This article firstly introduces the theory and purpose of evaluation of journals Through the Comparison of various journals evaluation methods, the author points out the limitations of single index and the infection of subjective factors in journals evaluation The article adopts data from the Chinese S&T journal citation reports, usese principal component analysis on the comprehensive evaluation on technology journals, and gives the relevant results of the evaluation At last the paper indicats the main issues and aspects in the application of this method