2017 IEEE 15th International Conference on Industrial Informatics (INDIN)最新文献_第3页

A decrease-and-conquer genetic algorithm for energy efficient virtual machine placement in data centers 一种减少和征服的遗传算法，用于数据中心中节能的虚拟机放置

2017 IEEE 15th International Conference on Industrial Informatics (INDIN) Pub Date : 2017-07-01 DOI: 10.1109/INDIN.2017.8104760

Chanipa Sonklin, Maolin Tang, Yu-Chu Tian

{"title":"A decrease-and-conquer genetic algorithm for energy efficient virtual machine placement in data centers","authors":"Chanipa Sonklin, Maolin Tang, Yu-Chu Tian","doi":"10.1109/INDIN.2017.8104760","DOIUrl":"https://doi.org/10.1109/INDIN.2017.8104760","url":null,"abstract":"The dramatically increasing energy consumption of data centers is an important issue and one of the most efficient ways to tackle the issue is through server consolidation. The basic idea of server consolidation is to move all virtual machines (VMs) to as few energy efficient servers as possible, and then switch off unused servers. Many efficient server consolidation approaches have been proposed and one of the most efficient approaches is to use a Genetic Algorithm (GA) to find an optimal or near-optimal solution to the server consolidation problem. Aiming at reducing the computation time and the number of VM migrations incurred by server consolidation, this paper proposes a Decrease- and-Conquer Genetic Algorithm (DCGA). This DCGA adopts a decrease-and-conquer strategy to decrease the problem size and to decrease the number of VM migrations without significantly compromising the quality of solutions. The DCGA is compared with a classical GA and the most popular approach, namely FFD, for the server consolidation problem by experiments and the experimental results show that the DCGA can find a solution very close to the solution generated by the classical GA with much shorter computation time and incur much less VM migrations for all the test problems, and that the DCGA can generate a much better solution than the FFD.","PeriodicalId":6595,"journal":{"name":"2017 IEEE 15th International Conference on Industrial Informatics (INDIN)","volume":"9 1","pages":"135-140"},"PeriodicalIF":0.0,"publicationDate":"2017-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84562138","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: 17

Experiences in integrating Internet of Things and cloud services with the robot operating system 有物联网、云服务与机器人操作系统集成的经验

2017 IEEE 15th International Conference on Industrial Informatics (INDIN) Pub Date : 2017-07-01 DOI: 10.1109/INDIN.2017.8104924

S. Karnouskos, Nadine Gaertner, Nemrude Verzano, Frank Beck, Andre Becker, Santo Bianchino, Daniel Kuntze, M. Pérez-Francisco, R. Roy, Serge F. L. Saelens, Michael Schmut

{"title":"Experiences in integrating Internet of Things and cloud services with the robot operating system","authors":"S. Karnouskos, Nadine Gaertner, Nemrude Verzano, Frank Beck, Andre Becker, Santo Bianchino, Daniel Kuntze, M. Pérez-Francisco, R. Roy, Serge F. L. Saelens, Michael Schmut","doi":"10.1109/INDIN.2017.8104924","DOIUrl":"https://doi.org/10.1109/INDIN.2017.8104924","url":null,"abstract":"New Internet of Things open source technologies, middlewares, and programming languages, make the quick integration of devices, systems and cloud services easier than never before. With their utilization, complex tasks such as object detection, tracking and tracing, can be easily realized, even by embedded devices in a fraction of time. The interplay of highly heterogeneous IoT devices and open source software, has been utilized in this work as a learning tool, in order to train developers and enhance their IoT skills. By designing, implementing, testing and deploying a rapid prototype, new knowledge is acquired, assessment of technologies and concepts is carried out, and the end-result, although developed in a constraint timeframe, is technologically promising, cost-effective and feature-rich. This work sheds some light on the prototype implemented and discusses the developer experiences and benefits of this IoT integration hands-on approach.","PeriodicalId":6595,"journal":{"name":"2017 IEEE 15th International Conference on Industrial Informatics (INDIN)","volume":"11 1","pages":"1084-1089"},"PeriodicalIF":0.0,"publicationDate":"2017-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80180564","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

Co-simulation techniques in assistance systems for process control 过程控制辅助系统中的联合仿真技术

2017 IEEE 15th International Conference on Industrial Informatics (INDIN) Pub Date : 2017-07-01 DOI: 10.1109/INDIN.2017.8104904

