Study on big data framework for product design

With the arrival of the intelligent era, Big Data will play an increasingly important role in all aspects of product design. In the product design stage, comprehensive evaluations such as product quality assessment and social demand exploration are directly associated with various data and information. The advantages of big data in data mining and model prediction can be used to provide new ideas for process optimization and problem improvement of design innovation. Based on this situation, this paper proposes a big data framework based on Hadoop for product design. The framework contains the complete flow of big data analysis, and these processes are efficiently connected with good efficiency and practicality. This paper selects the data sets of product quality design and product demand design respectively, mining the design factors in the product design process through data mining technology, thus providing new ideas for product design.