The ban was signed by Pol Maj Gen Worasak Nopsittiporn, deputy city police commissioner.
The bridge, which is known as Sang He Bridge, is more than 50 years old and the weight of heavy vehicles could affect its structure.
The ban on six-wheel and heavier trucks was issued following the decision taken by a sub-committee on traffic, which met on December 8, 2011.