Design and Optimization of Feedback Controllers for Motion Control in the Manufacturing System for Digital Twin

Design and Optimization of Feedback Controllers for Motion Control in the Manufacturing System for Digital Twin

연구 분야: Infrastructure

학회: SN Computer Science

If the classic fatal development approach's conventional distribution procedure reveals structural flaws, digital twin (DT) can enable hardware-in-the-loop modeling of individual actual devices and cyber models that may be exploited to prevent the significant expense of production method transformation. A quad-play CMCO (configuration, motion, control, and optimization) concept structure is proposed for the development of the flow-type smart manufacturing system in the Industry 4.0 environment, which is dependent on the DT concept. The CMCO architecture system repetition mechanism is explained. The comprehensive embedding of the quad-play CMCO paradigm and the DT approach are two significant design approaches for permitting the customizable and development tools construction of flow category smart manufacturing systems. Depending on the CMCO concept, a version of the DT (digital twin) system-developed proposed methods are demonstrated. A literature review of the glass industrial sector is used to support the validity of the development cost that relies on DTs. The outcome demonstrates the viability and efficacy of the DT system-based design scheme.