Stored energy refers to the potential energy held within a system that can be released and transformed into other forms of energy when needed. In electrical systems, this concept is crucial as it relates to the ability of components like capacitors and inductors in RLC circuits to store and release energy, significantly impacting their behavior during resonance and oscillation.