A review of robotic assembly strategies for the full operation procedure: planning, execution and evaluation

Y Jiang, Z Huang, B Yang, W Yang - Robotics and Computer-Integrated …, 2022 - Elsevier
The application of robots in mechanical assembly increases the efficiency of industrial
production. With the requirements of flexible manufacturing, it has become a research …

Benchmarking protocols for evaluating small parts robotic assembly systems

K Kimble, K Van Wyk, J Falco… - IEEE robotics and …, 2020 - ieeexplore.ieee.org
This article presents a set of performance metrics, test methods, and associated artifacts to
help progress the development and deployment of robotic assembly systems. The designs …

A machine learning framework for real-time identification of successful snap-fit assemblies

S Doltsinis, M Krestenitis… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Snap-fit assemblies are widely used in the manufacturing of several product types, allowing
part joining, while the parts remain unprocessed. The locking mechanism of a snap-fit is …

Automatic precision robot assembly system with microscopic vision and force sensor

Y Ma, K Du, D Zhou, J Zhang… - International Journal of …, 2019 - journals.sagepub.com
An automatic precision robot assembly system is established. The robot assembly system
mainly consists of an industrial robot, three cameras, a micro force sensor, and a specific …

Fast recognition of snap-fit for industrial robot using a recurrent neural network

T Cui, R Song, F Li, T Fu, C Wang… - IEEE Robotics and …, 2022 - ieeexplore.ieee.org
Snap-fit recognition is an essential capability for industrial robots in manufacturing. The goal
is to protect fragile parts by quickly detecting snap-fit signals in the assembly. In this letter …

Advances in robot technology supporting low-volume/high-mix small part assembly operations

J Falco, K Van Wyk, K Kimble - 2022 - nist.gov
Recent advancements in robotic arms and end-effectors have the potential to accelerate the
use of robotics for assembly. The force sensing and compliance capabilities used in …

Real-time event detection in time-series classification based on amplitude rejection

S Doltsinis, M Krestenitis… - 2018 Innovations in …, 2018 - ieeexplore.ieee.org
Classification methods are widely used in several types of applications and a lot of research
works report highly accurate results on their ability to predict in unseen data. However …