Research on Brand Illustration Innovative Design Modeling Based on Industry 4.0

Abstract

With China’s attention to the requirements of brand illustration innovative design, under the background of Industry 4.0, the advantages of applying 3D modeling method in the field of traditional illustration design are becoming more and more prominent. Based on this, this paper studies the modeling method of brand illustration innovative design based on Industry 4.0 and constructs a 3D analysis model of illustration design based on cattle cooperative hybrid algorithm. This paper innovates the innovative design method of brand illustration under the background of Industry 4.0 from the three aspects of illustration structure, illustration style, and illustration creation method, uses the cattle cooperative hybrid algorithm to quantify its innovation, and realizes the intelligent evaluation of its innovation and the quantitative representation of modeling method based on the illustration database. The experimental results show that the illustration innovative design analysis model based on cattle collaborative hybrid algorithm can effectively combine the industrial 4.0 background, realize the modeling innovation at the three-dimensional level, and significantly improve its innovative design efficiency and modeling success rate.

A Machine Learning Approach on Data-Driven Thermal Monitoring of Induction Motors in Electrified Powertrains

“…Electrified or electric powertrains are comprised mainly of electric motors, batteries, and associated power electronics, all of which generate a certain degree of heat in the process of their work. Therefore, efficient thermal management of the components is paramount for the reliability and longevity of electric powertrains [10]- [12]. Historically, thermal management problems have been an area of extensive research and development activities with respect to electrified powertrains.…”