Stand-by
generators or other backup energy suppliers are necessary to offset the variability of renewable energy generation, which results in the cost for purchasing extra energy from other
sources. In order to minimize the cost for purchasing extra energy and increase energy efficiency, the stochastic characteristics and the dynamic cooperation between renewable energy generation and load demand should be carefully studied.