{"date_updated":"2023-12-22T10:56:58Z","title":"Softsensors: key component of property control in forming technology","abstract":[{"lang":"eng","text":"<jats:title>Abstract</jats:title><jats:p>The constantly increasing challenges of production technology for the economic and resource-saving production of metallic workpieces require, among other things, the optimisation of existing processes. Forming technology, which is confronted with new challenges regarding the quality of the workpieces, must also organise the individual processes more efficiently and at the same time more reliably in order to be able to guarantee good workpiece quality and at the same time to be able to produce economically. One way to meet these challenges is to carry out the forming processes in closed-loop control systems using softsensors. Despite the many potential applications of softsensors in the field of forming technology, there is still no definition of the term softsensor. This publication therefore proposes a definition of the softsensor based on the definition of a sensor and the distinction from the observer, which on the one hand is intended to stimulate scientific discourse and on the other hand is also intended to form the basis for further scientific work. Based on this definition, a wide variety of highly topical application examples of various softsensors in the field of forming technology are given.</jats:p>"}],"publication_status":"published","date_created":"2023-10-16T07:17:17Z","doi":"10.1007/s11740-023-01227-1","main_file_link":[{"url":"https://link.springer.com/article/10.1007/s11740-023-01227-1","open_access":"1"}],"publication_identifier":{"issn":["0944-6524","1863-7353"]},"author":[{"first_name":"Werner","id":"233","last_name":"Homberg","full_name":"Homberg, Werner"},{"full_name":"Arian, Bahman","last_name":"Arian","first_name":"Bahman","id":"36287"},{"first_name":"Viktor","full_name":"Arne, Viktor","last_name":"Arne"},{"full_name":"Borgert, Thomas","last_name":"Borgert","first_name":"Thomas","id":"83141"},{"full_name":"Brosius, Alexander","last_name":"Brosius","first_name":"Alexander"},{"first_name":"Peter","full_name":"Groche, Peter","last_name":"Groche"},{"last_name":"Hartmann","full_name":"Hartmann, Christoph","first_name":"Christoph"},{"full_name":"Kersting, Lukas","last_name":"Kersting","first_name":"Lukas"},{"first_name":"Robert","full_name":"Laue, Robert","last_name":"Laue"},{"full_name":"Martschin, Juri","last_name":"Martschin","first_name":"Juri"},{"last_name":"Meurer","full_name":"Meurer, Thomas","first_name":"Thomas"},{"last_name":"Spies","full_name":"Spies, Daniel","first_name":"Daniel"},{"full_name":"Tekkaya, A. Erman","last_name":"Tekkaya","first_name":"A. Erman"},{"first_name":"Ansgar","id":"552","full_name":"Trächtler, Ansgar","last_name":"Trächtler"},{"first_name":"Wolfram","last_name":"Volk","full_name":"Volk, Wolfram"},{"first_name":"Frank","last_name":"Wendler","full_name":"Wendler, Frank"},{"last_name":"Wrobel","full_name":"Wrobel, Malte","first_name":"Malte"}],"department":[{"_id":"156"},{"_id":"153"},{"_id":"241"}],"language":[{"iso":"eng"}],"quality_controlled":"1","publication":"Production Engineering","article_type":"original","status":"public","_id":"48075","user_id":"14931","year":"2023","keyword":["Industrial and Manufacturing Engineering","Mechanical Engineering"],"type":"journal_article","oa":"1","publisher":"Springer Science and Business Media LLC","citation":{"apa":"Homberg, W., Arian, B., Arne, V., Borgert, T., Brosius, A., Groche, P., Hartmann, C., Kersting, L., Laue, R., Martschin, J., Meurer, T., Spies, D., Tekkaya, A. E., Trächtler, A., Volk, W., Wendler, F., &#38; Wrobel, M. (2023). Softsensors: key component of property control in forming technology. <i>Production Engineering</i>. <a href=\"https://doi.org/10.1007/s11740-023-01227-1\">https://doi.org/10.1007/s11740-023-01227-1</a>","mla":"Homberg, Werner, et al. “Softsensors: Key Component of Property Control in Forming Technology.” <i>Production Engineering</i>, Springer Science and Business Media LLC, 2023, doi:<a href=\"https://doi.org/10.1007/s11740-023-01227-1\">10.1007/s11740-023-01227-1</a>.","chicago":"Homberg, Werner, Bahman Arian, Viktor Arne, Thomas Borgert, Alexander Brosius, Peter Groche, Christoph Hartmann, et al. “Softsensors: Key Component of Property Control in Forming Technology.” <i>Production Engineering</i>, 2023. <a href=\"https://doi.org/10.1007/s11740-023-01227-1\">https://doi.org/10.1007/s11740-023-01227-1</a>.","bibtex":"@article{Homberg_Arian_Arne_Borgert_Brosius_Groche_Hartmann_Kersting_Laue_Martschin_et al._2023, title={Softsensors: key component of property control in forming technology}, DOI={<a href=\"https://doi.org/10.1007/s11740-023-01227-1\">10.1007/s11740-023-01227-1</a>}, journal={Production Engineering}, publisher={Springer Science and Business Media LLC}, author={Homberg, Werner and Arian, Bahman and Arne, Viktor and Borgert, Thomas and Brosius, Alexander and Groche, Peter and Hartmann, Christoph and Kersting, Lukas and Laue, Robert and Martschin, Juri and et al.}, year={2023} }","ieee":"W. Homberg <i>et al.</i>, “Softsensors: key component of property control in forming technology,” <i>Production Engineering</i>, 2023, doi: <a href=\"https://doi.org/10.1007/s11740-023-01227-1\">10.1007/s11740-023-01227-1</a>.","ama":"Homberg W, Arian B, Arne V, et al. Softsensors: key component of property control in forming technology. <i>Production Engineering</i>. Published online 2023. doi:<a href=\"https://doi.org/10.1007/s11740-023-01227-1\">10.1007/s11740-023-01227-1</a>","short":"W. Homberg, B. Arian, V. Arne, T. Borgert, A. Brosius, P. Groche, C. Hartmann, L. Kersting, R. Laue, J. Martschin, T. Meurer, D. Spies, A.E. Tekkaya, A. Trächtler, W. Volk, F. Wendler, M. Wrobel, Production Engineering (2023)."}}