Models for Managing Production Systems of Machine-Building Enterprises Based on the Development and Using of Their Digital Twins

Abstract

The paper discusses the goals and objectives of creating digital twins of the production system of a machine-building enterprise. The data structure of the information model of the production system of a machine-building enterprise, which is the basis for building a digital twin, is presented. The paper shows the main approaches to managing a production system based on the construction of its digital twin. It is revealed that along with traditional approaches to PS management by forming recommendations in terms of PS engineering and its operation, the choice of the most rational PS management algorithms that take into account the peculiarities of the production process organization and ensure the formation of production schedules that take into account PS reliability indicators has a great potential. It is proposed to use a specialized language of DPML to describe the information model of the PS through the “product-process-resource” paradigm, which ensures the coordination of the processes of forming recommendations in terms of engineering and operation of the PS, as well as the choice of the most rational algorithm for managing the PS.

Exploring Digital Twins Applications for Asset Management in the AEC/FM Industry

“…They have been used extensively in the AEC/FM industry at the planning, design, construction, and operating levels. The application of DTs in the AEC/FM industry can be categorized mainly in the heritage restoration [15][16][17], asset management [44][45][46][47][48], and sustainability [49][50][51][52][53][54][55] domains. Although digital twin applications have improved performance in the AEC/FM industry [56], several challenges should be addressed for large-scale, efficient technology implementation.…”

“…In total, 6881 assets and associated data were exported from the BIM models. Dolgov et al [46] discussed the challenges and aspects of developing DTs for production system management. The DT consisted of an information model and an evaluation system.…”

Calculation of technological cycles of manufacturing model blocks for the lost-wax casting method, taking into account the stability coefficient of the duration processes

“…However, such machines have high productivity and are often used in mass production. The operation includes a visual inspection of each wax model obtained [5][6][7][8][9].…”

Dynamic Data Scheduling of a Flexible Industrial Job Shop Based on Digital Twin Technology

“…e multidimensional and panoramic power grid virtual real fusion analysis method is adopted, combined with the quantitative regression statistical analysis method to realize the digital twin data fusion and regression analysis of the real scene space of the flexible industrial workshop, and the digital twin application construction realizes the integration of the "physical flexible industrial workshop" and the "virtual flexible industrial workshop" [15].…”