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advanced-process-controls

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abhi-iitg / dynamic-cstr-modeling-advanced-process-control

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First-principles nonlinear CSTR model for exothermic reaction dynamics with MATLAB/Simulink PID control, actuator saturation, anti-windup, derivative filtering, disturbance rejection, controller comparison, and an Aspen Plus validation workflow.

python matlab chemical-engineering control-systems system-identification pid-control numerical-simulations process-simulation process-control process-optimization cstr fastapi dynamic-simulation advanced-process-controls reactor-modeling
  • Updated Sep 7, 2026
  • Python
neural-mpcx

hzdr / neural-mpcx

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NeuralMPCX is a Python library for building and deploying Model Predictive Controllers with linear, nonlinear, and neural dynamics. The software interfaces CasADi and IPOPT to solve constrained optimal control problems with recurrent neural networks (RNN, LSTM) and state-space systems.

controller pid lstm mpc lstm-model control-systems mhe control-theory kalman-filter apc lstm-neural-networks model-predictive-control lstm-networks model-predictive-controller lstm-neural-network mpc-control research-software moving-horizon-estimation mpc-controller advanced-process-controls
  • Updated Sep 9, 2026
  • Python

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