Hubert Cecil Booth
In 1900, Booth saw that if you put a handkerchief between your mouth and the floor, you can inhale dust from the carpet. When he saw this, he wanted to invent something get out the dust. Finally in 1901 he patented the vacuum, with a mechanical system.