Self learning and adaptive power on eliminates tedious parameter settings, automatically plans the operation curve of the door body to a very good state according to the dynamic response of various complex conditions in a timely manner, reduces the technical threshold and cost of automatic door installation, debugging, and maintenance, and avoids the error rate of manual debugging operations. At the same time, concise functional settings adapt to different usage scenarios, greatly satisfying user habits.