Systematic approaches for sensor selection and integration – A systematic literature review

Hausmann, Maximilian; Breimann, Richard; Fett, Michel; Kraus, Benjamin; Schmitt, Florian; Welzbacher, Peter; Kirchner, Eckhard

doi:10.1016/j.procir.2023.03.121

Cited by 3 publications

(3 citation statements)

References 17 publications

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“…e.g. Fleischer et al 2018; Hausmann et al 2023]. An essential step therein is typically the “definition of potential measurands”.…”

Section: Fundamentalsmentioning

confidence: 99%

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A multipole-based effect catalog system for the systematic identification of potential measurands

Vorwerk-Handing,

Welzbacher,

Kirchner

2023

Des. Sci.

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Caused by the progressing digitalization in mechanical engineering, a significant demand for information about characteristic process and state variables of technical systems arises. However, since it is oftentimes neither obvious what nor how to measure, the integration of measuring functions, in particular in terms of a retrofit, represents a current challenge in mechanical engineering. In order to overcome this challenge, an approach for the systematic identification of potential measurands is provided in this contribution. For this purpose, the approach of physical effect catalogs is taken up and used for the systematic identification of potential measurands, starting from a physical variable to be determined. Existing catalog systems have two major limitations with respect to the intended identification of cause–effect relationships: They assume an effect to be realized and a consideration of design parameters of a technical system is not intended. These limitations are overcome by linking the fundamental idea of existing catalog systems with the basics of multipole-based modeling. In this way, a multipole-based effect catalog system is developed. It creates the foundation to systematically include the changes and transformations of a process or state variable to be determined into the identification of potential measurands.

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“…e.g. Fleischer et al 2018; Hausmann et al 2023]. An essential step therein is typically the “definition of potential measurands”.…”

Section: Fundamentalsmentioning

confidence: 99%

“…However, no systematic approach to establish relationships between a state or process variable to be determined and potential measurands, taking an existing system into account, could be found in literature [cf. Vorwerk-Handing 2021; Hausmann et al 2023].…”

Section: Aims and Significancementioning

confidence: 99%

A multipole-based effect catalog system for the systematic identification of potential measurands

Vorwerk-Handing,

Welzbacher,

Kirchner

2023

Des. Sci.

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“…For this reason, as already mentioned above, a systematic literature search on the topic of the selection and integration of sensors for Digital Twins was carried out parallel to this contribution [206]. The results are rooted in the work of Hausmann et al [207,208] on sensor integration. Comparable research in the field of actuators is still needed.…”

Section: Modelsmentioning

confidence: 99%

A Literature Review on the Development and Creation of Digital Twins, Cyber-Physical Systems, and Product-Service Systems

Fett,

Wilking,

Goetz

et al. 2023

Sensors

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Digital Twins offer vast potential, yet many companies, particularly small and medium-sized enterprises, hesitate to implement them. This hesitation stems partly from the challenges posed by the interdisciplinary nature of creating Digital Twins. To address these challenges, this paper explores systematic approaches for the development and creation of Digital Twins, drawing on relevant methods and approaches presented in the literature. Conducting a systematic literature review, we delve into the development of Digital Twins while also considering analogous concepts, such as Cyber-Physical Systems and Product-Service Systems. The compiled literature is categorised into three main sections: holistic approaches, architecture, and models. Each category encompasses various subcategories, all of which are detailed in this paper. Through this comprehensive review, we discuss the findings and identify research gaps, shedding light on the current state of knowledge in the field of Digital Twin development. This paper aims to provide valuable insights for practitioners and researchers alike, guiding them in navigating the complexities associated with the implementation of Digital Twins.

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Sensor selection and integration for Cyber-Physical Systems in context of Digital Twins – A systematic review of requirements

Fett

Wilking²,

Goetz³

et al. 2023

2023 18th Annual System of Systems Engineering Conference (SoSe)

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Systematic approaches for sensor selection and integration – A systematic literature review

Cited by 3 publications

References 17 publications

A multipole-based effect catalog system for the systematic identification of potential measurands

A multipole-based effect catalog system for the systematic identification of potential measurands

A Literature Review on the Development and Creation of Digital Twins, Cyber-Physical Systems, and Product-Service Systems

Sensor selection and integration for Cyber-Physical Systems in context of Digital Twins – A systematic review of requirements

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