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Data stream mining for predicting the thermal power consumption of the Mars Express spacecraft

Džeroski, Sašo; Kocev, Dragi; Stevanoski, Bozhidar +2 more

The Mars Express (MEX) spacecraft, operated by the European Space Agency (ESA), has been orbiting Mars for the past 18 years. During this period, it has provided unprecedented scientific data about the red planet, but it has also aged, and its batteries have degraded. Thus, MEX needs careful and accurate power modeling to continue its significant …