Connectivity as a prior challenge in establishing CPPS on basis of heterogeneous IT-software environments

Brillinger, Markus; Pichler, Rudolf; Schall, Daniel; Gfrerer, Richard

doi:10.1016/j.promfg.2019.03.058

Cited by 11 publications

(5 citation statements)

References 1 publication

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“…Another model, i.e., SAP's HANA platform, provides the services necessary for business models and end-to-end processes. SOA is a software design concept providing services for the interaction of independent software solutions by working on defined communication protocols over a network (Trabesinger et al, 2019). The use of 5G networks for wireless communication in CPPSs is also described (Jeehyeong et al, 2019).…”

Section: Discussionmentioning

confidence: 99%

Modelling information for the burnishing process in a cyber-physical production system

Patalas-Maliszewska,

Posdzich,

Skrzypek

2022

International Journal of Applied Mathematics and Computer Scien

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Currently, the manufacturing management board applies technologies in line with the concept of Industry 4.0. Cyberphysical production systems (CPSs) mean integrating computational processes with the corresponding physical ones, i.e., allowing work at the operational level and at the strategic level to run side by side. This paper proposes a framework to collect data and information from a production process, namely, the burnishing one, in order to monitor real-time deviations from the correct course of the process and thus reduce the number of defective products within the manufacturing process. The proposed new solutions consist of (i) the data and information of the production process, acquired from sensors, (ii) a predictive model, based on the Hellwig method for errors in the production process, relying on indications of a machine status, and (iii) an information layer system, integrating the process data acquired in real time with the model for predicting errors within the production process in an enterprise resource planning (ERP) system, that is, the business intelligence module. The possibilities of using the results of research in managerial practice are demonstrated through the application of an actual burnishing process. This new framework can be treated as a solution which will help managers to monitor the production flow and respond, in real time, to interruptions.

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Section: Discussionmentioning

confidence: 99%

Modelling information for the burnishing process in a cyber-physical production system

Patalas-Maliszewska,

Posdzich,

Skrzypek

2022

International Journal of Applied Mathematics and Computer Scien

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“…The main idea is to establish digital twins as the core part of the development process and build all other parts around them [34]. Uhlemann et al [37] and Trabesinger et al [38] introduced concepts for generating cyber-physical production systems based on the optimization of the data acquisition approach. A novel architecture for large-scale digital twin platforms with a focus on flexible data-centered communication for the use in reliable advanced driver assistance systems was developed by Yun et al [39].…”

Section: Existing Concepts and Methodologies Of Virtual Representationsmentioning

confidence: 99%

Methodology for the Development of Virtual Representations within the Process Development Framework of Energy Plants: From Digital Model to Digital Predictive Twin—A Review

et al. 2023

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Digital reflections of physical energy plants can help support and optimize energy technologies within their lifecycle. So far, no framework for the evolution of virtual representations throughout the process development lifecycle exists. Based on various concepts of virtual representations in different industries, this review paper focuses on developing a novel virtual representation framework for the process development environment within the energy sector. The proposed methodology enables the continuous evolution of virtual representations along the process development lifecycle. A novel definition for virtual representations in the process development environment is developed. Additionally, the most important virtual representation challenges, properties, and applications for developing a widely applicable framework are summarized. The essential sustainability indicators for the energy sector are listed to standardize the process evaluation throughout the process development lifecycle. The virtual representation and physical facility development can be synchronized by introducing a novel model readiness level. All these thoughts are covered through the novel virtual representation framework. Finally, the digital twin of a Bio-SNG production route is presented, to show the benefits of the methodology through a use case. This methodology helps to accelerate and monitor energy technology developments through the early implementation of virtual representations.

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“…It also facilitates the connection of the input data streams with the CEP engine and the output of the latter with the output data streams. All these features, especially the ease of connecting data streams and invocations from various sources and systems, are what have made the ESB a strong candidate for an IoT architecture [12]- [15].…”

Section: B Event-driven Service-oriented Architecturesmentioning

confidence: 99%

“…Some of these proposals benefit from the integration of CEP with an enterprise service bus (ESB). An ESB eases the resolution of conflicts between hardware (e.g., IoT devices) and software (e.g., the CEP engine) [12] and plays a key role in multiple application domains in general [13] and in the IoT [14] and Industrial IoT (IIoT) [15] ones in particular. Although the performance results are satisfactory, we cannot lose sight of the fact that we can find scenarios which call for greater performance, as well as the inevitable growth in the amount and speed of data generated due to the improvement of cyber-physical devices as well as communications.…”

Section: Introductionmentioning

confidence: 99%

Evaluating a Flow-Based Programming Approach as an Alternative for Developing CEP Applications in IoT

Ortiz

Castillo

Garcia-de-Prado

et al. 2022

IEEE Internet Things J.

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One of the main advantages brought by the Internet of Things (IoT) is the possibility of having large amounts of data from several sources that allow us, once analyzed, to make decisions in various domains in real time. This implies the need to be able to process large volumes of data in more or less limited processing times depending on the application domain. In this sense, complex event processing (CEP), used in conjunction with an enterprise service bus (ESB), has proven to be very efficient in multiple domains. In search for greater efficiency, some CEP engines offer the option of using flow-based programming (FBP) rather than their traditional programming using CEP together with an event bus. However, its use, while it may be more efficient, can lead to other limitations. In this article, we analyze and describe the performance and limitations of using a CEP engine with an ESB versus a CEP engine with FBP. This will allow developers to decide which option is more convenient for their IoT system depending on the application domain and its specific needs.Index Terms-Complex event processing (CEP), dataflow, dataflow computing, enterprise service bus (ESB), flow-based programming (FBP), Internet of Things (IoT).

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Connectivity as a prior challenge in establishing CPPS on basis of heterogeneous IT-software environments

Cited by 11 publications

References 1 publication

Modelling information for the burnishing process in a cyber-physical production system

Modelling information for the burnishing process in a cyber-physical production system

Methodology for the Development of Virtual Representations within the Process Development Framework of Energy Plants: From Digital Model to Digital Predictive Twin—A Review

Evaluating a Flow-Based Programming Approach as an Alternative for Developing CEP Applications in IoT

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