The Peace of the Eternal lies near to those who know themselves, who are disjoined from desire and passion, subdued in nature, of subdued thoughts.
In plain words: Krishna says that God's peace is close to people who know their true selves, who are free from desire and anger, and who keep their nature and thoughts under control.