This article presents a novel scheme for condition monitoring of dc-link
capacitors in modular multilevel converters (MMCs). The proposed
solution uses estimated capacitance values of the dc-link capacitors for
indicating their state-of-health (SoH). Moreover, a comparative approach
is proposed where the estimated capacitance of all submodule capacitors
are used to separate parameter drifts caused by aging from parameter
drifts caused by other factors such as temperature change. It is shown
in simulation and experimental results that a short-term equal drift in
all capacitance estimates can be a result of factors other than aging.
However, a drift in the capacitance of one capacitor compared to the
average capacitance of all submodules may be attributed to aging of that
specific unit. Using the proposed comparative technique, there is no
need for additional temperature sensors to incorporate the effect of
temperature variations on the online estimations. Simulation and
experimental results prove an overall estimation error of less than 1%
when applying the proposed comparative technique.