Pub Date : 2017-07-01DOI: 10.1109/INDIN.2017.8104753
D. Kulikov, Evgeniy Yablochnikov, Artem Vostropyatov, Aleksandr Arnst
The report sets out the methodology of computer-aided design of operating the workpiece (OW), a concept which is: use the added solids, CAD-electronic system of geometric models of OW in parallel with the establishment of parametric models of OW, built-in CAD macro system for calculating operational sizes and the use of a single informational space. The implementation of methods allows you to increase the level of automation in the designing of technological processes and increase the quality of technological processes.
{"title":"Method of automated design of operating the workpieces in a CAD system environment","authors":"D. Kulikov, Evgeniy Yablochnikov, Artem Vostropyatov, Aleksandr Arnst","doi":"10.1109/INDIN.2017.8104753","DOIUrl":"https://doi.org/10.1109/INDIN.2017.8104753","url":null,"abstract":"The report sets out the methodology of computer-aided design of operating the workpiece (OW), a concept which is: use the added solids, CAD-electronic system of geometric models of OW in parallel with the establishment of parametric models of OW, built-in CAD macro system for calculating operational sizes and the use of a single informational space. The implementation of methods allows you to increase the level of automation in the designing of technological processes and increase the quality of technological processes.","PeriodicalId":6595,"journal":{"name":"2017 IEEE 15th International Conference on Industrial Informatics (INDIN)","volume":"118 1","pages":"96-102"},"PeriodicalIF":0.0,"publicationDate":"2017-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86200165","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}
Pub Date : 2017-07-01DOI: 10.1109/INDIN.2017.8104921
Taweesak Kuhamanee, Nattaphon Talmongkol, Krit Chaisuriyakul, W. San-Um, Noppadon Pongpisuttinun, S. Pongyupinpanich
This paper presents an analysis of sentiment of foreign tourists to Bangkok, Thailand, using data mining approach through online social networks. The objective is to acquire information on sentiment of foreign tourists in order to improve and foster tourism industry of Bangkok. This paper has retrieved 10,000 datasets from Twitter in 2017. Such datasets were tokenized and filtered in order to obtain sentiment English words. Subsequently, the sentiment English words were purposely classified into five categories of visiting Bangkok, involving (i) Traveling, (ii) Business, (iii) Visiting Family, (iv) Education, and (v) Health and Treatments. It has revealed that the traveling purpose has the highest percentage of 71.93% followed by business and visiting family. Therefore, the sentiment of foreign tourists to traveling in Bangkok was analyzed through four approaches, i.e. (i) Decision Tree, (ii) Naïve Bayes, (iii) Support Vector Machine (SVM), and (iv) Artificial Neural Network (ANN), using RapidMiner Studio7.4. The results have shown that the foreign tourists visit in Bangkok mostly for nightlife activity, Thai culture, and shopping with percentages of 65.54%, 16.07%, and 13.61%, respectively, meanwhile temple and historical sites, Thai cuisine, and nature are not significant. The accuracy of sentiment analysis approaches of Decision Tree, Naïve Bayes, SVM, and ANN are 79.83%, 55.66%, 80.11%, and 80.33%, respectively. Based upon ANN approach that provides the highest accuracy, the positive sentiments were found to be a visit for nightlife activity, temple and historical sites, Thai cuisine, and nature. On the other hand, the negative sentiment was Thai culture while shopping is relatively neutral. This paper therefore suggests an acceleration of nightlife activity of Bangkok in order to foster tourism industry of Bangkok.
