A method for the automated digitalization of fluid circuit diagrams

被引:1
|
作者
Stegmaier, Valentin [1 ,2 ,3 ]
Jazdi, Nasser [2 ]
Weyrich, Michael [2 ]
机构
[1] Univ Stuttgart, Grad Sch Excellence Adv Mfg Engn GSaME, Nobelstr 12, D-70569 Stuttgart, Germany
[2] Univ Stuttgart, Inst Ind Automat & Software Engn IAS, Pfaffenwaldring 47, D-70569 Stuttgart, Germany
[3] J Schmalz GmbH, Johannes Schmalz Str 1, D-72293 Glatten, Germany
关键词
Automation; Digitalization; Fluid circuit diagrams; Image processing; Object detection;
D O I
10.1016/j.compind.2024.104139
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The benefits of Digital Twins are widely recognized across various use cases. However, to ensure efficient utilization of Digital Twins, it is crucial to minimize the effort required for their creation. This is particularly relevant for behavior models, which play a significant role in many Digital Twin use cases. While there are existing approaches for creating these models efficiently, they rely on having access to the asset's structure in a digitally usable format. This requirement also applies to the field of fluidics. The paper presents a method for the automated digitalization of information from fluid circuit diagrams, which contain information about the fluid structure of the asset. The method is implemented on the example of pneumatic vacuum ejectors, and using the test data set as an example, a large part of the information could be digitalized fully automatically. This was also demonstrated for an exemplary circuit diagram with poorer image quality.
引用
收藏
页数:13
相关论文
共 50 条
  • [31] REPRESENTATION ON CIRCUIT DIAGRAMS OF CONDUCTORS IN CONTACT
    BAINBRIDGEBELL, LH
    PROCEEDINGS OF THE INSTITUTE OF RADIO ENGINEERS, 1951, 39 (02): : 195 - 195
  • [32] PNEUMATIC LOGIC-CIRCUIT DIAGRAMS
    DOIG, G
    PRODUCT ENGINEERING, 1979, 50 (12): : 49 - 51
  • [33] Equivalent circuit diagrams of DC networks
    1600, Springer Verlag (314):
  • [34] NEW STANDARD FOR MPL CIRCUIT DIAGRAMS
    不详
    HYDRAULICS & PNEUMATICS, 1974, 27 (09) : 124 - 125
  • [35] Generating instead of drawing circuit diagrams
    Konstruktion, 2015, 67 (11-12): : 44 - 47
  • [36] A CIRCUIT ANALOGY FOR RELIABILITY BLOCK DIAGRAMS
    BROCK, BJ
    PROCEEDINGS ANNUAL RELIABILITY AND MAINTAINABILITY SYMPOSIUM, 1980, (NSYM): : 356 - 362
  • [37] An Automated Method to Generate and Evaluate Geochemical Tectonic Discrimination Diagrams Based on Topological Theory
    Han, Shuai
    Li, Mingchao
    Zhang, Qi
    Song, Lingguang
    MINERALS, 2020, 10 (01)
  • [38] Automated translation of UML class diagrams
    Gambe, Bessaac
    Thomas, Anitta
    2024 7TH INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE, BIG DATA, COMPUTING AND DATA COMMUNICATION SYSTEMS, ICABCD 2024, 2024,
  • [39] Automated Extensible XML Tree Diagrams
    Lumley, John
    DOCENG'09: PROCEEDINGS OF THE 2009 ACM SYMPOSIUM ON DOCUMENT ENGINEERING, 2009, : 123 - 126
  • [40] Automated analysis of scanned ducting diagrams
    Ritchings, RT
    Berbar, MA
    Asumu, DE
    GRAPHICS RECOGNITION, RECENT ADVANCES, 2001, 1941 : 305 - 312