Integration of an ABB YuMi collaborative robot and a CNC doctor-blade coater into an event-driven cyber-physical manufacturing workcell

Abstract This work presents an event-driven cyber-physical manufacturing workcell that integrates an ABB YuMi collaborative robot with a computer numerical control (CNC) doctor-blade coater for laboratory-scale thin-film processing. Both subsystems retain their local motion-control routines, while Node-RED acts as the supervisory layer and coordinates process progression through high-level commands and reported execution states. Communication is implemented through a hybrid Ethernet/Wi-Fi architecture that links robotic handling, solution dispensing, coating, thermal transfer, and sample unloading within a common workflow. Five consecutive integrated executions were completed without reported interruption. A representative end-to-end YuMi–CNC supervisory handoff delay of approximately 12 ms was observed. A separate 320-exchange Transmission Control Protocol (TCP) ping–response characterization between YuMi and Node-RED gave a median of 6 ms, a mean of 25.87 ms, a 90th percentile of 19 ms, a 95th percentile of 113 ms, and a 99th percentile of 361 ms. The mean active process time per deposition was 91.705 ± 2.247 s ( n = 5); the programmed 180 s thermal-treatment dwell was handled as an overlapped, non-blocking stage and was therefore excluded from this metric. During the five runs, the independently monitored X-axis velocity ranged from 23.978 to 24.005 mm s⁻¹ for a programmed value of 24 mm s⁻¹. A sample-level Digital Process Record was generated for every substrate by associating prescribed conditions, monitored variables, environmental snapshots, and execution outcome with a unique sample identifier. The results provide an initial functional and temporal validation of integrating existing laboratory automation while preserving equipment-specific local control.

Authors

Institutions

Publication Details

Journal
The International Journal of Advanced Manufacturing Technology
Published
2026-11-09
DOI
https://doi.org/10.1007/s00170-026-19491-7
Primary Topic
Flexible and Reconfigurable Manufacturing Systems
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
NOV
article

Integration of an ABB YuMi collaborative robot and a CNC doctor-blade coater into an event-driven cyber-physical manufacturing workcell

Enrique Pérez‐Gutiérrez, María Judith Percino, Manuel J Heredia-Rios, Humberto Salazar et al.
The International Journal of Advanced Manufacturing Technology
Flexible and Reconfigurable Manufacturing Systems
article

Integration of an ABB YuMi collaborative robot and a CNC doctor-blade coater into an event-driven cyber-physical manufacturing workcell

Enrique Pérez‐Gutiérrez, María Judith Percino, Manuel J Heredia-Rios, Humberto Salazar, Francisco Domingo Calvo López
article en

Abstract

Abstract This work presents an event-driven cyber-physical manufacturing workcell that integrates an ABB YuMi collaborative robot with a computer numerical control (CNC) doctor-blade coater for laboratory-scale thin-film processing. Both subsystems retain their local motion-control routines, while Node-RED acts as the supervisory layer and coordinates process progression through high-level commands and reported execution states. Communication is implemented through a hybrid Ethernet/Wi-Fi architecture that links robotic handling, solution dispensing, coating, thermal transfer, and sample unloading within a common workflow. Five consecutive integrated executions were completed without reported interruption. A representative end-to-end YuMi–CNC supervisory handoff delay of approximately 12 ms was observed. A separate 320-exchange Transmission Control Protocol (TCP) ping–response characterization between YuMi and Node-RED gave a median of 6 ms, a mean of 25.87 ms, a 90th percentile of 19 ms, a 95th percentile of 113 ms, and a 99th percentile of 361 ms. The mean active process time per deposition was 91.705 ± 2.247 s ( n = 5); the programmed 180 s thermal-treatment dwell was handled as an overlapped, non-blocking stage and was therefore excluded from this metric. During the five runs, the independently monitored X-axis velocity ranged from 23.978 to 24.005 mm s⁻¹ for a programmed value of 24 mm s⁻¹. A sample-level Digital Process Record was generated for every substrate by associating prescribed conditions, monitored variables, environmental snapshots, and execution outcome with a unique sample identifier. The results provide an initial functional and temporal validation of integrating existing laboratory automation while preserving equipment-specific local control.

The International Journal of Advanced Manufacturing Technology
Universidad Popular Autónoma del Estado de Puebla (MX), Benemérita Universidad Autónoma de Puebla (MX)
Flexible and Reconfigurable Manufacturing Systems
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.

Laika access coming soon