How can I speed up my 3 wings fan?
Sounds like the fan motor is dying.  Sadly, nothing lasts forever.  The more expensive units can be repaired, but it sounds like you have a cheaper model that isn't made to be repairable.

Luckily, cheap ceiling fans are pretty affordable.  Mine cost under $40.

Time to replace it.