Pregled bibliografske jedinice broj: 708461
Selection of measurements in topology estimation with mutual information
Selection of measurements in topology estimation with mutual information // Energy Conference (ENERGYCON), 2014 IEEE International
Cavtat, Hrvatska: Institute of Electrical and Electronics Engineers (IEEE), 2014. str. 589-596 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
CROSBI ID: 708461 Za ispravke kontaktirajte CROSBI podršku putem web obrasca
Naslov
Selection of measurements in topology estimation with mutual information
Autori
Krstulovic, Jakov ; Miranda, Vladimiro
Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni
Izvornik
Energy Conference (ENERGYCON), 2014 IEEE International
/ - : Institute of Electrical and Electronics Engineers (IEEE), 2014, 589-596
Skup
Energy Conference (ENERGYCON), 2014 IEEE International
Mjesto i datum
Cavtat, Hrvatska, 13.05.2014. - 16.05.2014
Vrsta sudjelovanja
Predavanje
Vrsta recenzije
Međunarodna recenzija
Ključne riječi
Mutual information; Network topology; Observability; Power systems State estimation; Topology
Sažetak
This paper discusses mechanisms for establishing an efficient decentralized methodology for the reconstruction of topology in power systems. The maximum mutual information criterion is proposed as a selection criterion for the inputs of a distributed topology estimator, based on mosaic of local auto-associative neural networks. The proposed concepts offer some strong theoretical support for an information theoretic perspective on power system state estimation. The results are confirmed by extensive tests conducted on the IEEE RTS 24-bus system.
Izvorni jezik
Engleski
Znanstvena područja
Elektrotehnika
POVEZANOST RADA
Ustanove:
Fakultet elektrotehnike, strojarstva i brodogradnje, Split
Profili:
Jakov Krstulović Opara
(autor)