{"title":"Sentiment analysis of foreign tourists to Bangkok using data mining through online social network","authors":"Taweesak Kuhamanee, Nattaphon Talmongkol, Krit Chaisuriyakul, W. San-Um, Noppadon Pongpisuttinun, S. Pongyupinpanich","doi":"10.1109/INDIN.2017.8104921","DOIUrl":"https://doi.org/10.1109/INDIN.2017.8104921","url":null,"abstract":"This paper presents an analysis of sentiment of foreign tourists to Bangkok, Thailand, using data mining approach through online social networks. The objective is to acquire information on sentiment of foreign tourists in order to improve and foster tourism industry of Bangkok. This paper has retrieved 10,000 datasets from Twitter in 2017. Such datasets were tokenized and filtered in order to obtain sentiment English words. Subsequently, the sentiment English words were purposely classified into five categories of visiting Bangkok, involving (i) Traveling, (ii) Business, (iii) Visiting Family, (iv) Education, and (v) Health and Treatments. It has revealed that the traveling purpose has the highest percentage of 71.93% followed by business and visiting family. Therefore, the sentiment of foreign tourists to traveling in Bangkok was analyzed through four approaches, i.e. (i) Decision Tree, (ii) Naïve Bayes, (iii) Support Vector Machine (SVM), and (iv) Artificial Neural Network (ANN), using RapidMiner Studio7.4. The results have shown that the foreign tourists visit in Bangkok mostly for nightlife activity, Thai culture, and shopping with percentages of 65.54%, 16.07%, and 13.61%, respectively, meanwhile temple and historical sites, Thai cuisine, and nature are not significant. The accuracy of sentiment analysis approaches of Decision Tree, Naïve Bayes, SVM, and ANN are 79.83%, 55.66%, 80.11%, and 80.33%, respectively. Based upon ANN approach that provides the highest accuracy, the positive sentiments were found to be a visit for nightlife activity, temple and historical sites, Thai cuisine, and nature. On the other hand, the negative sentiment was Thai culture while shopping is relatively neutral. This paper therefore suggests an acceleration of nightlife activity of Bangkok in order to foster tourism industry of Bangkok.","PeriodicalId":6595,"journal":{"name":"2017 IEEE 15th International Conference on Industrial Informatics (INDIN)","volume":"89 1","pages":"1068-1073"},"PeriodicalIF":0.0,"publicationDate":"2017-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85984162","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}
Pub Date : 2017-07-01DOI: 10.1109/INDIN.2017.8104769
Nabil Zerrouki, F. Harrou, Ying Sun, A. Houacine
This paper presents a computer vision-based methodology for human action recognition. First, the shape based pose features are constructed based on area ratios to identify the human silhouette in images. The proposed features are invariance to translation and scaling. Once the human body features are extracted from videos, different human actions are learned individually on the training frames of each class. Then, we apply the Adaboost algorithm for the classification process. We assessed the proposed approach using the UR Fall Detection dataset. In this study six classes of activities are considered namely: walking, standing, bending, lying, squatting, and sitting. Results demonstrate the efficiency of the proposed methodology.
{"title":"Adaboost-based algorithm for human action recognition","authors":"Nabil Zerrouki, F. Harrou, Ying Sun, A. Houacine","doi":"10.1109/INDIN.2017.8104769","DOIUrl":"https://doi.org/10.1109/INDIN.2017.8104769","url":null,"abstract":"This paper presents a computer vision-based methodology for human action recognition. First, the shape based pose features are constructed based on area ratios to identify the human silhouette in images. The proposed features are invariance to translation and scaling. Once the human body features are extracted from videos, different human actions are learned individually on the training frames of each class. Then, we apply the Adaboost algorithm for the classification process. We assessed the proposed approach using the UR Fall Detection dataset. In this study six classes of activities are considered namely: walking, standing, bending, lying, squatting, and sitting. Results demonstrate the efficiency of the proposed methodology.","PeriodicalId":6595,"journal":{"name":"2017 IEEE 15th International Conference on Industrial Informatics (INDIN)","volume":"28 1","pages":"189-193"},"PeriodicalIF":0.0,"publicationDate":"2017-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82321006","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}
Pub Date : 2017-07-01DOI: 10.1109/INDIN.2017.8104863
A. Roque, Charles Steinmetz, E. P. Freitas, C. Pereira
Faults in industrial communication protocols represent an important problem for industrial systems as they may lead to severe losses. Observing the need for approaches to deal with this type of problem, this paper studies reliability aspects related to industrial communication protocols and the modeling of possible communication faults. The work proposes a requirements specification based on aspect-oriented concepts to map and model common faults in design phases of embedded systems. A model integrating fault modeling in communication protocols extending the Real-Time From Requirements to Design using Aspects (RT-FRIDA) framework is presented. A case study on vehicular networks was conducted considering the nonfunctional requirements specification of an Active Suspension System. Then, a sequence of fault requirements based in recent studies is modeled and presented to validate the proposed approach. The main contribution of this work is to enable the use of fault modeling in communication protocols and aspect-oriented modeling techniques to mitigate the fault impact in the timing behavior of critical tasks. This study indicates the use of observers' technique modeled to fault diagnosis, so that they can be aggregated into a real-time control system.