Florian Schloegl, Lars Fischer, S. Lehnhoff, R. Rosen, J. C. Wehrstedt

{"title":"Co-simulation techniques in assistance systems for process control","authors":"Florian Schloegl, Lars Fischer, S. Lehnhoff, R. Rosen, J. C. Wehrstedt","doi":"10.1109/INDIN.2017.8104904","DOIUrl":"https://doi.org/10.1109/INDIN.2017.8104904","url":null,"abstract":"The penetration of production systems and common infrastructure with information and communication technologies (ICT) creates new systems, called Smart Grids in energy or Industry 4.0 in production. This offers unprecedented opportunities for flexible and customized production and distribution. However, these complex and interconnected systems need new approaches for operation. Assistance system similar to those known from the automotive sector will support operators in their task to provide a safe, efficient and undisturbed operation of production systems. The paper supports, that more complex functionalities of assistance systems are based on simulation. This paper discusses the question how well co-simulation approaches are suited for this task. Co-simulation is the joint simulation of independent simulators each representing a component or subsystem of the overall system. The modularity of co-simulation reflects the modularity of production systems. It is possible to compose a simulation by using existing models. It is easy to adapt co-simulation to different configurations of production systems or changes in topology. The inherent flexibility of co-simulation makes it possible to cover broad range of requirements regarding, among others, simulation speed and precision. Co-simulation further allows to include models as “black boxes” which can be used to protect intellectual property on the modeled components. However, co-simulation always comes with additional costs for communication. Data exchange between models sets upper bounds for simulation speed. This limits the application of co-simulation: If requirements on calculation speed are very high other approaches like hybrid simulations are more suitable. For very precise simulations parallel simulation may be appropriate.","PeriodicalId":6595,"journal":{"name":"2017 IEEE 15th International Conference on Industrial Informatics (INDIN)","volume":"45 1","pages":"971-976"},"PeriodicalIF":0.0,"publicationDate":"2017-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78815634","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

Self-optimization of energy consumption in complex bulk good processes using reinforcement learning 基于强化学习的复杂大宗商品过程能耗自优化

2017 IEEE 15th International Conference on Industrial Informatics (INDIN) Pub Date : 2017-07-01 DOI: 10.1109/INDIN.2017.8104776

Dorothea Schwung, Tim Kempe, Andreas Schwung, S. Ding

引用次数: 9

Efficient data lookup in non-DHT based low diameter structured P2P network 基于非dht的低直径结构化P2P网络的高效数据查找

2017 IEEE 15th International Conference on Industrial Informatics (INDIN) Pub Date : 2017-07-01 DOI: 10.1109/INDIN.2017.8104899

B. Gupta, Nick Rahimi, S. Rahimi, Ashraf Alyanbaawi

引用次数: 9

Scalable cloud based semantic code analysis to support continuous integration of industrial PLC code 可扩展的基于云的语义代码分析，支持工业PLC代码的持续集成

2017 IEEE 15th International Conference on Industrial Informatics (INDIN) Pub Date : 2017-07-01 DOI: 10.1109/INDIN.2017.8104843

S. Bougouffa, Sebastian Diehm, Michael Schwarz, B. Vogel‐Heuser

引用次数: 6

A novel approach for flexible automation production systems 柔性自动化生产系统的一种新方法

2017 IEEE 15th International Conference on Industrial Informatics (INDIN) Pub Date : 2017-07-01 DOI: 10.1109/INDIN.2017.8104857

Elisabet Estévez-Estévez, F. Pérez, D. Orive, M. Marcos

引用次数: 6

A spreadsheet tool for the analysis of flows in small-scale water piping networks 用于分析小型水管网络流量的电子表格工具

2017 IEEE 15th International Conference on Industrial Informatics (INDIN) Pub Date : 2017-07-01 DOI: 10.1109/INDIN.2017.8104947

K. Adedeji, Y. Hamam, B. Abe, A. Abu-Mahfouz

引用次数: 1

Ontology-based web service integration for flexible manufacturing systems 基于本体的柔性制造系统web服务集成

2017 IEEE 15th International Conference on Industrial Informatics (INDIN) Pub Date : 2017-07-01 DOI: 10.1109/INDIN.2017.8104797

Haibo Cheng, Lingling Xue, Peng Wang, P. Zeng, Haibin Yu

{"title":"Ontology-based web service integration for flexible manufacturing systems","authors":"Haibo Cheng, Lingling Xue, Peng Wang, P. Zeng, Haibin Yu","doi":"10.1109/INDIN.2017.8104797","DOIUrl":"https://doi.org/10.1109/INDIN.2017.8104797","url":null,"abstract":"This paper presents an approach to enabling ontology-based web service integration for flexible manufacturing systems based on industry 4.0 demonstration production line. The mass personalized customization requires increased agility and flexibility in manufacturing systems to adapt incessant changes in manufacturing environments and requirements. The fundamental for this method lies in the incorporation of knowledge expressed by ontologies concerning order, products, industrial equipment, manufacturing process, event and service. It is a significant method to use ontology for representing manufacturing knowledge in a computer-interpretable way. This knowledge model can be used by automated decision-making to configure the control component that monitors and harmonizes the whole manufacturing system. The semantic model of the flexible manufacturing systems can be automatically updated based on event notifications sent by the specialized web services. The architecture and knowledge model have been demonstrated in a pilot case named industry 4.0 demonstration production line and can be applied to other flexible manufacturing systems.","PeriodicalId":6595,"journal":{"name":"2017 IEEE 15th International Conference on Industrial Informatics (INDIN)","volume":"6 1","pages":"351-356"},"PeriodicalIF":0.0,"publicationDate":"2017-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86792829","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: 18

Modeling and verifying behavioral constraints for automation systems 建模和验证自动化系统的行为约束

2017 IEEE 15th International Conference on Industrial Informatics (INDIN) Pub Date : 2017-07-01 DOI: 10.1109/INDIN.2017.8104796

Benjamin Brandenbourger, Milan Vathoopan, Alois Zoitl

引用次数: 1