Estimation structure design for staged systems

► The estimation structure for staged systems is designed for a certain task. ► The design includes measurements, complete/truncated model and innovation scheme. ► The class of binary distillation columns is regarded as case study. ► The approach is illustrated with an experimental case example. ► The estimators have considerably less ODEs than the standard EKF.