It’s also worth remembering that refineries process huge amounts of volatile material, so even small issues can lead to big problems if conditions align badly.
Someone mentioned how often massive plume fires happen. Looking back, there was a big one in Wisconsin in 2018 that filled the sky with black smoke and forced evacuations.