It became a minor district (king amphoe) on 15 November 1974, consisting of the three tambons: Suan Phueng, Pa Waim, and Ban Bueng.

'bee garden') originates from Phueng trees (Ficus albipila) that are found in the district.

Neighboring districts are (from the north clockwise): Mueang Kanchanaburi and Dan Makham Tia of Kanchanaburi province; and Chom Bueng and Ban Kha of Ratchanburi Province.

Suan Phueng covers parts of tambon Suan Phueng, and Ban Chat Pa Wai covers parts of tambons Pa Wai and Tha Khoei.

The missing numbers are the tambon which now form Ban Kha minor district.