Not energy — that comes from sleep and overall diet quality. The goal is to top up muscle glycogen and reduce protein catabolism during the session.
90–120 minutes before training: a balanced meal with 30–40g protein and moderate carbs. 30 minutes before: optional 20g fast-digesting protein if the meal window was missed.