Revisiting the impulse response creates an improved PID autotuner
Industrial practice navigates a robust controller tuning due to fairly uncertain process information. A comprehensive process identification is often avoided due to operating conditions, continuous manufacturing, etc. When process properties or operating conditions change, controller re-tuning is often ignored resulting in long-term lower productivity outcomes. We introduce a novel methodology to extract relevant process information from short and minimally rich datasets. Specifically, a sine test of duration related to settling time of the loop is superimposed on nominal process inputs. The method can be applied under both open and closed-loop operating conditions. The process impulse response coefficients are estimated and consequently provides a band limited, but accurate, frequency response. Based on this information, a robust PID controller can be (automatically) tuned. Numerical examples are provided to validate the theory. Additional experimental validation on an integrating and nonminimum phase process and on a poorly damped system is also provided. A comparison with one of the most widely used autotuning methods illustrates the relevance of the proposed approach.
Authors
- Clara M. Ionescu (ORCID: https://orcid.org/0000-0001-7685-035X)
- Isabela Birs (ORCID: https://orcid.org/0000-0001-5658-850X)
- Cristina I. Mureşan (ORCID: https://orcid.org/0000-0003-2301-4133)
- Robin De Keyser
Institutions
- Technical University of Cluj-Napoca (RO)
- Flanders Make (Belgium) (BE)
Publication Details
- Journal
- Scientific Reports
- Published
- 2025-10-16
- DOI
- https://doi.org/10.1038/s41598-025-20027-4
- Primary Topic
- Advanced Control Systems Design
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Ministerul Cercetării, Inovării şi Digitalizării
- Unitatea Executiva pentru Finantarea Invatamantului Superior, a Cercetarii, Dezvoltarii si Inovarii
- Vlaamse regering