Evidence map›Paper›PMID 40648406›Full record

ArticleSensors (Basel, Switzerland)2025

Construction and Validation of a Digital Twin-Driven Virtual-Reality Fusion Control Platform for Industrial Robots.

Wenxuan Chang, Wenlei Sun, Pinghui Chen, Huangshuai Xu

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
  2. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Wenxuan ChangSchool of Intelligent Manufacturing Modern Industry, Xinjiang University, Urumqi 830046, China.
Wenlei SunSchool of Intelligent Manufacturing Modern Industry, Xinjiang University, Urumqi 830046, China.
Pinghui ChenSchool of Intelligent Manufacturing Modern Industry, Xinjiang University, Urumqi 830046, China.
Huangshuai XuSchool of Intelligent Manufacturing Modern Industry, Xinjiang University, Urumqi 830046, China.

Funding

Research and Application Demonstration of Intelligent Welding System for Robotic Spatial Free-form Surface with High Precision and High Efficiency 2022LQ03007
6 · The paper itself

Abstract

Traditional industrial robot programming methods often pose high usage thresholds due to their inherent complexity and lack of standardization. Manufacturers typically employ proprietary programming languages or user interfaces, resulting in steep learning curves and limited interoperability. Moreover, conventional systems generally lack capabilities for remote control and real-time status monitoring. In this study, a novel approach is proposed by integrating digital twin technology with traditional robot control methodologies to establish a virtual-real mapping architecture. A high-precision and efficient digital twin-based control platform for industrial robots is developed using the Unity3D (2022.3.53f1c1) engine, offering enhanced visualization, interaction, and system adaptability. The high-precision twin environment is constructed from the three dimensions of the physical layer, digital layer, and information fusion layer. The system adopts the socket communication mechanism based on TCP/IP protocol to realize the real-time acquisition of robot state information and the synchronous issuance of control commands, and constructs the virtual-real bidirectional mapping mechanism. The Unity3D platform is integrated to develop a visual human-computer interaction interface, and the user-oriented graphical interface and modular command system effectively reduce the threshold of robot use. A spatially curved part welding experiment is carried out to verify the adaptability and control accuracy of the system in complex trajectory tracking and flexible welding tasks, and the experimental results show that the system has high accuracy as well as good interactivity and stability.

Indexed as

digital twinhuman–computer interactionindustrial roboticsreality–virtual mappingsocket communicationUnity3D

Identifiers

PMID40648406
PMCPMC12251752

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.