Pregled bibliografske jedinice broj: 1141060
Practical Implementation of a Hydro Power Unit Active Power Regulation Based on an MPC Algorithm
Practical Implementation of a Hydro Power Unit Active Power Regulation Based on an MPC Algorithm // IEEE transactions on energy conversion, 37 (2021), 1; 243-253 doi:10.1109/TEC.2021.3094059 (međunarodna recenzija, članak, znanstveni)
CROSBI ID: 1141060 Za ispravke kontaktirajte CROSBI podršku putem web obrasca
Naslov
Practical Implementation of a Hydro Power Unit
Active Power Regulation Based on an MPC Algorithm
Autori
Beus, Mateo ; Pandžić, Hrvoje
Izvornik
IEEE transactions on energy conversion (0885-8969) 37
(2021), 1;
243-253
Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni
Ključne riječi
load frequency control ; Pelton turbine ; programmable logic controller ; model predictive control ; turbine governor
Sažetak
Traditionally, proportional integral derivative (PID) based governors represent the standard in the hydro turbine industry primarily due to their robustness and simple implementation. However, the weakness of these controllers is their design based on linear models and fixed parameters structure. This implies that the controller's parameters are usually calculated for the critical operating point leading to the controller's underperformance when operating away from the critical operating point. This paper introduces a Model Predictive Control (MPC) based hydro turbine's governor load/frequency controller whose linear prediction model parameters are updated depending on the operating point. The main intention of the paper is to reduce the gap between theoretical contributions and industrial practice. In that regard, an experimental validation is achieved by implementing the introduced MPC algorithm to a laboratory hydro power plant's governor Programmable Logic Controller (PLC) and comparing the responses with the gain-scheduled PI controller.
Izvorni jezik
Engleski
Znanstvena područja
Elektrotehnika
POVEZANOST RADA
Ustanove:
Fakultet elektrotehnike i računarstva, Zagreb
Citiraj ovu publikaciju:
Časopis indeksira:
- Current Contents Connect (CCC)
- Web of Science Core Collection (WoSCC)
- Science Citation Index Expanded (SCI-EXP)
- SCI-EXP, SSCI i/ili A&HCI
- Scopus