In this paper，a new method of tool condition monitoring in milling by fuzzy set theory has been studied，the relationship between the tool conditions and monitoring indices (features) is described by a linear fuzzy equation，the parameters of this equation are determined in accordance with the possibility and the probability distributions of the learning samples. In order to verify its effectiveness，the controlled experiments of tool condition monitoring in milling has been made. the results show that it is effective to tool condition monitoring.