She easily won over British Heather Watson by 6-2, 6-2. In the second qualifying round, she is set against Ukrainian Kateryna Kozlova.
The main tournament starts on Sunday with most of the world's best players.
Peterson took his first WTA title on Sunday, but waived games in this week's tournament in Canton due to foot problems.