A Data-Driven Approach for Energy Consumption Modeling and Optimization of Welding Robot Systems

A Data-Driven Approach for Energy Consumption Modeling and Optimization of Welding Robot Systems

Welding robots play a crucial role in manufacturing industries, where minimizing energy consumption (EC) is increasingly important for enhancing efficiency and reducing operational costs. This study presents a data-driven approach to model and optimize EC in welding robot systems, utilizing a datase...

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Bibliographic Details
Main Authors: Minling Pan, Bingqi Jia, Lei Zhang, Haihong Pan, Lin Chen
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Series:Machines
Subjects:
welding robot
energy consumption
data-driven approach
energy optimization
trajectory planning
Online Access:https://www.mdpi.com/2075-1702/13/6/532
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