Abstract
To study the variation in resource allocation efficiency in a cloud 3D printing (C3DP) manufacturing grid, C3DP task modeling for a complex network model was established based on the dynamic coupling of nodes, taking cloud manufacturing resource characteristics such as distribution and diversity into account. Based on this idea, we propose an architecture of C3DP task modeling for complex networks based on the dynamic coupling of nodes. First, the model calculates the initial tasks and services by evaluating the quality of the manufacturing resources, and then, according to the strength of the correlations among various tasks and among services and tasks, a multiplex network model based on cloud tasks and services is constructed. Then, according to the description and its constraint structure definition of the C3DP order tasks, by using the intercept method for complex networks, this paper identifies the work breakdown structure of coupling task sets, simplifies the optimization process, and proposes a C3DP order task (C3DPOT) network modeling method. Third, on the basis of the formal description of C3DP service resources, an architecture of C3DP order task methods for complex networks based on the dynamic coupling of nodes is proposed. Finally, a Service_Net model example is designed to verify the feasibility of the method.
Highlights
Manufacturing (MFG) is undergoing rapid changes, along with the rapid development of information technology and other related technologies
To handle the dynamic characteristics of C3DP order task (C3DPOT), we propose a cloud 3D printing (C3DP) task modeling method based on orderdriven considerations
THE METHOD OF C3DPOT NETWORK MODELING The digital description of a C3DPOT is supported by a unified semantic expression and by data for C3DPOT decomposition and Cloud 3D printing services (C3DPSs) matching
Summary
Manufacturing (MFG) is undergoing rapid changes, along with the rapid development of information technology and other related technologies. C. Zhang et al.: Architecture of C3DP Task Modeling for Nodes Dynamic Scheduling and Coupling advanced MFG modes and systems (AMSs) have been proposed in recent years [2]. Zhang et al.: Architecture of C3DP Task Modeling for Nodes Dynamic Scheduling and Coupling advanced MFG modes and systems (AMSs) have been proposed in recent years [2] These include flexible MFG, computer-integrated MFG, agile MFG, sustainable MFG, networked MFG, service-oriented MFG, and cloud MFG(CMfg) [5]. Aiming at achieving creative innovation design and product customization, a multiple-variety, small batch and older (MSO) model with a market orientation is proposed [6], [43]. Customer requirements are integrated into large orders and decomposed into small tasks, or decentralized design resources (such as Maker) are integrated into cloud design and design tasks are assigned
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