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math.OC2021★ 1 cited
Control-Oriented Modeling of Pipe Flow through Intersecting Pipe Geometries
Sven Brüggemann, Robert R. Bitmead
We present control-oriented models for transient dynamics of isothermal one-dimensional gas flow through multiple pipes in series and intersecting pipe geometries. These composite…
stat.ME2021
Maximum Likelihood Recursive State Estimation using the Expectation Maximization Algorithm
Mohammad S. Ramadan, Robert R. Bitmead
A Maximum Likelihood recursive state estimator is derived for non-linear and non-Gaussian state-space models. The estimator combines a particle filter to generate the conditional d…