A system, a method, and an article of manufacture for determining an estimated combined battery state-parameter vector are provided. The method determines the estimated combined battery state-parameter vector based on a plurality of predicted combined battery state-parameter vectors, a plurality of predicted battery output vectors, and a battery output vector.