STA200: System Identification: Industrial Time Domain Models

Identification of transfer functions using industrial process data is both an art and a science. Industrial datasets often contain high-frequency noise, signal drift, and process disturbances. These challenges make accurate dynamic system identification and process modeling complex.

In this control course, we apply cutting-edge system identification techniques to separate fast and slow processes, enabling precise estimation of true process transfer functions. Unlike traditional methods, our approach works remarkably well with multivariable systems, closed-loop data analysis, and even short-duration dataset modeling, where conventional approaches often fail.

This innovative methodology is an intuitive system modeling that can be easily learned by engineers, professionals, and even new personnel without advanced degrees. It simplifies process control training while delivering reliable results for industrial automation and control engineering applications.

Learning Outcomes:
By the end of the course, participants will be able to identify multivariable transfer function parameters using closed-loop or open-loop system identification and apply system modeling software to analyze hybrid datasets and separate fast vs. slow dynamics.

Participants will master PID controller tuning and control loop optimization using real-time process control simulators, isolate unknown disturbances and accurately perform dynamic system analysis.

Participants will gain transferable skills applicable across chemical process control and chemical engineering processes, mechanical system modeling, electrical system identification, industrial automation and process monitoring, as well as statistical modeling techniques for population and medical data analysis.

These modern control methods deliver strong performance even with noisy data or partially observed signals, making them ideal for real-world industrial process control and system dynamics courses.

If students reach out to us directly, they can get the following powerful process control software tools (7-day free trial) for practice and labs:

• SIMCET – educational PID simulator for real-time tuning

• PITOPS – advanced platform for system identification, PID controller optimization, and APC design

For installation and activation please contact us at info@picontrolsolutions.com. The usage of the above software package is only limited to educational purposes, not for any industrial or commercial use.

If you would like to participate and enroll in a more comprehensive course on Fundamentals of Time-Domain Modeling, please contact us directly at info@picontrolsolutions.com. In our wider training course, in addition to Udemy topics, you will understand and learn advanced control techniques for process dynamics, linearity and superposition and transfer function concepts with PITOPS labs for practice.

After completion of our full-blown STA200 training course, you will get an international diploma as a process control specialist and extended access to industrial software tools for simulation and optimization. For more information, please contact us at info@picontrolsolutions.com.