39 citations · 75 across the 13 of their papers we have counts for
3 papers · 1 filter
Removal of Multivariate Environmental Influences in Structural Health Monitoring through Conditional Covariances and Supervised Learning
Lizzie Neumann, Philipp Wittenberg, Jan Gertheiss
In structural health monitoring (SHM) systems, data is collected from a multitude of sensors measuring, for example, vibration or strain in the structure, along with additional fea…
Covariate-Dependent Functional Principal Component Analysis for SHM
Philipp Wittenberg, Lizzie Neumann, Kristof Maes +1
In Structural Health Monitoring (SHM), sensor measurements and derived features such as eigenfrequencies often exhibit systematic daily patterns and can therefore be naturally repr…
Nonparametric Monitoring of Spatial Dependence
Philipp Adämmer, Philipp Wittenberg, Christian H. Weiß +1
In process monitoring, it is common for measurements to be taken regularly or randomly from different spatial locations in two or three dimensions. While there are nonparametric me…