Phelps Lake is a lake located in Tuscola County, Michigan. It appears on the Mayville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 780.27 feet (237.83 m) above sea level. The nearest populated place is Mayville, approximately 3.2 miles to the SW.