Explain how Capacitors increase when the distance of the two parallel plate decrease?

Answer 1

the capacitors do not decrease -- the capacitance does.
As usual, google is the first place to go for general explanations such as this. Or maybe your textbook.

Answer 2

physics.stackexchange.com/questions/321032/why-as-distance-decreases-capacitance-increases