TY  - CONF
AU  - Stoyanova, Ivelina
AU  - Şensebat, Orkun
AU  - Ji, Yanjun
AU  - Ganeshamurthy, Priyanka Arkalgud
AU  - Kajganic, Sonja
AU  - Willsch, Dennis
AU  - Monti, Antonello
TI  - Quantum Computing Methods for Dynamic State Estimation in Power Systems
PB  - IEEE
M1  - FZJ-2026-00141
SP  - 5p.
PY  - 2025
AB  - This work investigates the applicability, limitations and advantages of six quantum computing methods for a dynamic state estimation scenario. The paper analyzes the computational challenges of a Kalman filter scenario to evaluate the feasibility of the quantum computing methods for this use case. The methods are introduced with their mathematical formulations and compared based on their level of maturity, their compatibility with existing hardware, the expected speedup and the caveats relevant to their applicability for the dynamic state estimation scenario. The central findings are that two of the methods are not applicable and two methods will not be further considered due to issues with the scalability. However, two methods seem promising for the application and will be used for more advanced studies on the matter.
T2  - 2025 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe)
CY  - 20 Oct 2025 - 23 Oct 2025, Valletta (Malta)
Y2  - 20 Oct 2025 - 23 Oct 2025
M2  - Valletta, Malta
LB  - PUB:(DE-HGF)8
DO  - DOI:10.1109/ISGTEurope64741.2025.11305506
UR  - https://juser.fz-juelich.de/record/1050341
ER  -