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676 Results Found

  • Article
  • Open Access
37 Citations
8,632 Views
41 Pages

Implementation and Evaluation of Dynamic Task Allocation for Human–Robot Collaboration in Assembly

  • Christoph Petzoldt,
  • Dario Niermann,
  • Emily Maack,
  • Marius Sontopski,
  • Burak Vur and
  • Michael Freitag

9 December 2022

Human–robot collaboration is becoming increasingly important in industrial assembly. In view of high cost pressure, resulting productivity requirements, and the trend towards human-centered automation in the context of Industry 5.0, a reasonabl...

  • Article
  • Open Access
16 Citations
5,344 Views
16 Pages

Brain–Computer Interface and Hand-Guiding Control in a Human–Robot Collaborative Assembly Task

  • Yevheniy Dmytriyev,
  • Federico Insero,
  • Marco Carnevale and
  • Hermes Giberti

5 August 2022

Collaborative robots (Cobots) are compact machines programmable for a wide variety of tasks and able to ease operators’ working conditions. They can be therefore adopted in small and medium enterprises, characterized by small production batches...

  • Article
  • Open Access
6 Citations
3,492 Views
18 Pages

19 October 2021

To meet the control requirements of high precision and high robustness for peg-in-hole assembly tasks, an optimized control method for a peg-in-hole assembly task of a space manipulator is proposed to reduce the system disturbance caused by the chang...

  • Article
  • Open Access
508 Views
30 Pages

We presented a biomimetic approach to designing robot-to-human handover of objects in a collaborative assembly task. We developed a human–robot hybrid cell where a human and a robot collaborated with each other to perform the assembly operation...

  • Article
  • Open Access
4 Citations
7,059 Views
14 Pages

Screwdriving Gripper That Mimics Human Two-Handed Assembly Tasks

  • Sangchul Han,
  • Myoung-Su Choi,
  • Yong-Woo Shin,
  • Ga-Ram Jang,
  • Dong-Hyuk Lee,
  • Jungsan Cho,
  • Jae-Han Park and
  • Ji-Hun Bae

27 January 2022

Conventional assembly methods using robots need to change end-effectors or operate two robot arms for assembly. In this study, we propose a screwdriving gripper that can perform the tasks required for the assembly using a single robot arm. The propos...

  • Article
  • Open Access
7 Citations
3,171 Views
21 Pages

Hybrid Task Allocation of an AGV System for Task Groups of an Assembly Line

  • Ya Hu,
  • Xing Wu,
  • Jingjing Zhai,
  • Peihuang Lou,
  • Xiaoming Qian and
  • Haining Xiao

28 October 2022

An AGV system can be used to transport different-size materials in an assembly line. The hybrid task allocation problem is involved in the assembly line, where both single-AGV tasks and multi-AGV tasks exist. However, there is little research on this...

  • Article
  • Open Access
22 Citations
4,249 Views
14 Pages

28 September 2022

Human–robot collaboration (HRC) is a new and challenging discipline that plays a key role in Industry 4.0. Digital transformation of industrial plants aims to introduce flexible production lines able to adapt to different products quickly. In t...

  • Feature Paper
  • Article
  • Open Access
38 Citations
6,471 Views
19 Pages

In human–robot collaborative assembly tasks, it is necessary to properly balance skills to maximize productivity. Human operators can contribute with their abilities in dexterous manipulation, reasoning and problem solving, but a bounded workload (co...

  • Article
  • Open Access
20 Citations
8,250 Views
16 Pages

Accelerating Interactive Reinforcement Learning by Human Advice for an Assembly Task by a Cobot

  • Joris De Winter,
  • Albert De Beir,
  • Ilias El Makrini,
  • Greet Van de Perre,
  • Ann Nowé and
  • Bram Vanderborght

16 December 2019

The assembly industry is shifting more towards customizable products, or requiring assembly of small batches. This requires a lot of reprogramming, which is expensive because a specialized engineer is required. It would be an improvement if untrained...

