Optimal structure of multiple resource supply systems with storages

•Production system consuming multiple resources is considered.•Each resource supply subsystem has storage with limited capacity.•An algorithm for evaluating the expected system operation time is suggested.•The optimal system structure maximizing the expected profit is obtained.•The system production level is optimized.