Yes, it is possible to join pieces of aluminum flexible duct using connectors or fittings designed for this purpose. Ensure a proper seal at the connection point to maintain HVAC efficiency. Use the appropriate size connector for your duct size and apply mastic and fiberglass mesh tape for a seamless join.