Digital Twin is a solution to complex manufacturing issues. Digital Twin represents the real situation into a digital model, offering a risk-free environment where users can design the most optimal plan and strategy to achieve smart manufacturing. Smart Manufacturing optimizes information flow and manufacturing process to achieve better efficiency and productivity. Therefore, we propose a Digital Twin service framework regarding different spectrum from "System strategy, Virtual commissioning, Offline programming, Multiple Physics, and finally to the application of Big Data and AI to turn decision making easier and more intelligent. In conclusion, the Digital-Twin service framework has told a lot of successful stories about optimal manufacturing plan, zero waste production through the two-way connection between virtual and real world. The Digital-Twin service framework we have proposed provides every decision maker reference, evidence and confidence when they are confronted with complex situations in the real world.