关键词: 大规模定制, 工时, 误差修正系数, 反向传播（BP）神经网络, 模糊语言量表, matlab

Abstract: In order to improve the accuracy of the man-hour calculation under the environment of mass customization, a method for determining man-hour based on error correction coefficient is proposed due to the complexity of man-hour influence factors. In this paper, the evaluation system of man-hour influence factors is established. The fuzzy linguistic questionnaire method is used to evaluate the influence factors and the fuzzy comprehensive evaluation of key influence factors is obtained. By using BP neural network method, the mapping relationship between influence factors and error correction coefficient is determined after training network through Matlab. Then the error correction coefficient is obtained and the precise calculation of man-hour is achieved. This method is verified with strong operability and high accuracy by an example.

Key words: mass customization, man-hour, error correction coefficient, Back Propagation（BP） neural network, fuzzy linguistic questionnaire, matlab