A review of robot learning for manipulation: Challenges, representations, and algorithms

O Kroemer, S Niekum, G Konidaris - Journal of machine learning research, 2021 - jmlr.org
A key challenge in intelligent robotics is creating robots that are capable of directly
interacting with the world around them to achieve their goals. The last decade has seen …

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 …

An HMM and polynomial regression based approach for remaining useful life and health state estimation of cutting tools

A Kumar, RB Chinnam, F Tseng - Computers & Industrial Engineering, 2019 - Elsevier
There has been considerable advances, over the last few decades, in sensing
instrumentation, hardware, signal processing algorithms, and internet technology …

Compare contact model-based control and contact model-free learning: A survey of robotic peg-in-hole assembly strategies

J Xu, Z Hou, Z Liu, H Qiao - arxiv preprint arxiv:1904.05240, 2019 - arxiv.org
In this paper, we present an overview of robotic peg-in-hole assembly and analyze two main
strategies: contact model-based and contact model-free strategies. More specifically, we first …

A review of tool wear estimation using theoretical analysis and numerical simulation technologies

B Li - International Journal of Refractory Metals and Hard …, 2012 - Elsevier
A thorough understanding of the material removal process in cutting is essential in selecting
the tool material and in design, and also in assuring consistent dimensional accuracy and …

Tool wear condition monitoring in drilling operations using hidden Markov models (HMMs)

HM Ertunc, KA Loparo, H Ocak - International Journal of Machine Tools …, 2001 - Elsevier
Monitoring of tool wear condition for drilling is a very important economical consideration in
automated manufacturing. Two techniques are proposed in this paper for the on-line …

Jamming analysis and force control for flexible dual peg-in-hole assembly

K Zhang, J Xu, H Chen, J Zhao… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
In order to deal with automatic assembly problems for flexible components, in this paper we
develop contact states analysis, jamming analysis, and force control strategies for flexible …

A survey of techniques for incremental learning of HMM parameters

W Khreich, E Granger, A Miri, R Sabourin - Information Sciences, 2012 - Elsevier
The performance of Hidden Markov Models (HMMs) targeted for complex real-world
applications are often degraded because they are designed a priori using limited training …

Autonomous grinding algorithms with future prospect towards SMART manufacturing: A comparative survey

MR Pervez, MH Ahamed, MA Ahmed, SM Takrim… - Journal of Manufacturing …, 2022 - Elsevier
Autonomous Grinding (AG) is a unique kind of manufacturing process which needs extra
operative care, for both robot and environment. Due to the rapid growth of research on AG, a …

Learn how to assist humans through human teaching and robot learning in human–robot collaborative assembly

Y Sun, W Wang, Y Chen, Y Jia - IEEE Transactions on Systems …, 2020 - ieeexplore.ieee.org
Human–robot collaborative assembly has been one of the next-generation manufacturing
paradigms in which superiorities of humans and robots can be fully leveraged. To enable …