  • Article
  • Open Access
49 Citations
6,107 Views
14 Pages

A Practical and Effective Layout for a Safe Human-Robot Collaborative Assembly Task

  • Leonardo Sabatino Scimmi,
  • Matteo Melchiorre,
  • Mario Troise,
  • Stefano Mauro and
  • Stefano Pastorelli

17 February 2021

This work describes a layout to carry out a demonstrative assembly task, during which a collaborative robot performs pick-and-place tasks to supply an operator the parts that he/she has to assemble. In this scenario, the robot and operator share the...

  • Article
  • Open Access
8 Citations
3,732 Views
19 Pages

21 January 2020

This paper presents an integrated planner based on rapidly exploring random tree (RRT) for an assembly task with possible re-grasping. Given multiple grasp poses for the part to assemble, the planner chooses candidate grasp poses considering the envi...

  • Article
  • Open Access
1,094 Views
17 Pages

Remote support in general is a method that saves time and resources. A relatively new and promising technology for remote support that combines video conferencing and physical mobility is that of telepresence systems. The remote assistant, that is, t...

  • Article
  • Open Access
12 Citations
4,355 Views
22 Pages

Sensor-Based Motion Tracking System Evaluation for RULA in Assembly Task

  • Wenny Franciska Senjaya,
  • Bernardo Nugroho Yahya and
  • Seok-Lyong Lee

17 November 2022

Industries need a mechanism to monitor the workers’ safety and to prevent Work-related Musculoskeletal Disorders (WMSDs). The development of ergonomics assessment tools helps the industry evaluate workplace design and worker posture. Many studi...

  • Article
  • Open Access
7 Citations
3,352 Views
10 Pages

30 December 2022

In modern robot applications, there is often a need to manipulate previously unknown objects in an unstructured environment. The field of grasp-planning deals with the task of finding grasps for a given object that can be successfully executed with a...

  • Article
  • Open Access
626 Views
18 Pages

11 October 2025

In many current assembly scenarios, efficient collaboration between humans and robots can improve collaborative efficiency and quality. However, the efficient arrangement of human–robot collaborative (HRC) tasks constitutes a significant challe...

  • Proceeding Paper
  • Open Access
9 Citations
3,355 Views
6 Pages

14 November 2019

Human-robot collaboration combines the extended capabilities of humans and robots to create a more inclusive and human-centered production system in the future. However, human safety is the primary concern for manufacturing industries. Therefore, rea...

  • Article
  • Open Access
4 Citations
3,352 Views
15 Pages

29 September 2020

In most mass-production assembly lines, workers perform a set of tasks repetitively predefined by assembly line balancing techniques. The static task assignment often leads to low productivity when the assembly system faces disruptions or uncertainti...

  • Article
  • Open Access
1,017 Views
15 Pages

24 September 2025

The growing adoption of modular robotic systems presents new challenges in ensuring ease of assembly, deployment, and reconfiguration, especially for end-users with varying technical expertise. This study proposes and validates an Assembly Complexity...

  • Article
  • Open Access
22 Citations
4,106 Views
20 Pages

26 October 2023

The disruptive deployment of collaborative robots, named cobots, in Industry 5.0 has brought attention to the safety and ergonomic aspects of industrial human–robot interaction (HRI) tasks. In particular, the study of the operator’s menta...

  • Article
  • Open Access
16 Citations
4,888 Views
18 Pages

3 January 2023

The human–robot collaboration (HRC) solutions presented so far have the disadvantage that the interaction between humans and robots is based on the human’s state or on specific gestures purposely performed by the human, thus increasing th...

  • Article
  • Open Access
1,837 Views
23 Pages

25 November 2024

Currently, research on peg-in-hole (PiH) compliant assembly is predominantly limited to circular pegs and holes, with insufficient exploration of various complex-shaped PiH tasks. Furthermore, the degree of freedom for rotation about the axis of the...

