There is no "explosion" effect in the Simulation effects category. Perhaps you mean the Shatter effect. If so, then you should read about the properties that you can set and animate for that effect. You can change all sorts of properties, such as Strength, that affect such characteristics as how forcefully the pieces are ejected from the center.
In general, you just need to get comfortable with setting keyframes to control an effect's properties.