Aegea will receive as much as $1 billion in fresh capital from shareholders, led by Singapore sovereign wealth fund GIC Pte and Itaúsa SA, as it prepares a potential bid for Minas Gerais’ state-owned utility Copasa, according to people familiar with the matter.