Predictive maintenance In the steam cracker, where many important basic chemical building blocks for subsequent use in production at BASF are produced, several thousand sensors capture process data such as pressure and temperature around the clock. This information is evaluated by analysis software to predict the best time for maintenance work, avoiding unplanned downtime and operating the plant in the best possible way.