3 papers indexed
Yao Cheng Li, Ana Larrañaga, Steven L. Brunton, Urban Fasel
Many engineering problems involve phenomena whose governing equations are poorly characterized or only partially known. Surrogate modeling techniques such as neural networks can capture the behavior of these systems, but they typically demand large training datasets that are diff…
Ana Larrañaga, M. Carmen Lucas-Estañ, Imanol Martinez, Javier Gozalvez
Factories are evolving towards digitalized data-based ecosystems under the paradigm of the Industry 4.0 where new industrial services allow the implementation of more robust, resilient and customized manufacturing systems. Such services (e.g., digital twins, extended reality or c…
M. Carmen Lucas-Estañ, Ana Larrañaga, Javier Gozalvez, Imanol Martínez
5G and beyond networks can facilitate the digital transformation of manufacturing and support more flexible and reconfigurable factories with ubiquitous mobile connectivity. This requires integrating 5G networks with industrial networks that increasingly rely on TSN (Time Sensiti…