2019 14th Annual Conference System of Systems Engineering (SoSE)最新文献

Development of soft computing tools and IoT for improving the performance assessment of analysers in a clinical laboratory 开发用于改善临床实验室分析仪性能评估的软计算工具和物联网

2019 14th Annual Conference System of Systems Engineering (SoSE) Pub Date : 2019-07-04 DOI: 10.1109/SYSOSE.2019.8753830

M. Packianather, Nury Leon Munizaga, S. Zouwail, M. Saunders

{"title":"Development of soft computing tools and IoT for improving the performance assessment of analysers in a clinical laboratory","authors":"M. Packianather, Nury Leon Munizaga, S. Zouwail, M. Saunders","doi":"10.1109/SYSOSE.2019.8753830","DOIUrl":"https://doi.org/10.1109/SYSOSE.2019.8753830","url":null,"abstract":"This paper presents a three phase methodology to automate quality control in healthcare clinical laboratory. The first phase consists in the automation of the performance assessment of the equipment in MS Excel. With the smart tools included in Excel, a macro was developed that not only saves the user time and makes the process more efficient, but also gives a clear idea of the quality of the test results. The second phase deals with the quality control management of the generated data through the application of manufacturing techniques; a code in Matlab was created that would allow the user to visualise the current performance of the equipment according to some specified limits in Statistical Process Control (SPC) charts. This enables the user to select the relevant information to visualise by analysing the control levels and dates. In the final phase a prediction algorithm applying data mining and machine learning techniques was developed, based on the historical data, which is used as a small sample of big data that could be potentially generated by the IoT enabled equipment interconnected via the internet enabling them to send and receive data. Using the K-Nearest Neighbour (KNN) classifier a performance accuracy of 94% was achieved which allows the user to predict future behaviour of the equipment.","PeriodicalId":133413,"journal":{"name":"2019 14th Annual Conference System of Systems Engineering (SoSE)","volume":"62 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128912518","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: 6

Modelling Integral Risk Assessment (MOIRA): Experiments on the Dutch Railway Departure Process 建模综合风险评估(MOIRA):荷兰铁路发车过程的实验

2019 14th Annual Conference System of Systems Engineering (SoSE) Pub Date : 2019-07-04 DOI: 10.1109/SYSOSE.2019.8753828

Katja Schuitemaker, G. M. Bonnema

引用次数: 1

Multi-Dimensional Classification of System-of-Systems 系统的多维分类

2019 14th Annual Conference System of Systems Engineering (SoSE) Pub Date : 2019-05-19 DOI: 10.1109/SYSOSE.2019.8753841

B. Tekinerdogan

引用次数: 4

An Open Source Lifecycle Collaboration Approach Supporting Internet of Things System Development 支持物联网系统开发的开源生命周期协作方法

2019 14th Annual Conference System of Systems Engineering (SoSE) Pub Date : 2019-05-19 DOI: 10.1109/SYSOSE.2019.8753883

Jinwei Chen, Zhenchao Hu, Jinzhi Lu, Hui-sheng Zhang, Sihan Huang, Martin Törngren

{"title":"An Open Source Lifecycle Collaboration Approach Supporting Internet of Things System Development","authors":"Jinwei Chen, Zhenchao Hu, Jinzhi Lu, Hui-sheng Zhang, Sihan Huang, Martin Törngren","doi":"10.1109/SYSOSE.2019.8753883","DOIUrl":"https://doi.org/10.1109/SYSOSE.2019.8753883","url":null,"abstract":"The internet of things (IoT) system integrates heterogeneous systems using centric services to provide a single open solution to process sensor data. During the whole life cycle of IoT systems, developers face the problems of interface management and data interoperability led by increasing complexity. Such problems decrease the efficiency of IoT system development and implementation, such as interface configurations for domain specific systems are difficult if there is not a unified specification. This paper proposed an Open Services for Lifecycle Collaboration (OSLC) approach supporting IoT system development and implementation. The approach integrates domain specific data across the whole lifecycle including development models and sensor data. Moreover, it enables interface management for IoT system development and real-time monitoring for implementations. From the case study, we find an OSLC-based tool, Datalinks, supports data integration and interface management which improves the development efficiency and data interoperability of IoT systems. The integrated data based on OSLC acts the mid-wares of data exchange between physical space and virtual space of IoT system. Moreover, the OSLC-based interfaces are developed based on unified specifications whose reusability is promoted for the future development.","PeriodicalId":133413,"journal":{"name":"2019 14th Annual Conference System of Systems Engineering (SoSE)","volume":"189 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128994741","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

A Digital Twin Method for Automated Behavior Analysis of Large-Scale Distributed IoT Systems 大规模分布式物联网系统自动行为分析的数字孪生方法

2019 14th Annual Conference System of Systems Engineering (SoSE) Pub Date : 2019-05-19 DOI: 10.1109/SYSOSE.2019.8753845

J. Sleuters, Yonghui Li, J. Verriet, M. Velikova, Richard Doornbos

引用次数: 16

Coping with Uncertainty in Systems-of-Systems Architecture Modeling on the IoT with SosADL 用SosADL应对物联网系统体系结构建模中的不确定性

2019 14th Annual Conference System of Systems Engineering (SoSE) Pub Date : 2019-05-19 DOI: 10.1109/SYSOSE.2019.8753842