{"title":"Modeling faults in communication protocols based on an aspect-oriented method","authors":"A. Roque, Charles Steinmetz, E. P. Freitas, C. Pereira","doi":"10.1109/INDIN.2017.8104863","DOIUrl":"https://doi.org/10.1109/INDIN.2017.8104863","url":null,"abstract":"Faults in industrial communication protocols represent an important problem for industrial systems as they may lead to severe losses. Observing the need for approaches to deal with this type of problem, this paper studies reliability aspects related to industrial communication protocols and the modeling of possible communication faults. The work proposes a requirements specification based on aspect-oriented concepts to map and model common faults in design phases of embedded systems. A model integrating fault modeling in communication protocols extending the Real-Time From Requirements to Design using Aspects (RT-FRIDA) framework is presented. A case study on vehicular networks was conducted considering the nonfunctional requirements specification of an Active Suspension System. Then, a sequence of fault requirements based in recent studies is modeled and presented to validate the proposed approach. The main contribution of this work is to enable the use of fault modeling in communication protocols and aspect-oriented modeling techniques to mitigate the fault impact in the timing behavior of critical tasks. This study indicates the use of observers' technique modeled to fault diagnosis, so that they can be aggregated into a real-time control system.","PeriodicalId":6595,"journal":{"name":"2017 IEEE 15th International Conference on Industrial Informatics (INDIN)","volume":"42 1","pages":"732-737"},"PeriodicalIF":0.0,"publicationDate":"2017-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90625486","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}
Pub Date : 2017-07-01DOI: 10.1109/INDIN.2017.8104752
Erik Wassermann, A. Fay
Multi-agent systems (MAS) are a promising technology for solving the challenges posed by the trend towards increasing digitalization — Industrie 4.0, Industrial Internet of Things, Cyber-Physical Systems or Smart Grids. In spite of this promise and many showcases and prototypes, multi-agent systems are not widely applied in industry nowadays. Reasons for this are for example lacking trust in the technology and special demand for safety and security in these domains. To address these topics, the Levels of Conceptual Interoperability Model is applied on heterogeneous multi-agent systems. Additionally interoperability rules are introduced for enhancing the interoperability of MAS. It is further outlined how such rules can be used for unit testing single agents and for runtime verification.
{"title":"Interoperability rules for heterogenous multi-agent systems: Levels of conceptual interoperability model applied for multi-agent systems","authors":"Erik Wassermann, A. Fay","doi":"10.1109/INDIN.2017.8104752","DOIUrl":"https://doi.org/10.1109/INDIN.2017.8104752","url":null,"abstract":"Multi-agent systems (MAS) are a promising technology for solving the challenges posed by the trend towards increasing digitalization — Industrie 4.0, Industrial Internet of Things, Cyber-Physical Systems or Smart Grids. In spite of this promise and many showcases and prototypes, multi-agent systems are not widely applied in industry nowadays. Reasons for this are for example lacking trust in the technology and special demand for safety and security in these domains. To address these topics, the Levels of Conceptual Interoperability Model is applied on heterogeneous multi-agent systems. Additionally interoperability rules are introduced for enhancing the interoperability of MAS. It is further outlined how such rules can be used for unit testing single agents and for runtime verification.","PeriodicalId":6595,"journal":{"name":"2017 IEEE 15th International Conference on Industrial Informatics (INDIN)","volume":"4 1","pages":"89-95"},"PeriodicalIF":0.0,"publicationDate":"2017-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85467736","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}
Pub Date : 2017-07-01DOI: 10.1109/INDIN.2017.8104859
A. Voinov, Chen-Wei Yang, V. Vyatkin
This paper presents an automatic software generation method for energy distribution automation. The method uses the distribution network structure represented in SCL format of the IEC 61850 standard and generates complete executable applications compliant with the IEC 61499 standard. Each equipment element is based on the componentized MVC design pattern and can be executed on a distributed network of HMI and control devices. The challenges solved in this work include design and automatic generation of a library of substation equipment elements according to the MVC design pattern and secondly, automatic generation of SCADA HMI based on the IEC 61850 specification. The design process is demonstrated in a laboratory case study.
