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2009 7th IEEE International Conference on Industrial Informatics最新文献

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Random forest-LNS architecture and vision 随机森林- lns架构和愿景
2009 7th IEEE International Conference on Industrial Informatics Pub Date : 2009-06-23 DOI: 10.1109/INDIN.2009.5195824
H. E. Osman
{"title":"Random forest-LNS architecture and vision","authors":"H. E. Osman","doi":"10.1109/INDIN.2009.5195824","DOIUrl":"https://doi.org/10.1109/INDIN.2009.5195824","url":null,"abstract":"We describe an efficient architecture for generic object recognition system based on an ensemble classifier in a Field Programmable Gate Array (FPGA) environment. Utilization of a bag of covariance matrices as object descriptor improves the object recognition accuracy while speed up the learning process. We extend this technique, and present its hardware architecture, as well as object classifier based on on-line variant of random forest (RF) implemented using Logarithmic Number System (LNS). First, we describe the algorithmic and architecture of our model, comprises several computation modules. Then test and verified the model functionality using numerical simulation in the GRAZ02 dataset domain. It has been shown that the proposed system gained strong performance over floating-point and fixed-point precisions, even when only 10% of the training examples are used and is reasonably power efficient.","PeriodicalId":217373,"journal":{"name":"2009 7th IEEE International Conference on Industrial Informatics","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2009-06-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116866326","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
An embedded microcontroller-based milling process management system. 基于嵌入式单片机的铣削过程管理系统。
2009 7th IEEE International Conference on Industrial Informatics Pub Date : 2009-06-23 DOI: 10.1109/INDIN.2009.5195896
R. Siddiqui, R. Grosvenor, P. Prickett
{"title":"An embedded microcontroller-based milling process management system.","authors":"R. Siddiqui, R. Grosvenor, P. Prickett","doi":"10.1109/INDIN.2009.5195896","DOIUrl":"https://doi.org/10.1109/INDIN.2009.5195896","url":null,"abstract":"This paper presents an overview of an integrated approach to the monitoring of the CNC machine tool milling cutting process. In doing so it illustrates how the evolution of ever more powerful, yet affordable, microcontroller devices can support the provision of process management information. This is based upon the acquisition and analysis of machine related data near to the source. The key ability of such an embedded approach is shown to be the sharing of information, which in turn supports enhanced decision making. The communication of these decisions within the established system and via a supported architecture to the wider world is also presented.","PeriodicalId":217373,"journal":{"name":"2009 7th IEEE International Conference on Industrial Informatics","volume":"54 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2009-06-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116970003","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 research roadmap for model-driven design of embedded systems for automation components 面向自动化组件的嵌入式系统模型驱动设计研究路线图
2009 7th IEEE International Conference on Industrial Informatics Pub Date : 2009-06-23 DOI: 10.1109/INDIN.2009.5195865
T. Strasser, M. Rooker, I. Hegny, M. Wenger, Alois Zoitl, L. Ferrarini, A. Dede, M. Colla
{"title":"A research roadmap for model-driven design of embedded systems for automation components","authors":"T. Strasser, M. Rooker, I. Hegny, M. Wenger, Alois Zoitl, L. Ferrarini, A. Dede, M. Colla","doi":"10.1109/INDIN.2009.5195865","DOIUrl":"https://doi.org/10.1109/INDIN.2009.5195865","url":null,"abstract":"The aim of this paper is to describe a research roadmap for a multi-domain model-driven embedded systems design approach and the corresponding meta-model which is applicable to the domain of complex Industrial Automation and Control Systems (IACS). The special requirements of the industrial automation sector are taken into account by this novel approach, utilizing existing model-driven techniques. This approach is currently being developed in the Framework Seven (FP7) Embedded Systems Design project MEDEIA funded by the European Commission.","PeriodicalId":217373,"journal":{"name":"2009 7th IEEE International Conference on Industrial Informatics","volume":"65 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2009-06-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125514256","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: 31
Towards the energy efficient future factory 迈向节能的未来工厂
2009 7th IEEE International Conference on Industrial Informatics Pub Date : 2009-06-23 DOI: 10.1109/INDIN.2009.5195832
S. Karnouskos, A. Colombo, J. Lastra, C. Popescu
{"title":"Towards the energy efficient future factory","authors":"S. Karnouskos, A. Colombo, J. Lastra, C. Popescu","doi":"10.1109/INDIN.2009.5195832","DOIUrl":"https://doi.org/10.1109/INDIN.2009.5195832","url":null,"abstract":"Up to now, most factories and their processes were designed and constructed with the cost as the most important economic factor. However due to the increased changes in energy sector, the energy optimization should be another key indicator for cross layer optimization. In order to achieve this optimization, energy has to be measured locally and almost in real time, while manufacturing control activities should also be aware of the energy consumed. Furthermore higher-residing decision support systems and enterprise services, will take also into consideration the overall energy consumption, for each process and optimize globally and locally. These goals are assisted with the increasing automation within the factories that can provide better visibility and efficiency of the shop floor.","PeriodicalId":217373,"journal":{"name":"2009 7th IEEE International Conference on Industrial Informatics","volume":"47 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2009-06-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115255226","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: 69
