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2012 IEEE International Conference on Industrial Technology最新文献

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Confirmation-based routing for convergent traffic intended for urban networks 用于城市网络的汇聚流量的基于确认的路由
2012 IEEE International Conference on Industrial Technology Pub Date : 2012-03-19 DOI: 10.1109/ICIT.2012.6210069
R. P. Pantoni, D. Brandão
{"title":"Confirmation-based routing for convergent traffic intended for urban networks","authors":"R. P. Pantoni, D. Brandão","doi":"10.1109/ICIT.2012.6210069","DOIUrl":"https://doi.org/10.1109/ICIT.2012.6210069","url":null,"abstract":"Routing for wireless sensor networks based on Gradient is a simple, reliable solution resulting in low information costs for the network package as well as for the node itself. It is used for convergent traffic, where sensor nodes send messages to the sink node. Due to message transmission failures inherent to wireless sensor networks, researches in this area agree that point-to-point message confirmation in these networks is essential. This work proposes solutions for routing based on Gradient using a confirmation mechanism, where three protocol variations are evaluated for sensor networks applications in order to monitor and control electrical variables. Results demonstrate that the protocol has a satisfactory package delivery rate in severe conditions. Furthermore, results show in which situations each routing protocol variation better suits the target application.","PeriodicalId":365141,"journal":{"name":"2012 IEEE International Conference on Industrial Technology","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-03-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124673699","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
Multiport converter with integrated energy storage for hydrogen buffer interfacing with renewable energy systems 用于氢气缓冲与可再生能源系统接口的集成储能多端口转换器
2012 IEEE International Conference on Industrial Technology Pub Date : 2012-03-19 DOI: 10.1109/ICIT.2012.6209943
A. Andrijanovitš, A. Blinov, O. Husev, D. Vinnikov
{"title":"Multiport converter with integrated energy storage for hydrogen buffer interfacing with renewable energy systems","authors":"A. Andrijanovitš, A. Blinov, O. Husev, D. Vinnikov","doi":"10.1109/ICIT.2012.6209943","DOIUrl":"https://doi.org/10.1109/ICIT.2012.6209943","url":null,"abstract":"This paper presents a new integrated (multiport) DC/DC converter for hydrogen-based energy storages. As compared to traditional individual converter based solutions, for interfacing of an electrolyzer and a fuel cell, the proposed topology features reduced energy conversion stages. In order to improve the response time of the hydrogen buffer the battery was integrated to the interface converter with no need for an extra charging/discharging circuit. The paper analyzes and discusses the operating principle of the new converter and provides some design guidelines. Finally, theoretical background is experimentally verified.","PeriodicalId":365141,"journal":{"name":"2012 IEEE International Conference on Industrial Technology","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-03-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122311287","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
A comparison of support vector machines and artificial neural networks for mid-term load forecasting 中期负荷预测中支持向量机与人工神经网络的比较
2012 IEEE International Conference on Industrial Technology Pub Date : 2012-03-19 DOI: 10.1109/ICIT.2012.6209920
Xinxing Pan, B. Lee
{"title":"A comparison of support vector machines and artificial neural networks for mid-term load forecasting","authors":"Xinxing Pan, B. Lee","doi":"10.1109/ICIT.2012.6209920","DOIUrl":"https://doi.org/10.1109/ICIT.2012.6209920","url":null,"abstract":"Load forecasting plays a very important role in building out the smart grid, and attracts the attention of not only the researchers and engineers, but also governments. The classical method for load forecasting is to use artificial neural networks (ANN). Recently the use of support vector machines (SVM) has emerged as a hot research topic for load forecasting. In this study, in which several different experiments are executed, to compare the use of SVM and ANN for mid-term load forecasting is presented. The forecasting is mainly performed for the electrical daily load in one year. Based on the results from the experiments, a comparison between different internal ANN algorithms as well as the comparison between ANN itself and SVM is discussed, and the merits of each approach described. Also, how much effect the factors like weather and type of day have for the load prediction is analyzed.","PeriodicalId":365141,"journal":{"name":"2012 IEEE International Conference on Industrial Technology","volume":"29 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-03-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121086396","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: 34
An ADALINE neural network with truncated momentum for system identification of linear time varying systems 线性时变系统辨识的截断动量ADALINE神经网络
2012 IEEE International Conference on Industrial Technology Pub Date : 2012-03-19 DOI: 10.1109/ICIT.2012.6209953
J. H. Kim, Wenle Zhang, Seung-Ki Ryu, Yoon-Seuk Oh
