Mixed Reality-Based Monitoring and Supervisory Control of an Industrial Assembly Line Using Direct OPC UA and Modbus TCP Communication

Supervisory monitoring and control systems require prompt access to process data and information. The systems described in the literature utilize Mixed Reality (MR) technology and have different system architectures and communication methods. Some systems require the presence of intermediary elements for data exchange between the MR environment and the industrial control system. In this article, we suggest and develop an MR-based system for the supervisory monitoring and control of an industrial assembly line. The uniqueness of the suggested system consists of bidirectional communication between the MR system and the main PLC using the OPC UA protocol without intermediary elements in the MR–PLC communication chain. The Modbus TCP protocol is used for obtaining parameters from the network analyzer. The system allows us to monitor some process parameters and sensors on the assembly line and transfer supervisory commands from the MR interface to the main PLC using virtual controls on physical elements. The system was built using the MRTK library inside the Unity environment. To experimentally evaluate the system, experiments were conducted on the industrial assembly line, where the process parameters and communication performance were recorded under experimental conditions.

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Publication Details

Journal
Sensors
Published
2026-09-30
DOI
https://doi.org/10.3390/s26196208
Primary Topic
Flexible and Reconfigurable Manufacturing Systems
Type
article
Field-Weighted Citation Impact
0.00
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Mixed Reality-Based Monitoring and Supervisory Control of an Industrial Assembly Line Using Direct OPC UA and Modbus TCP Communication

Tudor Covrig, Liviu Cristian Miclea, Adrian Duka
Sensors
Flexible and Reconfigurable Manufacturing Systems
article

Mixed Reality-Based Monitoring and Supervisory Control of an Industrial Assembly Line Using Direct OPC UA and Modbus TCP Communication

Tudor Covrig, Liviu Cristian Miclea, Adrian Duka
article en

Abstract

Supervisory monitoring and control systems require prompt access to process data and information. The systems described in the literature utilize Mixed Reality (MR) technology and have different system architectures and communication methods. Some systems require the presence of intermediary elements for data exchange between the MR environment and the industrial control system. In this article, we suggest and develop an MR-based system for the supervisory monitoring and control of an industrial assembly line. The uniqueness of the suggested system consists of bidirectional communication between the MR system and the main PLC using the OPC UA protocol without intermediary elements in the MR–PLC communication chain. The Modbus TCP protocol is used for obtaining parameters from the network analyzer. The system allows us to monitor some process parameters and sensors on the assembly line and transfer supervisory commands from the MR interface to the main PLC using virtual controls on physical elements. The system was built using the MRTK library inside the Unity environment. To experimentally evaluate the system, experiments were conducted on the industrial assembly line, where the process parameters and communication performance were recorded under experimental conditions.

SensorsVol. 26(19)
Technical University of Cluj-Napoca (RO), Universitatea de Medicină, Farmacie, Științe și Tehnologie „George Emil Palade” din Târgu Mureș (RO)
Industry, innovation and infrastructure
Openalex Percentile: Top 12%
Flexible and Reconfigurable Manufacturing Systems
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Mixed Reality-Based Monitoring and Supervisory Control of an Industrial Assembly Line Using Direct OPC UA and Modbus TCP Communication — Tudor Covrig, Liviu Cristian Miclea, et al. · Sensors (2026) | TGRS Research Map | TGRS