Energy consumption prediction and optimization of industrial robots based on LSTM

P Jiang, Z Wang, X Li, XV Wang, B Yang… - Journal of Manufacturing …, 2023 - Elsevier
Due to wide distribution and low energy efficiency, the energy-saving of industrial robots
draws more and more attention, and a large number of methods have emerged to predict or …

Reducing the energy consumption of industrial robots in manufacturing systems

Paryanto, M Brossog, M Bornschlegl… - The International Journal of …, 2015 - Springer
Reducing the energy consumption of industrial robots (IR) that are used in manufacturing
systems has become a main focus in the development of green production systems. This is …

A data-driven method for optimizing the energy consumption of industrial robots

M Zhang, J Yan - Journal of cleaner production, 2021 - Elsevier
With strong reliability and maneuverability, industrial robots play an essential role in the
transformation and upgrading of the manufacturing industry, known as industry 4.0. Due to …

Selected issues, methods, and trends in the energy consumption of industrial robots

A Sękala, T Blaszczyk, K Foit, G Kost - Energies, 2024 - mdpi.com
Industrial robots, like all machines, require energy to operate, which is why energy efficiency
in industrial robotics has been a subject of consideration in recent years in many scientific …

Fault detection and diagnosis of industrial robot based on power consumption modeling

AH Sabry, FH Nordin, AH Sabry… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Fault detection via power consumption monitoring of industrial robots is a substantial
problem considered in this article, in which the healthy measurements of power …

Modeling and optimization of energy consumption in cooperative multi-robot systems

A Vergnano, C Thorstensson… - IEEE Transactions …, 2012 - ieeexplore.ieee.org
Reduction of energy consumption is important for reaching a sustainable future. This paper
presents a novel method for optimizing the energy consumption of robotic manufacturing …

Energy consumption modeling of industrial robot based on simulated power data and parameter identification

A Liu, H Liu, B Yao, W Xu… - Advances in Mechanical …, 2018 - journals.sagepub.com
Industrial robots consume a considerable amount of energy in the manufacturing industry.
As sustainable manufacturing is one of the directions of manufacturing, the energy efficiency …

An efficient computation for energy optimization of robot trajectory

X Li, Y Lan, P Jiang, H Cao… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Due to the wide distribution and high energy-saving potential of industrial robots, energy
optimization techniques of industrial robots attract increasing attention. Dynamic time …

[HTML][HTML] Intelligent control of robots with minimal power consumption in pick-and-place operations

V Vodovozov, Z Raud, E Petlenkov - Energies, 2023 - mdpi.com
In many industries, such as assembling, welding, packaging, quality control, loading, and
wrap**, a specific operation is requested, which is to pick processed objects in a given …

Energy consumption and dynamic behavior analysis of a six-axis industrial robot in an assembly system

M Brossog, J Kohl, J Merhof, S Spreng, J Franke - Procedia Cirp, 2014 - Elsevier
This paper presents an experimental study to validate a dynamic model of a six-axis
industrial robot as part of an assembly system and to analyze its power consumption as well …