{"title":"An ADALINE neural network with truncated momentum for system identification of linear time varying systems","authors":"J. H. Kim, Wenle Zhang, Seung-Ki Ryu, Yoon-Seuk Oh","doi":"10.1109/ICIT.2012.6209953","DOIUrl":"https://doi.org/10.1109/ICIT.2012.6209953","url":null,"abstract":"This paper presents a new version of online identification method for linear time varying systems based on the ADaptive LINear Element - ADALINE (Widrow and Lehr, 1990 ) neural network with a truncated momentum term added for the purpose of reducing fluctuation while sudden parameter change happens thus offers a smoother transition in tracking the parameter. It is well known ADALINE is slow in convergence which is not appropriate for online application and identification of time varying system. To speed up convergence of learning and thus increase the capability of tracking time varying system parameters, our previous work added a momentum term to the weight adjustment. While the momentum does speed up convergence, it also shows over-shooting or oscillating and also tracks noise closely. To help to reduce this effect, we propose a truncated version of the momentum term to track variable parameters better and track noise less. Simulation results show that the proposed method provides indeed fast yet smoother convergence and better tracking of time varying parameters.","PeriodicalId":365141,"journal":{"name":"2012 IEEE International Conference on Industrial Technology","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-03-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129999242","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
Parameter estimation and iterative set-point optimization of Continuous Annular Electrochromatography 连续环形电色谱参数估计及迭代设定点优化
2012 IEEE International Conference on Industrial Technology Pub Date : 2012-03-19 DOI: 10.1109/ICIT.2012.6209944
M. Behrens, Y. Yu, S. Engell
{"title":"Parameter estimation and iterative set-point optimization of Continuous Annular Electrochromatography","authors":"M. Behrens, Y. Yu, S. Engell","doi":"10.1109/ICIT.2012.6209944","DOIUrl":"https://doi.org/10.1109/ICIT.2012.6209944","url":null,"abstract":"Continuous Annular Electro-Chromatography (CAEC) is a novel high performance continuous separation process for high value substances. It results from the combination of the two techniques of (capillary) electro-chromatography and annular chromatography. We describe an iterative online optimization scheme for this process based upon chromatograms measured at one fixed location at the outlet. A parameter identification step is incorporated into the iterative optimization to reduce the plant/model mismatch. Selected model parameters are updated by identifying a 1D batch column model from the measured data and the parameters are used in a 2D model of the annular process. The optimization is based upon the 2D model of the apparatus and the gradient modification technique that has been proposed for the optimization of batch chromatography by Gao and Engell [1].","PeriodicalId":365141,"journal":{"name":"2012 IEEE International Conference on Industrial Technology","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-03-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129452563","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
Adaptive manufacturing utilizing ontology-driven multi-agent systems: Extending Pabadis' Promise approach 利用本体驱动的多智能体系统的自适应制造:扩展Pabadis的承诺方法
2012 IEEE International Conference on Industrial Technology Pub Date : 2012-03-19 DOI: 10.1109/ICIT.2012.6209911
C. Alexakos, M. Georgoudakis, A. Kalogeras, S. Likothanassis
{"title":"Adaptive manufacturing utilizing ontology-driven multi-agent systems: Extending Pabadis' Promise approach","authors":"C. Alexakos, M. Georgoudakis, A. Kalogeras, S. Likothanassis","doi":"10.1109/ICIT.2012.6209911","DOIUrl":"https://doi.org/10.1109/ICIT.2012.6209911","url":null,"abstract":"Modern manufacturing demands automation control systems providing high level of distribution and adaptivity. In this context, the utilization of multi-agent systems for the decentralization of production processes has drawn a lot of attention. Furthermore, the diversity and heterogeneity of the involved systems encourage the utilization of ontology based solutions in order to provide information integration taking into account semantics. The Pabadis' Promise approach introduces a scalable multi-agent system utilizing ontology semantics in order to control the production process from the order placement down to the manufacturing environment. This paper presents a framework for designing and implementing ontology-driven multi-agent systems for adaptive manufacturing, extending the main principles and architecture of Pabadis'Promise system.","PeriodicalId":365141,"journal":{"name":"2012 IEEE International Conference on Industrial Technology","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-03-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133563321","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
Solar irradiation forecasting using RBF networks for PV systems with storage 基于RBF网络的储能光伏系统太阳辐射预测
2012 IEEE International Conference on Industrial Technology Pub Date : 2012-03-19 DOI: 10.1109/ICIT.2012.6210020
L. Ciabattoni, G. Ippoliti, S. Longhi, M. Cavalletti, M. Rocchetti
{"title":"Solar irradiation forecasting using RBF networks for PV systems with storage","authors":"L. Ciabattoni, G. Ippoliti, S. Longhi, M. Cavalletti, M. Rocchetti","doi":"10.1109/ICIT.2012.6210020","DOIUrl":"https://doi.org/10.1109/ICIT.2012.6210020","url":null,"abstract":"In this paper a Radial Basis Function (RBF) neural network is proposed to obtain the 24-hr forecast of the solar irradiation on the horizontal plane in the city of Ancona, Italy. This information is used to estimate the production of a PhotoVoltaic (PV) plant in order to provide the 'Gestore dei Servizi Energetici' (the main italian provider of energy services) with the power production profile of the next day. The company Energy Resources SPA has experimentally tested the proposed solution by a 14 KWp PV plant and a lithium battery pack. The battery pack is used to store the exceding power produced or to supply the lack of power compared with the reference.","PeriodicalId":365141,"journal":{"name":"2012 IEEE International Conference on Industrial Technology","volume":"52 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-03-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114871531","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: 34
