The primary purpose of a penalty box in ice hockey is to temporarily remove players from the game as a consequence of committing fouls or rule infractions. Players serve time in the penalty box, typically lasting two or five minutes, depending on the severity of the infraction. This mechanism creates a power play situation for the opposing team, allowing them a strategic opportunity to score during the player's absence. The penalty box is critical for maintaining discipline and fairness in the game.