Using Executable UML to model algorithmic aspects of visualization systems 使用可执行UML对可视化系统的算法方面进行建模
2009 7th IEEE International Conference on Industrial Informatics Pub Date : 2009-06-23 DOI: 10.1109/INDIN.2009.5195821
A. Braune, S. Hennig
{"title":"Using Executable UML to model algorithmic aspects of visualization systems","authors":"A. Braune, S. Hennig","doi":"10.1109/INDIN.2009.5195821","DOIUrl":"https://doi.org/10.1109/INDIN.2009.5195821","url":null,"abstract":"The XML based modeling language of graphical user interfaces for visualization systems in automation, XVCML, has been developed to ensure the consistency of visualization solutions in the fast-moving field of consumer technology. Until now, it only provides modeling elements for visualization of real time process data and the necessary communication relationships with data servers. In order to be accepted in practice, XVCML also needs modeling components for additional, user defined algorithms. This paper presents an approach to enhance XVCML with generic, algorithmic components to perform e.g. simple algebraic operations. For this purpose, Executable UML has been used and proven to be suitable. Therefore, Executable UML will be introduced and first experiences will be shown by an early prototype which realizes a typical scenario of industrial automation.","PeriodicalId":217373,"journal":{"name":"2009 7th IEEE International Conference on Industrial Informatics","volume":"231 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2009-06-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114383794","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: 4
Data fusion and neural network combination method for air pollution level monitoring 大气污染水平监测的数据融合与神经网络结合方法
2009 7th IEEE International Conference on Industrial Informatics Pub Date : 2009-06-23 DOI: 10.1109/INDIN.2009.5195858
J. M. Barrón-Adame, M. G. Cortina-Januchs, A. Vega-Corona, D. Andina, J. S. Martinez-Echevarria
{"title":"Data fusion and neural network combination method for air pollution level monitoring","authors":"J. M. Barrón-Adame, M. G. Cortina-Januchs, A. Vega-Corona, D. Andina, J. S. Martinez-Echevarria","doi":"10.1109/INDIN.2009.5195858","DOIUrl":"https://doi.org/10.1109/INDIN.2009.5195858","url":null,"abstract":"Over the last ten years, Salamanca has been considered among the most polluted cities in México, with the most important air pollutants being SO2 and PM10. Currently, in Salamanca, an Environmental Monitoring Network (EMN) is installed in which time series of criteria pollutants and meteorological variables are obtained. Unfortunately air pollution level is computed in each monitoring station without taking into account those meteorological variables. In this paper, we propose a novel methodology to compute air pollution levels taking the meteorological variables as a decision factor by means of data fusion and neural networks. First, in preprocessing stage two Feature Vectors (FVSO2 and FVPM10 ) are built for each monitoring station. Next, in data fusion stage, a Representative Feature Vector by pollutant (RFVSO2 and RFVPM10 ) is built with the maximum value of the three FVs. Finally, an Artificial Neural Network (ANN) is trained with the RFV in order to classify future environmental situations. Self-Organizing Map (SOM) is the ANN applied. In this paper, time series of pollutant concentrations and meteorological variables are obtained from the EMN. EMN is composed for the three monitoring stations in Salamanca. Data used in this study have approved according to Proaire environmental authority standards.","PeriodicalId":217373,"journal":{"name":"2009 7th IEEE International Conference on Industrial Informatics","volume":"115 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2009-06-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130376454","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
Hypermedia user-interface integration in distribution power systems SCADA 配电系统SCADA中的超媒体用户界面集成
2009 7th IEEE International Conference on Industrial Informatics Pub Date : 2009-06-23 DOI: 10.1109/INDIN.2009.5195792
A. Moreno-Muñoz, José María Flores Arias, A. G. Castro, J. D. L. Rosa
{"title":"Hypermedia user-interface integration in distribution power systems SCADA","authors":"A. Moreno-Muñoz, José María Flores Arias, A. G. Castro, J. D. L. Rosa","doi":"10.1109/INDIN.2009.5195792","DOIUrl":"https://doi.org/10.1109/INDIN.2009.5195792","url":null,"abstract":"Operators and management will need an increase amount of intelligent support from power system SCADA to cope with the retrieval, filtering and interpretation of the relevant data, prior to defining the multi-process control tasks. Some examples of these tasks include optimal power flows, available transmission capacity, and transfer cost analyses. The management of the power grid data can be optimized by the hypermedia paradigm, which provides optimal support for many lifecycle phases of a system: commissioning, operator training, operation, and maintenance, to list a few. This paper focuses on the human-computer interaction (HCI) issues and provides hypermedia user-interface design guidelines for power applications.","PeriodicalId":217373,"journal":{"name":"2009 7th IEEE International Conference on Industrial Informatics","volume":"37 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2009-06-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129135113","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
