You can just use else below your code.
<?php
if (has_post_thumbnail( $post->ID ) ):
$image = wp_get_attachment_image_src( get_post_thumbnail_id( $post->ID ), 'single-post-thumbnail' );
else:
$image = array( '/images/featured.jpg' );
endif;
$image_url = $image[0];
?>