4.6 Article

The Modeling and Using Strategy for the Digital Twin in Process Planning

Journal

IEEE ACCESS
Volume 8, Issue -, Pages 41229-41245

Publisher

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/ACCESS.2020.2974241

Keywords

Manufacturing; Solid modeling; Process planning; Data models; Three-dimensional displays; Process design; Digital twin; DTPM; process planning; data perception; simulation optimization

Funding

  1. National Natural Science Foundation of China [51605204]
  2. China Postdoctoral Science Foundation [2018M630536]
  3. MIIT of China [MC-201704-Z02]
  4. National Defense Basic Scientific Research Program [JCKY2018414C002/15]

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Process planning is the core of guiding process production and one of the most critical parts to realize intelligent manufacturing of products. In order to realize the monitoring, simulation, prediction and control of the physical space in the intelligent manufacturing mode, the digital twin technology is used to guide the process planning. This research describes a modeling method of digital twin process model (DTPM) for manufacturing process and the contents of DT data, discusses the acquisition method of real-time data and the management method of simulation data. Aiming at the data fusion between physical space and virtual space, a hierarchical model and mapping strategy for multi-source heterogeneous data in machining process are proposed to generate the DT data. Finally, the guidance and the visualization function in process planning of DTPM is analyzed, and the effectiveness of this method is verified by choosing the design process of a key component in a marine diesel engine.

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