A review on AI for smart manufacturing: Deep learning challenges and solutions

J Xu, M Kovatsch, D Mattern, F Mazza, M Harasic… - Applied Sciences, 2022 - mdpi.com
Artificial intelligence (AI) has been successfully applied in industry for decades, ranging from
the emergence of expert systems in the 1960s to the wide popularity of deep learning today …

Modeling and control of robotic manipulators based on artificial neural networks: a review

Z Liu, K Peng, L Han, S Guan - Iranian Journal of Science and Technology …, 2023 - Springer
Recently, robotic manipulators have been playing an increasingly critical part in scientific
research and industrial applications. However, modeling of robotic manipulators is …

A novel reconstruction method for temperature distribution measurement based on ultrasonic tomography

B Zhu, Q Zhong, Y Chen, S Liao, Z Li… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
The precise temperature distribution measurement is crucial in many industrial fields, where
ultrasonic tomography (UT) has broad application prospects and significance. In order to …

Fixed-time prescribed performance adaptive trajectory tracking control for a QUAV

G Cui, W Yang, J Yu, Z Li, C Tao - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
This brief focuses on the problem of fixed-time adaptive trajectory tracking control for a
quadrotor unmanned aerial vehicle (QUAV) subject to error constraints. By virtue of the fixed …

BAS-ADAM: An ADAM based approach to improve the performance of beetle antennae search optimizer

AH Khan, X Cao, S Li, VN Katsikis… - IEEE/CAA Journal of …, 2020 - ieeexplore.ieee.org
In this paper, we propose enhancements to Beetle Antennae search (BAS) algorithm, called
BAS-ADAM, to smoothen the convergence behavior and avoid trap** in local-minima for a …

An enhanced chimp optimization algorithm for continuous optimization domains

H Jia, K Sun, W Zhang, X Leng - Complex & Intelligent Systems, 2021 - Springer
Chimp optimization algorithm (ChOA) is a recently proposed metaheuristic. Interestingly, it
simulates the social status relationship and hunting behavior of chimps. Due to the more …

Control framework for cooperative robots in smart home using bio-inspired neural network

AT Khan, S Li, X Cao - Measurement, 2021 - Elsevier
In this paper, we present a model-free tracking controller for a cooperative mobile-
manipulators, which are the cornerstone for future smart homes. The mobile-manipulators …

Quantum beetle antennae search: a novel technique for the constrained portfolio optimization problem

AT Khan, X Cao, S Li, B Hu, VN Katsikis - Science China Information …, 2021 - Springer
In this paper, we have formulated quantum beetle antennae search (QBAS), a meta-heuristic
optimization algorithm, and a variant of beetle antennae search (BAS). We apply it to …