The work aims to establish a comprehensive evaluation and control method to adapt to the current process status and process control data distribution characteristics, so as to solve the problem of extensive evaluation system of existing silk making, only focusing on the evaluation of quality results, ignoring the problem of control process itself. Through the construction of scientific evaluation structure among the multi-level of work section, process and process parameter, the weight of each level index was calculated by AHP. The quality index representation function of percentage system was established based on fuzzy algorithm. Finally, the process quality was evaluated by the comprehensive batch score model. The new evaluation model accurately and scientifically evaluated the whole process control level of the batch. According to the comprehensive score, the batch weak indicators can be traced and improved in real time, the excellent rate of the batch (the comprehensive score of the batch was greater than 95 points) was 91.2%. An intensive evaluation system for silk production is constructed. The deeply analysis of the production process control in the production from process parameters to the process step realizes the transformation from result evaluation to process evaluation, which can provide real-time reference to the operators and the manager of process, then helping them constantly improve the process control level.