This paper focuses on two types of neural network-based Hammerstein model identification
methods for the acrylamide polymerization reaction of a batch reactor process. The first …

Batch reactors are large vessels in which chemical reactions take place. They are mostly
found to be used in process control industries for processes such as reactant mixing, waste …

Identifying and diagnosing faults is a critical task in process industries to maintain effective
monitoring of process and plant safety. Minimizing process downtime is critical for …

Batch reactors are type of chemical reactors, where the reactants are loaded to process for a
defined batch time and the products are removed after the polymerization reaction …

This paper presents the novelty on a nonlinear proportional integral derivative (NPID)
controller developed from the gain values obtained using the Lyapunov-based nonlinear …

Advanced control strategies, together with state-estimation methods, are frequently applied
to nonlinear and complex systems. It is crucial to understand which of these are the most …

With wide acceptance of batch processes for polymer production, this study aims to model
the temperature dynamics of a batch polymerization reactor using Hammerstein and neural …

This article aims to implement the sliding mode controllers (SMCs), which is a non-linear
controller with high computational intensity. Also, the implementation of various non-linear …

La integración de técnicas de inteligencia artificial introduce nuevas perspectivas en la
aplicación de estos métodos. Este trabajo presenta la combinación de redes neuronales y …