Need to reach Taian from Shanghai airport through train, please guide

Do you mean Pudong Airport? If so, you can take subway line 2 from the airport to Hongqiao Railway Station and then take high speed train there to Taian. Or you can choose to take the airport shuttle bus line 1 to Hongqiao Airport first and then walk about several minutes to Hongqiao train station to take the train.