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Towards digitalization of hydraulic systems using soft sensor networks

Pelz, Peter F. ; Dietrich, Ingo ; Schänzle, Christian ; Preuß, Nils (2022)
Towards digitalization of hydraulic systems using soft sensor networks.
11th International Fluid Power Conference. Aachen, Germany (19.-21.03.2018)
doi: 10.26083/tuprints-00020820
Conference or Workshop Item, Secondary publication, Publisher's Version

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Item Type: Conference or Workshop Item
Type of entry: Secondary publication
Title: Towards digitalization of hydraulic systems using soft sensor networks
Language: English
Date: 2022
Place of Publication: Darmstadt
Year of primary publication: 2018
Publisher: RWTH Aachen
Book Title: Fluid power networks : proceedings : 19th - 21th March 2018 : 11th International Fluid Power Conference
Event Title: 11th International Fluid Power Conference
Event Location: Aachen, Germany
Event Dates: 19.-21.03.2018
DOI: 10.26083/tuprints-00020820
Corresponding Links:
Origin: Secondary publication service

Today buzzwords like “smart machine” and “intelligent component” dominate the discussion about digitalization in the fluid power domain. However, the engineering fundamentals behind the words “smart” and “intelligent” often remain unclear. A common and target-oriented discussion needs transparent approaches including the applied technical system understanding. Therefore, t his paper presents new concepts of soft sensor networks which allow the aggregation of information about fluid systems from heterogeneous sources. Soft sensors presented in this paper are physical models of system components that ensure transparency. Soft sensors and soft sensor networks are applied on exemplary hydraulic systems on three different levels: (i) the sensor level, (ii) the component level and (iii) the system level.

Status: Publisher's Version
URN: urn:nbn:de:tuda-tuprints-208208
Classification DDC: 600 Technology, medicine, applied sciences > 620 Engineering and machine engineering
Divisions: 16 Department of Mechanical Engineering > Institute for Fluid Systems (FST) (since 01.10.2006)
Date Deposited: 03 Mar 2022 12:17
Last Modified: 27 Mar 2023 08:59
URI: https://tuprints.ulb.tu-darmstadt.de/id/eprint/20820
PPN: 492786046
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