why cannot use permanent magnets for large electricity production
A magnetic field alone does not generate any electricity by itself.  Energy can be converted from mechanical energy to electrical energy by means of a magnetic field.

This process is governed by Lorentz force and Faraday's law of induction

It is true though that a strong magnetic field improves the efficiency when converting mechanical energy into electrical energy.