Usage¶

Welcome to the usage guide for PyADM1ODE_calibration. Here you will learn how to integrate the core functionalities of the package into your workflow.

Typical Workflows¶

1. Initial Calibration¶

Used to fit a new plant model to historical data. Learn more

2. Online Monitoring & Re-Calibration¶

Continuous monitoring of model quality and automatic parameter adjustment. Learn more

3. Data Management¶

Efficient loading, validation, and storage of measurements. API Reference for IO

Code Structure¶

calibration: Contains the optimization logic and calibrators.
io: Handles data import (CSV, database) and validation.
optimization: Implements various optimization algorithms.

Examples¶

Practical examples can be found in the Examples section or in the interactive Tutorials.