Industrial Robot Control System with a Predictive Maintenance Module Using IIoT Technology

The article describes solutions in the field of diagnostics of a control system based on a CNC and the cooperation with an industrial robot. The industrial robot is controlled directly from the CNC. Data exchange between the CNC and the robot controller allows for collecting the most important process data from the robot. Then, calculations are performed in the PLC using a number of functions to obtain consumption indicators of individual robot components. The data were visualized on the HMI screens of the CNC. Additionally, a dedicated interface was prepared to share these data using the MQTT protocol for IIoT solutions. The entire solution was implemented and then deployed in a real station. The presented solution is an extension of the possibilities of operating an industrial robot by CNC towards diagnostics and early failure prevention.

Authors

Institutions

Publication Details

Journal
Sensors
Published
2025-02-13
DOI
https://doi.org/10.3390/s25041154
Citations
6
Primary Topic
Flexible and Reconfigurable Manufacturing Systems
Type
article
Field-Weighted Citation Impact
7.45

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Industrial Robot Control System with a Predictive Maintenance Module Using IIoT Technology

Andrzej Wojtulewicz, Patryk Chaber
6 citations
Sensors
Flexible and Reconfigurable Manufacturing Systems
7.45
article

Industrial Robot Control System with a Predictive Maintenance Module Using IIoT Technology

Andrzej Wojtulewicz, Patryk Chaber
article en
6 citations

Abstract

The article describes solutions in the field of diagnostics of a control system based on a CNC and the cooperation with an industrial robot. The industrial robot is controlled directly from the CNC. Data exchange between the CNC and the robot controller allows for collecting the most important process data from the robot. Then, calculations are performed in the PLC using a number of functions to obtain consumption indicators of individual robot components. The data were visualized on the HMI screens of the CNC. Additionally, a dedicated interface was prepared to share these data using the MQTT protocol for IIoT solutions. The entire solution was implemented and then deployed in a real station. The presented solution is an extension of the possibilities of operating an industrial robot by CNC towards diagnostics and early failure prevention.

SensorsVol. 25(4)
Warsaw University of Technology (PL)
Politechnika Warszawska
Partnerships for the goals
Openalex Percentile: Top 3%
Flexible and Reconfigurable Manufacturing Systems
7.45
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Industrial Robot Control System with a Predictive Maintenance Module Using IIoT Technology — Andrzej Wojtulewicz, Patryk Chaber · Sensors (2025) | TGRS Research Map | TGRS