Why are mid-latitudinal winds called westerlies?

At mid-latitudes, the permanent winds blow from the west towards the east direction. The name of these permanent winds comes from the direction of their origin. Hence, they are called the westerlies.

Further Reading:

• Types of Wind
• Forces Affecting Velocity And Direction Of Wind