Media contributions
1Media contributions
Title Obtaining and maintaining an accurate digital twin of a dynamical system using artificial intelligence Degree of recognition Local Media name/outlet OpenME Media type Print Country/Territory Netherlands Date 31/07/23 Description A digital twin is a virtual tool (containing a mathematical model) representing a real-world physical system that allows for relatively inexpensive decision-making during its entire lifecycle. Obtaining an accurate digital twin proofs to be difficult in practice, however. Moreover, maintaining its accuracy during the operational life of the system is far from trivial as well. The goal of my PhD project, of which I am currently in the third year, therefore, is to develop a model updating technique that updates a digital twin using data measured on its real-world counterpart. To achieve this, I employ Artificial Intelligence (AI) to learn the complex inverse relations between measured data and underlying parameter values of the model. Producer/Author Study association Simon Stevin URL https://simonstev.in/association/open-me Persons Bas M. Kessels
Keywords
- model updating
- digital twin
- machine learning