In order to solve long training time, paralytic phenomenon and local minimum problem of BP, improved QPSO was put forward to train BP in this paper. And then a certain power supply combination in beam control system of a certain control and guide radar was taken as an example to collect voltage signal and forecasted,and its precision was very perfect and could satisfy prognostic demand.
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