Use of and performance of ostomy appliances are enhanced by providing one or more sensors to an ostomy pouch; collecting sensor data by sensors to form a history of events impinging on the ostomy pouch and conditions of the pouch over time; comparing the sensor data to historical sensor data for a similar ostomy pouch to predict a reduction in nominal wear time; and notifying a user of the predicted reduction in nominal wear time.