Model based test case generation for distributed embedded systems 分布式嵌入式系统基于模型的测试用例生成
2012 IEEE International Conference on Industrial Technology Pub Date : 2012-03-19 DOI: 10.1109/ICIT.2012.6210013
V. Chimisliu, F. Wotawa
{"title":"Model based test case generation for distributed embedded systems","authors":"V. Chimisliu, F. Wotawa","doi":"10.1109/ICIT.2012.6210013","DOIUrl":"https://doi.org/10.1109/ICIT.2012.6210013","url":null,"abstract":"As test case creation activities consume an increasing amount of resources allocated to software development projects, the need to automate this task as much as possible becomes more and more stringent. In this article we report on the application of academic test case generation tools in an industrial context. We present an approach to generate test cases from reactive distributed systems specified as asynchronously communicating UML statecharts. We employ two approaches for the generation process. The first one is fully automated and generates test cases aimed at transition coverage. The second one requires the intervention of the tester in order to annotate states and/or transitions partially describing a test scenario. It is the job of the tool to compute test cases pertaining to the specified test scenario.","PeriodicalId":365141,"journal":{"name":"2012 IEEE International Conference on Industrial Technology","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-03-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114432536","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: 13
Design and implementation of a home and building gateway with integration of nonintrusive load monitoring meters 集成非侵入式负荷监测仪表的家庭和楼宇网关的设计与实现
2012 IEEE International Conference on Industrial Technology Pub Date : 2012-03-19 DOI: 10.1109/ICIT.2012.6209929
Ming-Chun Lin, Yung-Chi Chen, Shiao-Li Tsao, Wenshiang Tang
{"title":"Design and implementation of a home and building gateway with integration of nonintrusive load monitoring meters","authors":"Ming-Chun Lin, Yung-Chi Chen, Shiao-Li Tsao, Wenshiang Tang","doi":"10.1109/ICIT.2012.6209929","DOIUrl":"https://doi.org/10.1109/ICIT.2012.6209929","url":null,"abstract":"Home and building automation system is proposed not only for improving user comfort and safety but also for energy management of a house and building. However, conventional home and building automation system may not know detailed information of appliances and appliance states in a house and building so that some advanced services might not be able to provide. In this study, we integrate nonintrusive load monitoring (NILM) meters with a gateway so that the gateway can understand the power consumptions of appliances in a house and building and provide detailed information of appliances and their states. We design and implement the proposed gateway based on Open Service Gateway Initiative (OSGi) framework with the integration of NILM smart meters, sensors and actuators. Based on this infrastructure, we then present a data mining and event association algorithm to establish the relationships between appliances, sensors and actuators. The association and relationship information can be used to identify appropriate smart home and building services to specific houses and buildings, to locate appliances in a particular room and area, and to help an NILM system to collect the signatures of unknown appliances. Our prototype system demonstrates that the functionalities of a gateway and its services for a smart home and building can be significantly improved by integrating NILM meters.","PeriodicalId":365141,"journal":{"name":"2012 IEEE International Conference on Industrial Technology","volume":"50 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-03-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132178137","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
Minimization of charge sharing effect in silicon hybrid pixel X-ray detectors based on pattern recognition algorithm 基于模式识别算法的硅混合像素x射线探测器电荷共享效应最小化
2012 IEEE International Conference on Industrial Technology Pub Date : 2012-03-19 DOI: 10.1109/ICIT.2012.6209996
P. Maj, A. Baumbaugh, G. Deptuch, P. Grybos, R. Szczygiel
{"title":"Minimization of charge sharing effect in silicon hybrid pixel X-ray detectors based on pattern recognition algorithm","authors":"P. Maj, A. Baumbaugh, G. Deptuch, P. Grybos, R. Szczygiel","doi":"10.1109/ICIT.2012.6209996","DOIUrl":"https://doi.org/10.1109/ICIT.2012.6209996","url":null,"abstract":"Hybrid pixel detectors are becoming a standard in modern fast X-ray imaging for material science, physics and medicine. However, charge sharing effect is the main limitation in increasing position resolution of these systems and also for using them for spectroscopy applications. In this paper we present novel algorithms which allow proper hit allocation even in the case of charge sharing and which can easily be implemented in an integrated circuit using submicron technology. In our simulation we take into account both the spread of the charge in the detector as well as the expected noise and mismatch in the readout electronics. The simulation was performed for the pixel size 80 μm × 80 μm, for the input referred noise ranged from 75 e- rms to 150 e- rms and the charge deposited in the detector from 1100 e- to 6600 e-, which are typical values for soft X-rays.","PeriodicalId":365141,"journal":{"name":"2012 IEEE International Conference on Industrial Technology","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-03-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128212109","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
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