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Pregled bibliografske jedinice broj: 1078871

MPC framework for constrained wind turbine individual pitch control


Petrović, Vlaho; Jelavić, Mate; Baotić, Mato
MPC framework for constrained wind turbine individual pitch control // Wind energy, 24 (2021), 1; 54-68 doi:10.1002/we.2558 (međunarodna recenzija, članak, znanstveni)


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Naslov
MPC framework for constrained wind turbine individual pitch control

Autori
Petrović, Vlaho ; Jelavić, Mate ; Baotić, Mato

Izvornik
Wind energy (1095-4244) 24 (2021), 1; 54-68

Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni

Ključne riječi
actuator constraints, individual pitch control, model predictive control, wind turbine control

Sažetak
The reduction of structural loads is becoming an important objective for the wind turbine control system due to the ever-increasing specifications/demands on wind turbine rated power and related growth of turbine dimensions. Among various control algorithms that have been researched in recent years, the individual pitch control has demonstrated its effectiveness in wind turbine load reduction. Since the individual pitch control, like other load reduction algorithms, requires higher levels of actuator activity, one must take actuator constraints into account when designing the controller. This paper presents a method for the inclusion of such constraints into a predictive wind turbine controller. It is shown that the direct inclusion of constraints would result in a control problem that is nonconvex and difficult to solve. Therefore, a modification of the constraints is proposed that ensures the convexity of the control problem. Simulation results show that the developed predictive control algorithm achieves individual pitch control objectives while satisfying all imposed constraints.

Izvorni jezik
Engleski

Znanstvena područja
Elektrotehnika, Temeljne tehničke znanosti



POVEZANOST RADA


Ustanove:
Fakultet elektrotehnike i računarstva, Zagreb

Profili:

Avatar Url Mate Jelavić (autor)

Avatar Url Mato Baotić (autor)

Avatar Url Vlaho Petrović (autor)

Poveznice na cjeloviti tekst rada:

doi doi.org

Citiraj ovu publikaciju:

Petrović, Vlaho; Jelavić, Mate; Baotić, Mato
MPC framework for constrained wind turbine individual pitch control // Wind energy, 24 (2021), 1; 54-68 doi:10.1002/we.2558 (međunarodna recenzija, članak, znanstveni)
Petrović, V., Jelavić, M. & Baotić, M. (2021) MPC framework for constrained wind turbine individual pitch control. Wind energy, 24 (1), 54-68 doi:10.1002/we.2558.
@article{article, author = {Petrovi\'{c}, Vlaho and Jelavi\'{c}, Mate and Baoti\'{c}, Mato}, year = {2021}, pages = {54-68}, DOI = {10.1002/we.2558}, keywords = {actuator constraints, individual pitch control, model predictive control, wind turbine control}, journal = {Wind energy}, doi = {10.1002/we.2558}, volume = {24}, number = {1}, issn = {1095-4244}, title = {MPC framework for constrained wind turbine individual pitch control}, keyword = {actuator constraints, individual pitch control, model predictive control, wind turbine control} }
@article{article, author = {Petrovi\'{c}, Vlaho and Jelavi\'{c}, Mate and Baoti\'{c}, Mato}, year = {2021}, pages = {54-68}, DOI = {10.1002/we.2558}, keywords = {actuator constraints, individual pitch control, model predictive control, wind turbine control}, journal = {Wind energy}, doi = {10.1002/we.2558}, volume = {24}, number = {1}, issn = {1095-4244}, title = {MPC framework for constrained wind turbine individual pitch control}, keyword = {actuator constraints, individual pitch control, model predictive control, wind turbine control} }

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


Citati:





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