Massachusetts Institute of Technology has developed an adaptive, intelligent monitoring system for large power transformers which can summon attention to anomalous operation through paging devices. The system's ability to compare actual temperature measurements with predictions based on operating conditions and ambient temperature provides a much more sensitive measure of transformer condition. Continuous monitoring of oil chemistry also gives immediate indication of problems to prevent catastrophic failures.