Equivalent capacitance in parallel refers to the total capacitance of multiple capacitors connected in parallel, which is found by simply summing the individual capacitances of each capacitor. This concept illustrates how capacitors work together to store electrical energy, and it highlights that the voltage across each capacitor remains the same in a parallel connection, while the overall capacitance increases with additional capacitors.