grammar - What is the difference between "were" and "have been"?

What is the difference between "were" and "have been", and are these sentences gramatically correct?

1) some of the best known writers of detective fiction in the twentieth century were women.
2) some of the best known writers of detective fiction in the twentieth century have been women.