Digital twins have addressed many problems in some industrial applications. Here we give an overview of digital twins in industry from the perspective of theory, technology and applications to better showcase their components and connotations. Figure 1a depicts the three-dimensional digital twin model19, which is one of the most popular conceptual models. In addition, physical processes and virtual processes are executed alternately during the entire life cycle, as shown in the outer ring of Fig. 1c.