Comparison of Brans Promethee multicriteria decision method and Promethee modified by authors for the optimization of an erosion control integral plan in Chaco area in Salta province (Argentine) Brans Promethee多准则决策方法与改进Promethee方法在阿根廷萨尔塔省查科地区水土流失综合治理方案优化中的比较
2009 7th IEEE International Conference on Industrial Informatics Pub Date : 2009-06-23 DOI: 10.1109/INDIN.2009.5195857
J. Grau, J. M. Antón, F. Colombo, L. D. L. Rios, J. M. Cisneros, A. Tarquis
{"title":"Comparison of Brans Promethee multicriteria decision method and Promethee modified by authors for the optimization of an erosion control integral plan in Chaco area in Salta province (Argentine)","authors":"J. Grau, J. M. Antón, F. Colombo, L. D. L. Rios, J. M. Cisneros, A. Tarquis","doi":"10.1109/INDIN.2009.5195857","DOIUrl":"https://doi.org/10.1109/INDIN.2009.5195857","url":null,"abstract":"Chaco area is situated in the Province of Salta at North West of Argentine. The desertification is a big problem. In order to mitigate the problem it is necessary to take into account not only pedologic criteria but the economical, environmental, cultural and sociological criteria. Six sub zones have been established following previous studies. Eight criteria and six alternatives have been introduced in the model. Following the results of the study carried out by a collaborative project between UPM and UCS financed by AECID (1) were established several initial matrix. Brans Promethee Multicriteria Decision Method (MCDM) was applied and the authors modified that method introducing weights like in Electre Method.","PeriodicalId":217373,"journal":{"name":"2009 7th IEEE International Conference on Industrial Informatics","volume":"451 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2009-06-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123363159","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
MDAI: Model based design in automobile industry 基于模型的汽车工业设计
2009 7th IEEE International Conference on Industrial Informatics Pub Date : 2009-06-23 DOI: 10.1109/INDIN.2009.5195843
J. Ferreira
{"title":"MDAI: Model based design in automobile industry","authors":"J. Ferreira","doi":"10.1109/INDIN.2009.5195843","DOIUrl":"https://doi.org/10.1109/INDIN.2009.5195843","url":null,"abstract":"It is proposed a new approach based on a methodology, assisted by a tool, to create new products in the automobile industry based on previous defined processes and experiences inspired on a set of best practices or principles: it is based on high-level models or specifications; it is component-based architecture centric; it is based on generative programming techniques. This approach follows in essence the MDA (Model Driven Architecture) philosophy with some specific characteristics. We propose a repository that keeps related information, such as models, applications, design information, generated artifacts and even information concerning the development process itself (e.g., generation steps, tests and integration milestones). Generically, this methodology receives the users' requirements to a new product (e.g., functional, non-functional, product specification) as its main inputs and produces a set of artifacts (e.g., design parts, process validation output) as its main output, that will be integrated in the engineer design tool (e.g. CAD system) facilitating the work.","PeriodicalId":217373,"journal":{"name":"2009 7th IEEE International Conference on Industrial Informatics","volume":"272 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2009-06-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115964550","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
Integration of heterogeneous engineering environments for the automation systems lifecycle 自动化系统生命周期异构工程环境的集成
2009 7th IEEE International Conference on Industrial Informatics Pub Date : 2009-06-23 DOI: 10.1109/INDIN.2009.5195867
S. Biffl, Alexander Schatten, Alois Zoitl
{"title":"Integration of heterogeneous engineering environments for the automation systems lifecycle","authors":"S. Biffl, Alexander Schatten, Alois Zoitl","doi":"10.1109/INDIN.2009.5195867","DOIUrl":"https://doi.org/10.1109/INDIN.2009.5195867","url":null,"abstract":"Production systems will become increasingly complex to handle flexible business processes and systems. Engineering systems and tools from several sources have to cooperate for building agile component-based systems. While there are approaches for the technical integration of component-based industrial automation systems, there is only little work on the effective and efficient integration of engineering tools and systems along the automation systems lifecycle. In this paper we introduce the concept of the “Automation Service Bus” (ASB) based on technical and semantic integration concepts for general software engineering tools and systems. Based on real-world use cases from automation systems engineering we discuss the state of the art, innovation benefits and limitations of the ASB concept, and derive research issues for further work.","PeriodicalId":217373,"journal":{"name":"2009 7th IEEE International Conference on Industrial Informatics","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2009-06-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134205502","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: 89
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