Pub Date : 2021-01-01DOI: 10.5220/0010653800003062
C. Semeraro, H. Panetto, Gabriel S. S. Leal, W. Guédria
In today’s manufacturing companies need to be able to join the Industry 4.0 paradigm and technologies. Often companies, especially SMEs are not digitally ready. Digital Innovation Hubs (DIHs) are raising for overcoming this problem. DIHs support companies providing services and digital technologies. However, the critical challenge, for the development of the DIHs ecosystem is to assess the ability of the DIHs and partners to interoperate together. DIH4CPS (Fostering DIHs for Embedding Interoperability in CyberPhysical Systems of European SMEs) is an Innovation Action (IA) receiving funding from the European Union’s Horizon 2020 programme. DIH4CPS aims to create an embracing, interdisciplinary network of DIHs, and solutions providers, focused on cyber-physical and embedded systems, interweaving knowledge and technologies from different domains, and connecting regional clusters with the Pan-European expert pool of DIHs. The paper presents the concepts, the ontology, and the prototype developed for DIH4CPS project with the aim of assessing the Interoperability maturity of the DIHs and partner’s network.
{"title":"Interoperability Maturity Assessment of the Digital Innovation Hubs","authors":"C. Semeraro, H. Panetto, Gabriel S. S. Leal, W. Guédria","doi":"10.5220/0010653800003062","DOIUrl":"https://doi.org/10.5220/0010653800003062","url":null,"abstract":"In today’s manufacturing companies need to be able to join the Industry 4.0 paradigm and technologies. Often companies, especially SMEs are not digitally ready. Digital Innovation Hubs (DIHs) are raising for overcoming this problem. DIHs support companies providing services and digital technologies. However, the critical challenge, for the development of the DIHs ecosystem is to assess the ability of the DIHs and partners to interoperate together. DIH4CPS (Fostering DIHs for Embedding Interoperability in CyberPhysical Systems of European SMEs) is an Innovation Action (IA) receiving funding from the European Union’s Horizon 2020 programme. DIH4CPS aims to create an embracing, interdisciplinary network of DIHs, and solutions providers, focused on cyber-physical and embedded systems, interweaving knowledge and technologies from different domains, and connecting regional clusters with the Pan-European expert pool of DIHs. The paper presents the concepts, the ontology, and the prototype developed for DIH4CPS project with the aim of assessing the Interoperability maturity of the DIHs and partner’s network.","PeriodicalId":380008,"journal":{"name":"International Conference on Innovative Intelligent Industrial Production and Logistics","volume":"62 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129698314","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 : 1900-01-01DOI: 10.5220/0011562000003329
Cristina Vega, D. Gómez, Aníbal Reñones
: The CAPRI project is a H2020 project that develops Cognitive Solutions (CS) to the Process Industry and a Cognitive Automation Platform (CAP) towards the Digital Transformation of process industries. CAPRI enables cognitive tools to provide to the existing process industries flexibility of operation, improving the performance and quality control of its products and flows. The project is developing and testing different CS’s at each automation level, from sensors to planning. The content of this paper is focused on the CAPRI asphalt production applying different CS’s for the sensors and control levels. Specifically the paper discusses a cognitive sensor for measuring filler quantity to the filter at drying process (noted as CAS2) and cognitive control concept applied to optimize the operation of the rotary dryer (noted as CAC1). The paper explains also how the CS’s are being integrated by means of an open source architecture based on FIWARE. The paper provides also open access to the data and algorithms used as part of the commitment of CAPRI with open science.
