How do I find my iPhone if the battery is dead

You cannot. The device must be powered on and must have an Internet connection. If it’s powered off already, you might be able to see last know location.

Locate a device in Find My iPhone on iCloud.com - Apple Support

If the battery is dead or the phone is not connected to the internet, it cannot send a location signal, so you will have to search the old-fashioned way.