add_filter( 'woocommerce_output_related_products_args', 'jk_related_products_args' );
function jk_related_products_args( $args ) {
    $args['exclude'] = array('2215, 2208, 1965, 1630'); // exclude products in ALGORDANZA Family Diamonds category
    return $args;
}