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Article

Discharge-Based DC-Bus Voltage Link Capacitor Monitoring with Repetitive Recursive Least Squares Method for Hybrid-Electric Aircraft

by
Stanisław Oliszewski
,
Marcin Pawlak
and
Mateusz Dybkowski
*
Department of Electrical Machines, Drives and Measurements, Wroclaw University of Science and Technology, Wyb. Wyspianskiego 27, 50-370 Wroclaw, Poland
*
Author to whom correspondence should be addressed.
Energies 2025, 18(17), 4743; https://doi.org/10.3390/en18174743
Submission received: 24 July 2025 / Revised: 29 August 2025 / Accepted: 30 August 2025 / Published: 5 September 2025
(This article belongs to the Special Issue Electric Machinery and Transformers III)

Abstract

Hybrid-electric aircraft require a reliable power distribution architecture. The electrical drive system is connected to the power source via a DC-link composed mostly of capacitors—one of the faultiest power electronic components. In order to ensure the safe operation of the aircraft, DC-link capacitor condition monitoring is needed. The main requirements for such an algorithm are low data consumption and the possibility to use it in generator- or battery-powered systems. The proposed discharge-based repetitive recursive least squares (RRLS) method provides satisfactory estimates utilizing small data packages. Its execution during capacitor discharge makes it independent from the power source type. Based on the capacitor’s physical parameters, the computational complexity of the estimation process is reduced. Simulation validation and experimental tests were conducted. An analysis was carried out in a capacitance range between 705 μF and 1175 μF. The effective range of the algorithm is 881 μF–1044 μF, with an estimation error of less than 5%. Additionally, a range of changes in the time constant of the multiplier of 0.1–10 was tested in the simulation study.
Keywords: RLS; DC-link capacitors; power electronics; condition monitoring; health monitoring; hybrid aircraft RLS; DC-link capacitors; power electronics; condition monitoring; health monitoring; hybrid aircraft

Share and Cite

MDPI and ACS Style

Oliszewski, S.; Pawlak, M.; Dybkowski, M. Discharge-Based DC-Bus Voltage Link Capacitor Monitoring with Repetitive Recursive Least Squares Method for Hybrid-Electric Aircraft. Energies 2025, 18, 4743. https://doi.org/10.3390/en18174743

AMA Style

Oliszewski S, Pawlak M, Dybkowski M. Discharge-Based DC-Bus Voltage Link Capacitor Monitoring with Repetitive Recursive Least Squares Method for Hybrid-Electric Aircraft. Energies. 2025; 18(17):4743. https://doi.org/10.3390/en18174743

Chicago/Turabian Style

Oliszewski, Stanisław, Marcin Pawlak, and Mateusz Dybkowski. 2025. "Discharge-Based DC-Bus Voltage Link Capacitor Monitoring with Repetitive Recursive Least Squares Method for Hybrid-Electric Aircraft" Energies 18, no. 17: 4743. https://doi.org/10.3390/en18174743

APA Style

Oliszewski, S., Pawlak, M., & Dybkowski, M. (2025). Discharge-Based DC-Bus Voltage Link Capacitor Monitoring with Repetitive Recursive Least Squares Method for Hybrid-Electric Aircraft. Energies, 18(17), 4743. https://doi.org/10.3390/en18174743

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