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Content available remote Efficient production monitoring on the basis of domain ontologies by utilizing IoT
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EN
The Internet-of-Things (IoT) technologies and cyber-physical systems has facilitated production monitoring and control. However, researches and applications still lack a standardized framework and an integrated technological solution that can maximize the leverage of real-time monitoring. This can be achieved through enabling data transfer and exchange between all entities/organizations in supply chains and accordingly utilizing the monitored data. This paper introduces a framework for production monitoring that utilizes and integrates ontological model, which implements and integrates Semantic Sensor Network (SSN) ontology with production monitoring services. In addition, Complex Event Processing is integrated in the proposed model to enable event patterns identification and undertake the appropriate (pro-active) action accordingly. The framework is constructed based on ISA-95 and SCOR standards. The utility, applicability and efficacy of the proposed framework is validated by its application on a real-life large-scale case study in the domain of laser cutting machines.
EN
Purpose: The purpose of this publication is to present the applications of usage of business analytics in smart manufacturing. Design/methodology/approach: Critical literature analysis. Analysis of international literature from main databases and polish literature and legal acts connecting with researched topic. Findings: The integration of business analytics in smart manufacturing within the framework of Industry 4.0 marks a significant stride in industrial processes, offering manifold advantages alongside notable challenges. Throughout this study, we delve into the expansive realm of business analytics applications, encompassing predictive maintenance, quality control, supply chain optimization, and real-time decision-making. Leveraging business analytics yields palpable benefits in smart manufacturing, exemplified by proactive equipment maintenance, stringent quality standards adherence, and streamlined supply chain operations. Additionally, analytics-driven enhancements in production optimization, energy management, demand forecasting, and asset performance management contribute to heightened productivity, cost reduction, and sustainability improvement. Challenges including data integration complexities, implementation intricacies, security concerns, scalability limitations, model interpretability issues, and skill gaps necessitate concerted efforts for effective resolution. Collaboration among stakeholders- manufacturers, software developers, policymakers, and educational institutions—is imperative. Joint initiatives aimed at bolstering data integration capabilities, providing specialized training, fortifying cybersecurity measures, and fostering a culture of continuous improvement are crucial for successful business analytics deployment. Originality/Value: Detailed analysis of all subjects related to the problems connected with the usage of business analytics in the case of smart manufacturing.
PL
W artykule przedstawiono system do pomiaru i monitorowania stanu pracy źródeł fotowoltaicznych przyłączonych do sieci dystrybucyjnej nN. Artykuł zawiera opis architektury systemu oraz możliwości techniczne sterownika TELX realizującego funkcje związane z monitorowaniem i zdalnym sterowaniem pracą źródeł fotowoltaicznych. Ocena funkcjonalności systemu pomiarowo-monitorującego została przeprowadzona na podstawie projektu pilotażowego realizowanego przez Tauron Dystrybucja Oddział Gliwice.
EN
The article presents a system for measurement and monitoring the operating status of photovoltaic sources connected to the LV distribution network. The article includes a description of the system architecture and technical capabilities of the TELX controller which performs functions related to monitoring and remote control of the operation of photovoltaic sources. The evaluation of the functionality of the measurement and monitoring system was carried out on the basis of a pilot project implemented by Tauron Dystrybucja Branch Gliwice.
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