Standard Process Control Library for chemical process control
Project description
SPROCLIB - Standard Process Control Library
A comprehensive Python library for chemical process control, providing essential classes and functions for PID control, process modeling, simulation, optimization, and advanced control techniques.
Installation
pip install sproclib
Features
- PID Controllers: Classical and advanced PID control implementations
- Process Models: CSTR, tanks, heat exchangers, distillation columns, and reactors
- Analysis Tools: Transfer functions, simulation, and optimization capabilities
- Advanced Control: Model predictive control and state task networks
- Tuning Methods: Ziegler-Nichols and other proven tuning rules
Quick Start
import sproclib as spc
# Create a PID controller
controller = spc.PIDController(kp=1.0, ki=0.1, kd=0.05)
# Create a tank model
tank = spc.Tank(volume=100, area=10)
# Simulate step response
response = spc.step_response(tank, time_span=100)
Requirements
- Python 3.8+
- NumPy >= 1.20.0
- SciPy >= 1.7.0
- Matplotlib >= 3.3.0
License
MIT License
Author
Thorsten Gressling gressling@paramus.ai
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