  • Article
  • Open Access
10 Citations
4,323 Views
15 Pages

10 August 2021

This study explored how levels of automation (LOA) influence human robot collaboration when operating at different levels of workload. Two LOA modes were designed, implemented, and evaluated in an experimental collaborative assembly task setup for fo...

  • Article
  • Open Access
1 Citations
940 Views
31 Pages

27 July 2025

This study introduces a novel approach for minimizing assembly errors in wind turbine gearboxes using a hybrid optimization algorithm, Particle Swarm-Bacteria Foraging Optimization (PSBFO). By integrating error-driven task sequencing and real-time er...

  • Article
  • Open Access
49 Citations
5,742 Views
19 Pages

14 January 2021

(1) Background: Cognitive aspects and complexity in modern manual mixed model assembly are increasing. To reduce mental workload (MWL), informational assistance systems are introduced. The influence of complexity and used assistance system on MWL sho...

  • Article
  • Open Access
7 Citations
3,830 Views
14 Pages

15 November 2022

Robotic assembly lines are widely applied to mass production because of their adaptability and versatility. As we know, using robots will lead to energy-consumption and pollution problems, which has been a hot-button topic in recent years. In this pa...

  • Article
  • Open Access
91 Views
20 Pages

9 February 2026

Reliable detection of contact states, such as the “mating” of connectors, is crucial for high-quality teleoperated assembly. Conventional systems relying solely on visual and continuous force feedback often fail to convey these discrete h...

  • Review
  • Open Access
15 Citations
7,459 Views
30 Pages

Research Perspectives in Collaborative Assembly: A Review

  • Thierry Yonga Chuengwa,
  • Jan Adriaan Swanepoel,
  • Anish Matthew Kurien,
  • Mukondeleli Grace Kanakana-Katumba and
  • Karim Djouani

In recent years, the emergence of Industry 4.0 technologies has introduced manufacturing disruptions that necessitate the development of accompanying socio-technical solutions. There is growing interest for manufacturing enterprises to embrace the dr...

  • Article
  • Open Access
17 Citations
4,390 Views
23 Pages

A Task-Learning Strategy for Robotic Assembly Tasks from Human Demonstrations

  • Guanwen Ding,
  • Yubin Liu,
  • Xizhe Zang,
  • Xuehe Zhang,
  • Gangfeng Liu and
  • Jie Zhao

25 September 2020

In manufacturing, traditional task pre-programming methods limit the efficiency of human–robot skill transfer. This paper proposes a novel task-learning strategy, enabling robots to learn skills from human demonstrations flexibly and generalize...

  • Article
  • Open Access
3 Citations
1,975 Views
15 Pages

Skill-Learning Method of Dual Peg-in-Hole Compliance Assembly for Micro-Device

  • Yuting Wu,
  • Juan Zhang,
  • Yi Yang,
  • Wenrong Wu and
  • Kai Du

19 October 2023

For the dual peg-in-hole compliance assembly task of upper and lower double-hole structural micro-devices, a skill-learning method is proposed. This method combines offline training in a simulation space and online training in a realistic space. In t...

  • Article
  • Open Access
3 Citations
3,292 Views
19 Pages

14 March 2023

This research deals with a U-shaped assembly line balancing problem in which items are fixed on the conveyor. Operators execute the assembly tasks without removing items from the conveyor as the assembly items are assumed to be unsuitable for manual...

  • Article
  • Open Access
9 Citations
3,619 Views
32 Pages

XOR Binary Gravitational Search Algorithm with Repository: Industry 4.0 Applications

  • Mojtaba Ahmadieh Khanesar,
  • Ridhi Bansal,
  • Giovanna Martínez-Arellano and
  • David T. Branson

16 September 2020

Industry 4.0 is the fourth generation of industry which will theoretically revolutionize manufacturing methods through the integration of machine learning and artificial intelligence approaches on the factory floor to obtain robustness and speed-up p...

