Add excerpt.php to the themes functions.php file, ommit the opening php tag. Update the p tags class as required.
<?php
add_filter( "the_excerpt", "add_class_to_excerpt" );
function add_class_to_excerpt( $excerpt ) {
return str_replace('<p', '<p class="excerpt"', $excerpt);
}