heat the peanut oil in a 5-quart dutch oven over high heat until it reaches 350of on a deep-fry thermometer. adjust the heat to maintain temperature. gently place the falafel, 1 at a time, into the hot oil. fry 4 at a time until deep golden brown, 5 to 7 minutes.