  • Article
  • Open Access
1 Citations
1,690 Views
17 Pages

7 February 2023

In recent years, assembly line design methodologies have included the possibility of sharing tasks between stations. These approaches increase the throughput, improving the workload balance among the stations. Sharing operations can support the manag...

  • Article
  • Open Access
19 Citations
6,099 Views
17 Pages

Integration of Deep Learning and Collaborative Robot for Assembly Tasks

  • Enrico Mendez,
  • Oscar Ochoa,
  • David Olivera-Guzman,
  • Victor Hugo Soto-Herrera,
  • José Alfredo Luna-Sánchez,
  • Carolina Lucas-Dophe,
  • Eloina Lugo-del-Real,
  • Ivo Neftali Ayala-Garcia,
  • Miriam Alvarado Perez and
  • Alejandro González

18 January 2024

Human–robot collaboration has gained attention in the field of manufacturing and assembly tasks, necessitating the development of adaptable and user-friendly forms of interaction. To address this demand, collaborative robots (cobots) have emerg...

  • Article
  • Open Access
1 Citations
926 Views
22 Pages

23 July 2025

In this paper, we propose an active touch sensing algorithm designed for robust hole localization in 3D objects, specifically aimed at assembly tasks such as peg-in-hole operations. Unlike general object detection algorithms, our solution is tailored...

  • Review
  • Open Access
10 Citations
6,055 Views
20 Pages

Virtual Reality for Training in Assembly and Disassembly Tasks: A Systematic Literature Review

  • Valentina Di Pasquale,
  • Paolo Cutolo,
  • Carmen Esposito,
  • Benedetta Franco,
  • Raffaele Iannone and
  • Salvatore Miranda

2 August 2024

The evolving landscape of industrial manufacturing is increasingly embracing automation within smart factories. However, the critical role of human operators, particularly in manual assembly and disassembly tasks, remains undiminished. This paper exp...

  • Article
  • Open Access
17 Citations
4,972 Views
14 Pages

9 July 2020

Industry 4.0 provides a tremendous potential of data from the work floor. For manufacturing companies, these data can be very useful in order to support assembly operators. In literature, a lot of contributions can be found that present models to des...

  • Article
  • Open Access
31 Citations
7,314 Views
25 Pages

Prediction-Based Human-Robot Collaboration in Assembly Tasks Using a Learning from Demonstration Model

  • Zhujun Zhang,
  • Gaoliang Peng,
  • Weitian Wang,
  • Yi Chen,
  • Yunyi Jia and
  • Shaohui Liu

3 June 2022

Most robots are programmed to carry out specific tasks routinely with minor variations. However, more and more applications from SMEs require robots work alongside their counterpart human workers. To smooth the collaboration task flow and improve the...

  • Article
  • Open Access
3 Citations
2,319 Views
21 Pages

Digital Twin Driven Four-Dimensional Path Planning of Collaborative Robots for Assembly Tasks in Industry 5.0

  • Ilias Chouridis,
  • Gabriel Mansour,
  • Asterios Chouridis,
  • Vasileios Papageorgiou,
  • Michel Theodor Mansour and
  • Apostolos Tsagaris

Collaborative robots are vital in Industry 5.0 operations. They are utilized to perform tasks in collaboration with humans or other robots to increase overall production efficiency and execute complex tasks. Aiming at a comprehensive approach to asse...

  • Article
  • Open Access
6 Citations
4,482 Views
17 Pages

16 February 2023

This article investigates the realization of achieving safe and flexible assembly under manual teleoperation. A wearable positioning system for teleoperation assembly tasks was designed to provide great flexibility and operability. The 6D coordinate...

  • Article
  • Open Access
16 Citations
4,374 Views
22 Pages

12 January 2020

The accuracy and fluency of a handover task affects the work efficiency of human–robot collaboration. A precise and proactive estimation of handover time points by robots when handing over assembly parts to humans can minimize waiting times and...