{"title":"Automatic generation of function block systems implementing HMI for energy distribution automation","authors":"A. Voinov, Chen-Wei Yang, V. Vyatkin","doi":"10.1109/INDIN.2017.8104859","DOIUrl":"https://doi.org/10.1109/INDIN.2017.8104859","url":null,"abstract":"This paper presents an automatic software generation method for energy distribution automation. The method uses the distribution network structure represented in SCL format of the IEC 61850 standard and generates complete executable applications compliant with the IEC 61499 standard. Each equipment element is based on the componentized MVC design pattern and can be executed on a distributed network of HMI and control devices. The challenges solved in this work include design and automatic generation of a library of substation equipment elements according to the MVC design pattern and secondly, automatic generation of SCADA HMI based on the IEC 61850 specification. The design process is demonstrated in a laboratory case study.","PeriodicalId":6595,"journal":{"name":"2017 IEEE 15th International Conference on Industrial Informatics (INDIN)","volume":"126 1","pages":"706-713"},"PeriodicalIF":0.0,"publicationDate":"2017-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87888964","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}
Pub Date : 2017-07-01DOI: 10.1109/INDIN.2017.8104849
Nadra Tabassam, R. Obermaisser
Active diagnosis in real time embedded computer systems increases the overall reliability of the system by performing error detection and fault recovery. Real time databases and diagnostic queries are a common solution to realize active diagnosis. This paper presents a technique to optimize the diagnostic queries in a fault tolerant real time embedded system. A directed graph called the DMG (Diagnostic Multi-query Graph) based on the diagnostic symptoms and features is the input to the query optimization module for the processing of each query within a short worst case execution time. The diagnostic inference process is temporally and spatially decomposed by introducing intermediate inference steps called symptoms. These symptoms and diagnostic features extracted from the DMG are stored in an embedded database created in a Pervasive SQL server. The query execution is based on periods and each query node of the DMG has to finish within its time bound which is worst case execution time of the query. At first the estimated worst case execution time for each diagnostic query is calculated. After that the algorithm optimizes the diagnostic query using a class based query categorization technique. The access method for each query is selected on the basis of its type. For join queries the most optimized join order is calculated by estimating the selectivity factor based on the number of tuples present in each join order. Results presented in this context show that the diagnostic queries are optimized effectively and their estimated worst case execution time is minimized.
{"title":"Class-based query-optimization for minimizing worst-case execution times of diagnostic queries in embedded real-time systems","authors":"Nadra Tabassam, R. Obermaisser","doi":"10.1109/INDIN.2017.8104849","DOIUrl":"https://doi.org/10.1109/INDIN.2017.8104849","url":null,"abstract":"Active diagnosis in real time embedded computer systems increases the overall reliability of the system by performing error detection and fault recovery. Real time databases and diagnostic queries are a common solution to realize active diagnosis. This paper presents a technique to optimize the diagnostic queries in a fault tolerant real time embedded system. A directed graph called the DMG (Diagnostic Multi-query Graph) based on the diagnostic symptoms and features is the input to the query optimization module for the processing of each query within a short worst case execution time. The diagnostic inference process is temporally and spatially decomposed by introducing intermediate inference steps called symptoms. These symptoms and diagnostic features extracted from the DMG are stored in an embedded database created in a Pervasive SQL server. The query execution is based on periods and each query node of the DMG has to finish within its time bound which is worst case execution time of the query. At first the estimated worst case execution time for each diagnostic query is calculated. After that the algorithm optimizes the diagnostic query using a class based query categorization technique. The access method for each query is selected on the basis of its type. For join queries the most optimized join order is calculated by estimating the selectivity factor based on the number of tuples present in each join order. Results presented in this context show that the diagnostic queries are optimized effectively and their estimated worst case execution time is minimized.","PeriodicalId":6595,"journal":{"name":"2017 IEEE 15th International Conference on Industrial Informatics (INDIN)","volume":"50 2 1","pages":"653-658"},"PeriodicalIF":0.0,"publicationDate":"2017-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90992675","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}
Pub Date : 2017-07-01DOI: 10.1109/INDIN.2017.8104812
M. Nuschke
In recent years an increasing interest in power systems with a more decentralized grid control in terms of a cell oriented grid structure or microgrids can be observed. Therefore, new control and operation control strategies have to be developed to fulfil different requirements. The overall focus in this paper is the development, implementation and test of an operation control for black start and islanding condition in a microgrid (MG) as a technical feasibility study. Therefore, two different modes for power-sharing among the decentralised energy resources (DER) have been developed. Furthermore, the dependence of operation time on different factors such as the initial battery charge level, intermittent nature of renewable energy sources, load level and the blackout occurrence time has been investigated.
