Machines (May 2024)

Enhancing Industrial Process Control: Integrating Intelligent Digital Twin Technology with Proportional-Integral-Derivative Regulators

  • Austeja Dapkute,
  • Vytautas Siozinys,
  • Martynas Jonaitis,
  • Mantas Kaminickas,
  • Milvydas Siozinys

DOI
https://doi.org/10.3390/machines12050319
Journal volume & issue
Vol. 12, no. 5
p. 319

Abstract

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This paper explores the integration of intelligent digital twin technology with PID regulators in industrial process control utilizing smart meter data. It presents a novel approach involving the creation of mathematical models to simulate real-time system behavior, thereby enhancing the PID control loop. The focus is on the development of specialized IT infrastructure to support this integration, which includes data acquisition, processing, and control optimization. This integration aims to not only improve control system efficiency but also introduce a robust predictive maintenance framework, offering significant benefits across a wide range of industrial applications.

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