Pregled bibliografske jedinice broj: 587841
Model Update with Observer/Kalman Filter and Genetic Algorithm Approach
Model Update with Observer/Kalman Filter and Genetic Algorithm Approach // Transactions of FAMENA, 36 (2012), 2; 9-22 (međunarodna recenzija, članak, znanstveni)
CROSBI ID: 587841 Za ispravke kontaktirajte CROSBI podršku putem web obrasca
Naslov
Model Update with Observer/Kalman Filter and Genetic Algorithm Approach
Autori
Lozina, Željan ; Sedlar, Damir ; Vučina, Damir
Izvornik
Transactions of FAMENA (1333-1124) 36
(2012), 2;
9-22
Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni
Ključne riječi
system identification; model update; observer; Kalman filter; genetic algorithm
Sažetak
The discrete time Observer/Kalman model technique is implemented in order to identify the structure pulse response. The model update procedure based on finite element model pulse response of the test structure and the genetic algorithm is developed. The objective function evaluates the difference between the system and the model pulse responses. The modal assurance criteria implementation is considered. The model reduction in order to match model degrees of freedom (dofs) and test structure dofs involved in experiment is discussed. The case study on the frame test structure is provided.
Izvorni jezik
Engleski
Znanstvena područja
Strojarstvo, Temeljne tehničke znanosti
POVEZANOST RADA
Projekti:
023-0231744-1747 - INVERZNI POSTUPCI I NAPREDNI ALGORITMI U DINAMICI KONSTRUKCIJA I STROJEVA (Lozina, Željan, MZOS ) ( CroRIS)
023-0231744-3113 - Inteligentni i evolucijski algoritmi optimizacije materijala i konstrukcija (Vučina, Damir, MZOS ) ( CroRIS)
Ustanove:
Fakultet elektrotehnike, strojarstva i brodogradnje, Split
Citiraj ovu publikaciju:
Časopis indeksira:
- Web of Science Core Collection (WoSCC)
- Science Citation Index Expanded (SCI-EXP)
- SCI-EXP, SSCI i/ili A&HCI
- Scopus
