· The dynamic SBM model incorporating carryover activities is applied to cope with the efficiency changes from a long time point of view, and it is able to measure period specific efficiency based on the long time optimization during the whole period. As vertical integration is becoming the mainstream of development in PV industry, our research is no longer confined to .