“A distributed coordinated optimization operation strategy based on local adaptive penalty parameter alternating direction multiplier method (LA-ADMM) was proposed. The research team established an economic optimization model for island microgrid clusters and verified the advantages of LA-ADMM algorithm in accelerating solution and reducing comprehensive operation costs, providing a solution for coordinated operation of offshore island microgrids.”