Phelps Bay is a bay located in McKenzie County, North Dakota. It appears on the Charlson USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,830.99 feet (558.09 m) above sea level. The nearest populated place is Charlson, approximately 4.7 miles to the SW.