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 …

Industrial robot trajectory optimization-a review

M Ratiu, MA Prichici - MATEC web of conferences, 2017 - matec-conferences.org
This paper is the result of the literature review on the trajectory optimization of the serial
industrial robots, a study developed in a wider research in the field of the trajectory …

Optimization of the energy consumption of industrial robots for automatic code generation

M Gadaleta, M Pellicciari, G Berselli - Robotics and Computer-Integrated …, 2019 - Elsevier
At present, energy consumption strongly affects the financial payback period of industrial
robots, as well as the related manufacturing process sustainability. Henceforth, during both …

Project-based learning of advanced CAD/CAE tools in engineering education

G Berselli, P Bilancia, L Luzi - International Journal on Interactive Design …, 2020 - Springer
The use of integrated Computer Aided Design/Engineering (CAD/CAE) software capable of
analyzing mechanical devices in a single parametric environment is becoming an industrial …

An energy-efficient approach for 3D printing with a Linear Delta Robot equipped with optimal springs

G Carabin, L Scalera, T Wongratanaphisan… - Robotics and Computer …, 2021 - Elsevier
In this paper a novel approach for sustainable 3D printing with a Linear Delta Robot
equipped with elastic elements is presented and experimentally validated. Energy saving is …

Eco-programming of industrial robots for sustainable manufacturing via dynamic time scaling of trajectories

F Merlo, G Vazzoler, G Berselli - Robotics and Computer-Integrated …, 2023 - Elsevier
Abstract Nowadays, Industrial Robots (IRs) have become widespread in many
manufacturing industries. Medium and high payload IRs cover a significant percentage of …

Improved trajectory planning of an industrial parallel mechanism by a composite polynomial consisting of Bézier curves and cubic polynomials

Ü Dinçer, M Çevik - Mechanism and Machine Theory, 2019 - Elsevier
A new composite polynomial is generated, to be used in the trajectory planning of a 2-dof
parallel mechanism; by combining cubic polynomials with Bézier curves based on quadratic …

Energy optimal point-to-point motion profile optimization

N Van Oosterwyck, F Vanbecelaere… - … based design of …, 2024 - Taylor & Francis
Position-controlled systems driving repetitive tasks are of significant importance in industrial
machinery. The electric actuators used in these systems are responsible for a large part of …

Cad enabled trajectory optimization and accurate motion control for repetitive tasks

N Van Oosterwyck, F Vanbecelaere… - 2019 IEEE 15th …, 2019 - ieeexplore.ieee.org
As machine users generally only define the start and end point of the movement, a large
trajectory optimization potential rises for single axis mechanisms performing repetitive tasks …

A theoretical investigation on the potential energy savings by optimization of the robotic motion profiles

G Pastras, A Fysikopoulos, G Chryssolouris - Robotics and Computer …, 2019 - Elsevier
A theoretical investigation into the potential energy savings by the optimization of robot
motion acceleration profiles, has been presented. The investigation is restricted to motion …