive demand and capacity management for automotive logistics using an efficient information model","authors":"Lisanne Temur, D. Fruhner, K. Klingebiel","doi":"10.46354/i3m.2019.emss.020","DOIUrl":"https://doi.org/10.46354/i3m.2019.emss.020","url":null,"abstract":"The increasing technical complexity of cars and the high number of offered options lead to new challenges in the automotive industry and especially the mid-term demand and capacity management (DCM). This requires a procedural adaptation based upon an efficient information model. In this contribution, the state of the art is analysed for both the DCM process and the underlying information models. Promising concepts for managing the steadily increasing requirements in DCM are deducted, and a modular process kit for the procedural adaptation combined into the concept SmartDCM is introduced. Additionally, a new approach of an efficient information model for managing the increasingly complex information is presented.","PeriodicalId":253381,"journal":{"name":"THE EUROPEAN MODELING AND SIMULATION SYMPOSIUM","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131773735","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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