Radioactive corrosion products released into the primary coolant loop dominate final shutdown radiation fields of pressurized water reactors. Thus, reducing concentration these is a paramount duty in optimization process reactor performance. However, complexity and uncertainty present this make it difficult to predict their evolution theoretical way. We propose application structural learning B...

A hybrid control structure that unites bounded control with model predictive control (MPC) is proposed for the constrained stabilization of nonlinear systems. The structure consists of: (1) a finite-horizon model predictive controller, which can be linear or nonlinear, and with or without stability constraints, (2) a family of bounded nonlinear controllers for which the regions of constrained c...

This work focuses on a broad class of nonlinear process systems subject to control actuator faults and disturbances and proposes a method for data-based fault detection and isolation that explicitly takes into account the design of the feedback control law. This method allows isolating specific faults in the closed-loop system; fault detection is done using a purely data-based approach and faul...

Jet loop reactors are standard multiphase used in chemical, biological and environmental processes. The strong liquid jet provided by a nozzle enforces both internal circulation of gas as well entrainment dispersion the phase. We present one-dimensional compartment model based on momentum balance that describes phase reactor. This considers influence local variations volume fraction circulation...