Before revision:  By introducing the auxiliary state processes and the modified dual space, we embed our original problem into an auxiliary time separable utility maximization problem with the shadow random endowment.
After revision:  By introducing the auxiliary state processes and a modified dual space, we embed our original problem into an auxiliary time separable utility maximization problem with the shadow random endowment.