{"title":"Cognitive Solutions in Process Industry: H2020 CAPRI Project","authors":"Cristina Vega, D. Gómez, Aníbal Reñones","doi":"10.5220/0011562000003329","DOIUrl":"https://doi.org/10.5220/0011562000003329","url":null,"abstract":": The CAPRI project is a H2020 project that develops Cognitive Solutions (CS) to the Process Industry and a Cognitive Automation Platform (CAP) towards the Digital Transformation of process industries. CAPRI enables cognitive tools to provide to the existing process industries flexibility of operation, improving the performance and quality control of its products and flows. The project is developing and testing different CS’s at each automation level, from sensors to planning. The content of this paper is focused on the CAPRI asphalt production applying different CS’s for the sensors and control levels. Specifically the paper discusses a cognitive sensor for measuring filler quantity to the filter at drying process (noted as CAS2) and cognitive control concept applied to optimize the operation of the rotary dryer (noted as CAC1). The paper explains also how the CS’s are being integrated by means of an open source architecture based on FIWARE. The paper provides also open access to the data and algorithms used as part of the commitment of CAPRI with open science.","PeriodicalId":380008,"journal":{"name":"International Conference on Innovative Intelligent Industrial Production and Logistics","volume":"338 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116649218","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 : 1900-01-01DOI: 10.1007/978-3-031-37228-5_1
J. D. Hüwel, Andreas Besginow, Fabian Berns, Markus Lange-Hegermann, C. Beecks
{"title":"On Kernel Search Based Gaussian Process Anomaly Detection","authors":"J. D. Hüwel, Andreas Besginow, Fabian Berns, Markus Lange-Hegermann, C. Beecks","doi":"10.1007/978-3-031-37228-5_1","DOIUrl":"https://doi.org/10.1007/978-3-031-37228-5_1","url":null,"abstract":"","PeriodicalId":380008,"journal":{"name":"International Conference on Innovative Intelligent Industrial Production and Logistics","volume":"98 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115099085","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 : 1900-01-01DOI: 10.5220/0010173601170123
G. Bruno, F. Lombardi, M. Orlando
Customers are demanding more and more a product of high quality and fast delivery at a low price, while simultaneously expecting that the product meets their individual needs and requirements. For companies characterized by a highly customized production, it is essential to optimize the use of machines and reduce the production cycle. The aim of this paper is to develop and evaluate how a MES is able to collect data from the machines and use such data to perform a real time planning of production activities. The system has been implemented in an Italian company that produces metal sheet components for prototypes and small series in the automotive sector, which is characterized by a production with high complexity and high mix of products. The obtained results show that the system provides several benefits in term of reduction of times.
{"title":"Implementation and Evaluation of MES in One-of-a-Kind Production","authors":"G. Bruno, F. Lombardi, M. Orlando","doi":"10.5220/0010173601170123","DOIUrl":"https://doi.org/10.5220/0010173601170123","url":null,"abstract":"Customers are demanding more and more a product of high quality and fast delivery at a low price, while simultaneously expecting that the product meets their individual needs and requirements. For companies characterized by a highly customized production, it is essential to optimize the use of machines and reduce the production cycle. The aim of this paper is to develop and evaluate how a MES is able to collect data from the machines and use such data to perform a real time planning of production activities. The system has been implemented in an Italian company that produces metal sheet components for prototypes and small series in the automotive sector, which is characterized by a production with high complexity and high mix of products. The obtained results show that the system provides several benefits in term of reduction of times.","PeriodicalId":380008,"journal":{"name":"International Conference on Innovative Intelligent Industrial Production and Logistics","volume":"133 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114486175","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 : 1900-01-01DOI: 10.5220/0009989300530059
Claudio Sassanelli, P. Rosa, S. Terzi
Nowadays, manufacturers are increasingly impelled in adopting Circular Economy (CE) strategies and consistently adequating their business models to more environment-oriented practices. However, several barriers can be encountered during the transition from linear to circular behaviours. Here, simulation methods can play a strategic role in supporting companies during the assessment of potential solutions to make their products’ lifecycle circular. To this aim, simulation (as part of Industry 4.0 (I4.0) technologies), have been detected through a literature review as one of the main technologies supporting CE. Basing on results, the End-of-Life (EoL) stage seems to play a strategic role within CE practices, with disassembly processes as the enabler for most of these circular strategies (e.g. reuse, reman, recycle, etc.). Moreover, a big focus is on how to foster CE through the improvement of disassembly processes of Waste from Electrical and Electronic Equipment (WEEEs) and Printed Circuit Boards (PCBs). Hence, a deeper analysis of how simulation approaches can contribute to enhance these processes is presented, by defining those technologies needed to improve specific product lifecycle stages.
