Model Predictive Control when utilizing LSTM as dynamic models
M Jung, PR da Costa Mendes, M Önnheim… - … Applications of Artificial …, 2023 - Elsevier
The prediction model is the most important part of an MPC strategy. The accuracy of such a
model influences the quality of predictions and control performance of the algorithm. In some …
model influences the quality of predictions and control performance of the algorithm. In some …
Temperature and concentration control of exothermic chemical processes in continuous stirred tank reactors
E Vlahakis, G Halikias - … of the Institute of Measurement and …, 2019 - journals.sagepub.com
Exothermic chemical reaction taking place in continuous stirred tank reactor is considered.
Heat release from the chemical reaction, non-linear dynamic behavior of the process and …
Heat release from the chemical reaction, non-linear dynamic behavior of the process and …
Model Predictive Control (MPC) of System Identified Continuous Stirred Tank Reactor (CSTR) with Constraints
V Thamminaidu… - 2021 IEEE 6th International …, 2021 - ieeexplore.ieee.org
The continuous stirred tank reactor (CSTR) is a chemical system used in a wide variety of
industrial applications that need the addition and removal of reactants and products …
industrial applications that need the addition and removal of reactants and products …
Extended state observer based robust feedback linearization control applied to an industrial CSTR
A Medjebouri - Journal of Automation, Mobile Robotics and Intelligent …, 2023 - sciendo.com
In the chemical and petrochemical industry, the Confinu‐ous Sfirred Tank Reactors (CSTR)
are, without doubt, one of the most popular processes. From a control point of view, the …
are, without doubt, one of the most popular processes. From a control point of view, the …
Implementation of temperature regulation and concentration tracking of CSTR with fuzzy controllers
AD Kakule, P Kerkar - 2018 Second International Conference …, 2018 - ieeexplore.ieee.org
The control of CSTR (Continuous Stirred Tank Reactor) supplements the regulated
efficiency in desired chemical processes that seeks manual observation. An invariant form of …
efficiency in desired chemical processes that seeks manual observation. An invariant form of …
[PDF][PDF] ORCID: 0000-0002-7039-5314 and Halikias, G. ORCID: 0000-0003-1260-1383 (2019). Temperature and concentration control of exothermic chemical …
EE Vlahakis - Transactions of the Institute of Measurement and … - academia.edu
Exothermic chemical reaction taking place in continuous stirred tank reactor is considered.
Heat release from the chemical reaction, non-linear dynamic behavior of the process and …
Heat release from the chemical reaction, non-linear dynamic behavior of the process and …
Comparative analysis of adaptive PID and NEPSAC controller performance for continuous stirred tank heater
DS Paiva, EV Díaz - 2017 CHILEAN Conference on Electrical …, 2017 - ieeexplore.ieee.org
This paper describes the procedure for controlling a non-linear process of Continuous
Stirred Tank heater with Adaptive PID control and NEPSAC control. In particular, the interest …
Stirred Tank heater with Adaptive PID control and NEPSAC control. In particular, the interest …