Aspects of the disclosure can provide a method for replacing a customer replaceable unit (CRU) in a printing system. The method can include determining a historic usage pattern for a CRU during a usage of the CRU, calculating a remaining time for the CRU based on the historic usage pattern, and signaling a user for ordering a new CRC when the remaining time for the CRU is substantially equivalent to a pre-determined value.