A new fully digital loose part monitoring system is presented, which i
s in operation at a VVER-440 Unit. The system uses generally new princ
iples (autoregressive modelling and sequential probability ratio testi
ng) for the identification of events. The expert part uses the closest
neighbour method to classify the events. (C) 1997 Elsevier Science Lt
d.