{"title":"Development of a microgrid controller for black start procedure and islanding operation","authors":"M. Nuschke","doi":"10.1109/INDIN.2017.8104812","DOIUrl":"https://doi.org/10.1109/INDIN.2017.8104812","url":null,"abstract":"In recent years an increasing interest in power systems with a more decentralized grid control in terms of a cell oriented grid structure or microgrids can be observed. Therefore, new control and operation control strategies have to be developed to fulfil different requirements. The overall focus in this paper is the development, implementation and test of an operation control for black start and islanding condition in a microgrid (MG) as a technical feasibility study. Therefore, two different modes for power-sharing among the decentralised energy resources (DER) have been developed. Furthermore, the dependence of operation time on different factors such as the initial battery charge level, intermittent nature of renewable energy sources, load level and the blackout occurrence time has been investigated.","PeriodicalId":6595,"journal":{"name":"2017 IEEE 15th International Conference on Industrial Informatics (INDIN)","volume":"48 4","pages":"439-444"},"PeriodicalIF":0.0,"publicationDate":"2017-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"91498289","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}
Pub Date : 2017-07-01DOI: 10.1109/INDIN.2017.8104806
Michael Sollfrank, Mina Fahimi Pirehgalin, B. Vogel‐Heuser
In the last decades, Networked Control Systems (NCS) has become a key aspect in different application domains of mechatronic technology (e.g. automotive, railway and industrial automation). This NCS consist of several control nodes equipped with sensors and actuators, which fulfill the specified control tasks and are interconnected by bus systems for realizing an efficient I/O communication between the end nodes and the controlling units. For some applications in these industries, where harm for human life is at risk by actions of the technical system, an architecture involving functional safety is mandatory (e.g. for certification). The development of today's mechatronic systems is widely supported by model-based engineering and design. Yet a model approach and modeling notation framework for designing the architecture of NCS in a functional safe manner is still lacking. In this paper, a notation is introduced describing the architecture, the time behavior and the safety requirements of such NCS. A Human-Robot-Collaboration system with safety aspects is proposed to evaluate the notation as a case study.
{"title":"Integration of safety aspects in modeling of Networked Control Systems","authors":"Michael Sollfrank, Mina Fahimi Pirehgalin, B. Vogel‐Heuser","doi":"10.1109/INDIN.2017.8104806","DOIUrl":"https://doi.org/10.1109/INDIN.2017.8104806","url":null,"abstract":"In the last decades, Networked Control Systems (NCS) has become a key aspect in different application domains of mechatronic technology (e.g. automotive, railway and industrial automation). This NCS consist of several control nodes equipped with sensors and actuators, which fulfill the specified control tasks and are interconnected by bus systems for realizing an efficient I/O communication between the end nodes and the controlling units. For some applications in these industries, where harm for human life is at risk by actions of the technical system, an architecture involving functional safety is mandatory (e.g. for certification). The development of today's mechatronic systems is widely supported by model-based engineering and design. Yet a model approach and modeling notation framework for designing the architecture of NCS in a functional safe manner is still lacking. In this paper, a notation is introduced describing the architecture, the time behavior and the safety requirements of such NCS. A Human-Robot-Collaboration system with safety aspects is proposed to evaluate the notation as a case study.","PeriodicalId":6595,"journal":{"name":"2017 IEEE 15th International Conference on Industrial Informatics (INDIN)","volume":"22 1","pages":"405-412"},"PeriodicalIF":0.0,"publicationDate":"2017-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90750815","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}
Pub Date : 2017-07-01DOI: 10.1109/INDIN.2017.8104757
Andreas Schwung, Alexander Elbel, Dorothea Schwung
This paper presents a novel approach for self-reconfiguration and plug-and-play control of modular production units. The approach is based on a service-oriented architecture which allows for a fully decentralized control and communication structure. Each system module is equipped with its own control system and communicates with other units by means of predefined service requests. Hence, the control of the overall system is solely executed by the modules own control and by the exchange of service requests of each station. The approach is implemented on a laboratory bulk good system typically used in the pharmaceutical industry with modular system structure. Results obtained from experiments underline the applicability of the approach.
{"title":"System reconfiguration of modular production units using a SOA-based control structure","authors":"Andreas Schwung, Alexander Elbel, Dorothea Schwung","doi":"10.1109/INDIN.2017.8104757","DOIUrl":"https://doi.org/10.1109/INDIN.2017.8104757","url":null,"abstract":"This paper presents a novel approach for self-reconfiguration and plug-and-play control of modular production units. The approach is based on a service-oriented architecture which allows for a fully decentralized control and communication structure. Each system module is equipped with its own control system and communicates with other units by means of predefined service requests. Hence, the control of the overall system is solely executed by the modules own control and by the exchange of service requests of each station. The approach is implemented on a laboratory bulk good system typically used in the pharmaceutical industry with modular system structure. Results obtained from experiments underline the applicability of the approach.","PeriodicalId":6595,"journal":{"name":"2017 IEEE 15th International Conference on Industrial Informatics (INDIN)","volume":"17 1","pages":"121-126"},"PeriodicalIF":0.0,"publicationDate":"2017-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87518647","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}
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