Retraction note: Eco-reliable operation based on clean environmental condition for the grid-connected renewable energy hubs with heat pump and hydrogen, thermal and compressed air storage systems (Scientific Reports, (2025), 15, 1, (464), 10.1038/s41598-024-84231-4)