“Driven by the "dual carbon" goal, a two-stage optimization scheduling strategy for virtual power plants is proposed to address issues such as a single hydrogen energy cycle utilization pathway and insufficient load scheduling potential. This strategy considers the diverse consumption of hydrogen energy and the response to ultra carbon demand. The study establishes a coupling mechanism between hydrogen energy cycle and ultra carbon demand response, providing a new solution for synchronously improving the economic and low-carbon performance of virtual power plants.”