How to trigger a PHP script to send email on specific time stored in database

I have customer table in MySQL database with 'appointment_time' field.
I want to send an email to the customer on time specified in that field.
I have written PHP script to send an email but don't know how to automatically trigger it on the time specified in database.

Please help.