My error. All I had to do was knock off the -css
and it worked.
Working code:
<?php
function dequeue_dequeue_plugin_style(){
wp_dequeue_style( 'plugin' ); //Name of Style ID.
}
add_action( 'wp_enqueue_scripts', 'dequeue_dequeue_plugin_style', 999 );
?>