{"title":"Circular Economy-oriented Simulation: A Literature Review Grounded on Empirical Cases","authors":"Claudio Sassanelli, P. Rosa, S. Terzi","doi":"10.5220/0009989300530059","DOIUrl":"https://doi.org/10.5220/0009989300530059","url":null,"abstract":"Nowadays, manufacturers are increasingly impelled in adopting Circular Economy (CE) strategies and consistently adequating their business models to more environment-oriented practices. However, several barriers can be encountered during the transition from linear to circular behaviours. Here, simulation methods can play a strategic role in supporting companies during the assessment of potential solutions to make their products’ lifecycle circular. To this aim, simulation (as part of Industry 4.0 (I4.0) technologies), have been detected through a literature review as one of the main technologies supporting CE. Basing on results, the End-of-Life (EoL) stage seems to play a strategic role within CE practices, with disassembly processes as the enabler for most of these circular strategies (e.g. reuse, reman, recycle, etc.). Moreover, a big focus is on how to foster CE through the improvement of disassembly processes of Waste from Electrical and Electronic Equipment (WEEEs) and Printed Circuit Boards (PCBs). Hence, a deeper analysis of how simulation approaches can contribute to enhance these processes is presented, by defining those technologies needed to improve specific product lifecycle stages.","PeriodicalId":380008,"journal":{"name":"International Conference on Innovative Intelligent Industrial Production and Logistics","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124751999","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 : 1900-01-01DOI: 10.5220/0010712900003062
N. Mostafa, A. Ashraf, A. Eltawil
: The number of mortalities coming into the emergency room is still very high. While it is evident that the sooner professional medical assistance is provided the higher chances of survival, emergency response systems are yet to be improved and widely implemented to produce a significant impact. Mobile Applications are an important instrument to improve such a service. Mobile health (or ‘mhealth’) refers to healthcare and medical information that is supported by mobile technology. In 2015, approximately 80% of physicians used mobile devices and medical apps and 25% applied them to provide patient care. This study seeks implementing a design thinking approach to connect growing logistics and healthcare startups through an Information and Communication Technology (ICT) application and platform to provide a more efficient, effective and responsive emergency care through the coordination between emergency responders and the victim or rescuer at the point of incidence.
{"title":"Mobile-based Social Platform for Emergency Response Coordination","authors":"N. Mostafa, A. Ashraf, A. Eltawil","doi":"10.5220/0010712900003062","DOIUrl":"https://doi.org/10.5220/0010712900003062","url":null,"abstract":": The number of mortalities coming into the emergency room is still very high. While it is evident that the sooner professional medical assistance is provided the higher chances of survival, emergency response systems are yet to be improved and widely implemented to produce a significant impact. Mobile Applications are an important instrument to improve such a service. Mobile health (or ‘mhealth’) refers to healthcare and medical information that is supported by mobile technology. In 2015, approximately 80% of physicians used mobile devices and medical apps and 25% applied them to provide patient care. This study seeks implementing a design thinking approach to connect growing logistics and healthcare startups through an Information and Communication Technology (ICT) application and platform to provide a more efficient, effective and responsive emergency care through the coordination between emergency responders and the victim or rescuer at the point of incidence.","PeriodicalId":380008,"journal":{"name":"International Conference on Innovative Intelligent Industrial Production and Logistics","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125416225","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 : 1900-01-01DOI: 10.5220/0010133700930100
J. Grabis, Kristina Jegorova, Krisjanis Pinka
IoT data analytics has many potential applications in the retail industry. However, relations among ambient conditions at stores as measured by IoT devices and sales performance are not well understood. This paper explores sensory and sales data provided by a large retail chain to quantify the impact of air quality, temperature, humidity and lighting on customer behaviour. It has been determined that the air quality and humidity have a significant impact and temperature appears to have a non-linear effect on customer behaviour. The data analysis findings are used to configure an IoT data analytics platform. The platform is used to monitor the ambient conditions in retail stores, to evaluate a need for improving the conditions as well as to enact improvement by passing them over to a building management system.
