Ferrer easily won the first set after jumping out to a 5-0 lead and broke Berdych early in the second to clinch the win.
"I played well today and I was surprised as it has been a long time without playing a competition," Ferrer said.
"It's a fast court and this was the first time I played at night but I played a good game. I will enjoy a victory for now but tomorrow I will have to play my best against Novak."