When? Depends on who you ask.
Ask an astronomer or layman, and it's the September equinox, this year September 22.
Ask a meteorologist, and it's always September 1, because we go by first of the month for all the seasons—I don't agree with it, but it's apparently easier statistically that way.
Some may tell you the day after Labor Day.