  • Article
  • Open Access
3 Citations
4,931 Views
52 Pages

General Software Platform and Content Description Format for Assembly and Maintenance Task Based on Augmented Reality

  • Yiming Shen,
  • Shuntaro Ueda,
  • Yuichiro Fujimoto,
  • Taishi Sawabe,
  • Masayuki Kanbara and
  • Hirokazu Kato

6 February 2023

Augmented reality (AR) support systems have proven to be effective in supporting various tasks, but are not yet widely used in real-world applications due to their high development costs. Although several AR authoring tools have been proposed for con...

  • Article
  • Open Access
9 Citations
3,468 Views
16 Pages

21 March 2022

Robot automatic assembly of weak stiffness parts is difficult due to potential deformation during assembly. The robot manipulation cannot adapt to the dynamic contact changes during the assembly process. A robot assembly skill learning system is desi...

  • Article
  • Open Access
7 Citations
4,539 Views
16 Pages

Effect of Cycling on a Stationary Bike While Performing Assembly Tasks on Human Physiology and Performance Parameters

  • Atef M. Ghaleb,
  • Tamer M. Khalaf,
  • Mohamed Z. Ramadan,
  • Adham E. Ragab and
  • Ahmed Badwelan

Objective: This study evaluated participants’ ability to assemble a computer keyboard while at a cycling workstation. Depending on task completion time, error percentage, and workload based on subjective workload ratings, subjective body discom...

  • Article
  • Open Access
8 Citations
2,858 Views
14 Pages

Online Cartesian Compliance Shaping of Redundant Robots in Assembly Tasks

  • Branko Lukić,
  • Kosta Jovanović,
  • Leon Žlajpah and
  • Tadej Petrič

28 December 2022

This paper presents a universal approach to shaping the mechanical properties of the interaction between a collaborative robot and its environment through an end-effector Cartesian compliance shaping. More specifically, the focus is on the class of k...

  • Article
  • Open Access
24 Citations
7,387 Views
10 Pages

Perspectives on Assistive Systems for Manual Assembly Tasks in Industry

  • Josef Wolfartsberger,
  • Jean D. Hallewell Haslwanter and
  • René Lindorfer

Small lot sizes in modern manufacturing present new challenges for people doing manual assembly tasks. Assistive systems, including context-aware instruction systems and collaborative robots, can support people to manage the increased flexibility, wh...

  • Article
  • Open Access
4 Citations
3,373 Views
16 Pages

8 December 2022

Past studies have used eye-tracking glasses to analyze people’s perception of visual stimuli, usually regarding wayfinding, safety, or visual appeal. Some industries, such as the automotive industry, studied the effects of visual stimuli on tas...

  • Article
  • Open Access
1,695 Views
10 Pages

8 December 2023

(1) Background: Dementia and mild cognitive impairment (MCI) are still underdiagnosed in the general population. Impaired odor identification has been identified as an early marker of MCI and dementia. We aim to investigate whether short tasks, in wh...

  • Article
  • Open Access
555 Views
14 Pages

Visual Localization and Policy Learning for Robotic Large-Diameter Peg-in-Hole Assembly Tasks

  • Tao Liang,
  • Dingrong Wang,
  • Wenzhi Ma,
  • Lei Zhang and
  • Dongsheng Chen

23 November 2025

The conventional component assembly techniques employed in manufacturing industries typically necessitate laborious manual parameter calibration prior to system deployment, while existing vision-based control algorithms suffer from limited adaptabili...

  • Article
  • Open Access
18 Citations
5,541 Views
17 Pages

8 February 2023

Components assembly and disassembly are fundamental tasks in manufacturing and the product service industry. Job instructions are required for novice and inexperienced workers to perform such tasks. Conventionally, job instructions may be presented v...

  • Article
  • Open Access
2 Citations
2,007 Views
23 Pages

26 January 2025

Due to the uncertainty and complexity of the assembly process, the trajectory planning of a robot needs to consider the real-time obstacle avoidance problem when it completes the assembly in the unstructured workspace. To realize the safe assembly of...

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