F. Oquendo

{"title":"Coping with Uncertainty in Systems-of-Systems Architecture Modeling on the IoT with SosADL","authors":"F. Oquendo","doi":"10.1109/SYSOSE.2019.8753842","DOIUrl":"https://doi.org/10.1109/SYSOSE.2019.8753842","url":null,"abstract":"A challenging issue in the architectural design of a System-of-Systems (SoS) is how to cope with the uncertainty raised by the limited knowledge of the operational environment where the SoS will actually be deployed as well as the constituent systems which will concretely participate in the SoS at run-time. It is especially the case of SoSs being architected on the Internet-of-Things (IoT). Indeed, due to the open and dynamic nature of the IoT, on the one hand, at design-time, most often the SoS architects do not know which will be the concrete IoT systems that will become constituents of an SoS, these being predominantly identified at run-time; on the other hand, the correct architecture depends not only on the constituent IoT systems but also, largely, on the operational environment where the SoS will be positioned on the IoT. The consequent research question is thereby how to design and describe the SoS architecture in a way that is flexible enough to cope with these different uncertainties. To address this challenge, this paper investigates the notion of uncertainty in SoS and presents how SosADL, a formal SoS Architecture Description Language (ADL), enables to cope with uncertainty in the architecture modeling of SoSs. It presents the concepts and constructs that makes possible to describe SoS architectures which will operate in unpredictable environments on the IoT based on the SosADL support for dealing with partial knowledge, grounded on concurrent constraints.","PeriodicalId":133413,"journal":{"name":"2019 14th Annual Conference System of Systems Engineering (SoSE)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122274231","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: 6

Application of system thinking to frame the problem in a subsea development projects with high-level business requirements 应用系统思维对具有高层次业务需求的海底开发项目问题进行框定

2019 14th Annual Conference System of Systems Engineering (SoSE) Pub Date : 2019-05-19 DOI: 10.1109/SYSOSE.2019.8753859

Siv Engen, M. Mansouri, G. Muller

引用次数: 6

Model-Based Approach to System of Systems Engineering: Reevaluating the Role of Simulation 基于模型的系统工程方法:对仿真作用的再评价

2019 14th Annual Conference System of Systems Engineering (SoSE) Pub Date : 2019-05-19 DOI: 10.1109/SYSOSE.2019.8753868

Leonie Hallo, B. Payne, A. Gorod

{"title":"Model-Based Approach to System of Systems Engineering: Reevaluating the Role of Simulation","authors":"Leonie Hallo, B. Payne, A. Gorod","doi":"10.1109/SYSOSE.2019.8753868","DOIUrl":"https://doi.org/10.1109/SYSOSE.2019.8753868","url":null,"abstract":"The complexity of modern engineered systems is growing quickly due to the rapidly evolving nature of today's environment. Current management practices are limited in their structural capacity for coping with such swift transformation, pointing to an urgent need for new approaches in management of complex engineered systems. The model-based approach has emerged as a new promising method to complexity management. However, it is still unclear what role simulation plays in this approach and whether the role differs based on the type of a system under consideration and/or the degree of complexity involved. In this paper, the authors conduct a comparative analysis between the disciplines of System Engineering (SE) and System of Systems Engineering (SoSE), and the significance of simulation in these areas. The paper concludes that simulation represents a major part of modeling of System of Systems (SoS), leading the authors to introduce a new term, Modeling and Simulation Based System of Systems Engineering (M&SBSoSE), to underline the importance of incorporating and integrating simulation into modeling applications in SoSE. It is further also proposed that simulation of SoS should be multi-paradigm to increase the scope of simulation effectiveness in a complex dynamic environment.","PeriodicalId":133413,"journal":{"name":"2019 14th Annual Conference System of Systems Engineering (SoSE)","volume":"29 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114605550","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

A Refined Terminology on System-of-Systems Substructure and Constituent System States 系统的子结构和组成系统状态的精炼术语

2019 14th Annual Conference System of Systems Engineering (SoSE) Pub Date : 2019-05-19 DOI: 10.1109/SYSOSE.2019.8753846

J. Axelsson

引用次数: 19

Investigating Emergent Behavior caused by Electric Vehicles in the Smart Grid using Co-Simulation 基于联合仿真的电动汽车在智能电网中的应急行为研究

2019 14th Annual Conference System of Systems Engineering (SoSE) Pub Date : 2019-05-19 DOI: 10.1109/SYSOSE.2019.8753861

C. Binder, Jounes-Alexander Gross, C. Neureiter, G. Lastro

{"title":"Investigating Emergent Behavior caused by Electric Vehicles in the Smart Grid using Co-Simulation","authors":"C. Binder, Jounes-Alexander Gross, C. Neureiter, G. Lastro","doi":"10.1109/SYSOSE.2019.8753861","DOIUrl":"https://doi.org/10.1109/SYSOSE.2019.8753861","url":null,"abstract":"Ahstract- Today's electricity system faces major challenges by the ongoing integration of decentralized, renewable energy resources and individual participants benefitting from the Internet of Things (IoT), like Electric Vehicles (EVs) or Smart Meters. The interplay of these autonomous components forms the popular term of the so-called Smart Grid. Since social mannerism may result in simultaneous charging cycles of EVs in such a System of Systems (SoS), ominous peak loads are expected to emerge. Thus, to deal with this often unpredictable behavior before implementing the system, usually a simulation is applied. Therefore, this paper proposes a co-simulation approach using Mosaik, a framework tailored to the Smart Grid domain. By doing so, the power system including several EVs and their charging strategy is modeled according to the Smart Grid Architecture Model (SGAM) in the first step. Next, in order to simulate and validate the system's emergent behavior, an excerpt of a real-world case study is utilized. Based on the outcome of this co-simulation, the practical investigation of Smart Grids can be improved by applying protruded demand side response approaches.","PeriodicalId":133413,"journal":{"name":"2019 14th Annual Conference System of Systems Engineering (SoSE)","volume":"79 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134478008","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: 10