18th IFAC Symposium on System Identification (SYSID 2018)

SYSID 2018 - The 18th IFAC Symposium on System Identification is dedicated to major aspects of experimental modelling, system identification, adaptive control and signal processing, including topics such as: Identification of nonlinear, linear, multivariable, time-varying, distributed systems and hybrid Identifiability Linear and nonlinear time series analysis Black-box modeling (support vector machines, neural networks and Kriging...) State estimation and parameter tracking Estimation from spatio-temporal data Sequential Monte Carlo methods, including particle filtering Robustness issues in identification Parameter estimation and inverse modeling Learning, data mining and Bayesian approaches Identification for control, adaptive control and data-based controller tuning Modeling and identification of quantized systems Experiment design Statistical analysis and uncertainty characterization Monitoring and fault detection Model validation Teaching identification Applications (transportation, physical measurements, aerospace, telecommunications, process control, automotive, robotics, motion control, modal analysis and structural health monitoring, econometrics, ecosystems, bioengineering and medical systems, information networks,d energy...)