{"title":"IoT Data Analytics in Retail: Framework and Implementation","authors":"J. Grabis, Kristina Jegorova, Krisjanis Pinka","doi":"10.5220/0010133700930100","DOIUrl":"https://doi.org/10.5220/0010133700930100","url":null,"abstract":"IoT data analytics has many potential applications in the retail industry. However, relations among ambient conditions at stores as measured by IoT devices and sales performance are not well understood. This paper explores sensory and sales data provided by a large retail chain to quantify the impact of air quality, temperature, humidity and lighting on customer behaviour. It has been determined that the air quality and humidity have a significant impact and temperature appears to have a non-linear effect on customer behaviour. The data analysis findings are used to configure an IoT data analytics platform. The platform is used to monitor the ambient conditions in retail stores, to evaluate a need for improving the conditions as well as to enact improvement by passing them over to a building management system.","PeriodicalId":380008,"journal":{"name":"International Conference on Innovative Intelligent Industrial Production and Logistics","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131464982","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 : 1900-01-01DOI: 10.5220/0011560800003329
Chiara Franciosi, A. Polenghi, Mario Lezoche, A. Voisin, I. Roda, M. Macchi
: Maintenance is an essential process for guaranteeing the reliability and availability of physical assets towards sustainable performance. The way maintenance could effectively impact on operations management highly relies on available data, whose volume and variety are increasing, challenging how they are stored and processed within an organization. To tackle this issue, ontology engineering seeks for guaranteeing semantic and technical interoperability for shared underlying meaning of concepts and consistent data formats. Despite the growing adoption of ontologies for industrial maintenance, some pitfalls may be envisaged by scientific and industrial practice, specifically referring to the development of multiple non-compatible ontologies that cannot be reused. Therefore, the goal of this research work is to promote semantic interoperability in industrial-maintenance related application. This is achieved by reviewing existing ontologies, later integrated and aligned, to realise a BFO (Basic Formal Ontology)-compliant taxonomy for maintenance, including physical decomposition of systems and maintenance processes. Hence, this research attempts a first step towards a unified taxonomy that, then, is the ground on which ontologies could be built upon so to be consistent each other. In the long run, semantic-based digital twin, referred to as cognitive digital twin, may be consistently established to improve sustainable performance of production systems.
{"title":"Semantic Interoperability in Industrial Maintenance-related Applications: Multiple Ontologies Integration towards a Unified BFO-compliant Taxonomy","authors":"Chiara Franciosi, A. Polenghi, Mario Lezoche, A. Voisin, I. Roda, M. Macchi","doi":"10.5220/0011560800003329","DOIUrl":"https://doi.org/10.5220/0011560800003329","url":null,"abstract":": Maintenance is an essential process for guaranteeing the reliability and availability of physical assets towards sustainable performance. The way maintenance could effectively impact on operations management highly relies on available data, whose volume and variety are increasing, challenging how they are stored and processed within an organization. To tackle this issue, ontology engineering seeks for guaranteeing semantic and technical interoperability for shared underlying meaning of concepts and consistent data formats. Despite the growing adoption of ontologies for industrial maintenance, some pitfalls may be envisaged by scientific and industrial practice, specifically referring to the development of multiple non-compatible ontologies that cannot be reused. Therefore, the goal of this research work is to promote semantic interoperability in industrial-maintenance related application. This is achieved by reviewing existing ontologies, later integrated and aligned, to realise a BFO (Basic Formal Ontology)-compliant taxonomy for maintenance, including physical decomposition of systems and maintenance processes. Hence, this research attempts a first step towards a unified taxonomy that, then, is the ground on which ontologies could be built upon so to be consistent each other. In the long run, semantic-based digital twin, referred to as cognitive digital twin, may be consistently established to improve sustainable performance of production systems.","PeriodicalId":380008,"journal":{"name":"International Conference on Innovative Intelligent Industrial Production and Logistics","volume":"268 3","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134323212","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 : 1900-01-01DOI: 10.5220/0011559600003329
Qing Li, Zhixiong Fang, Mengjin Qu
{"title":"Cyber-Physical-Social System (CPSS) Architecture Framework and Methodology","authors":"Qing Li, Zhixiong Fang, Mengjin Qu","doi":"10.5220/0011559600003329","DOIUrl":"https://doi.org/10.5220/0011559600003329","url":null,"abstract":"","PeriodicalId":380008,"journal":{"name":"International Conference on Innovative Intelligent Industrial Production and Logistics","volume":"132 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128510769","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 : 1900-01-01DOI: 10.5220/0009993100600068
G. Caceres
{"title":"Assessing Project Progress Planning using Control Diagrams and Neural Network Prediction for Shipbuilding Projects in an Ecuadorian Shipyard","authors":"G. Caceres","doi":"10.5220/0009993100600068","DOIUrl":"https://doi.org/10.5220/0009993100600068","url":null,"abstract":"","PeriodicalId":380008,"journal":{"name":"International Conference on Innovative Intelligent Industrial Production and Logistics","volume":"100 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123709376","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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