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Juan Heredia

5 accepted papers

2026

Bootstrapping Self-Supervised Learning of Binary Classification Using Error Bounds: A Case Study on a Robotic Insertion Task

ICRA 2026poster

Flexible manufacturing requires rapid deployment of solutions and minimal setup time to remain competitive. An essential attribute is the ability to control error levels, as failures can range from minor performance degradation to severe equipment damage. However, conventional deployment often invol…

Cited by 0Scholar
2025

Evaluating Robot Program Performance with Power Consumption-Driven Metrics in Lightweight Industrial Robots

IROS 2025

The code performance of industrial robots is typically analyzed through CPU metrics, which overlook the physical impact of code on robot behavior. This study introduces a novel framework for assessing robot program performance from an embodiment perspective by analyzing the robot’s electrical power

Cited by 1SourceScholar
2023

ECDP: Energy Consumption Disaggregation Pipeline for Energy Optimization in Lightweight Robots

RA-L 2023

Limited resources and resulting energy crises occurring all over the world highlight the importance of energy efficiency in technological developments such as robotic manipulators. Efficient energy consumption of manipulators is necessary to make them affordable and spread their application in the f

Cited by 15SourceScholar
2023

Labelling Lightweight Robot Energy Consumption: A Mechatronics-Based Benchmarking Metric Set

IROS 2023poster

Compliance with global guidelines for sustainable and responsible production in modern industry requires a comparative analysis of consumer devices' energy consumption (EC). This also holds true for the newly established generation of lightweight industrial robots (LIRs). To identify potential strat…

Cited by 2SourceScholar
2021

Data-Driven Energy Estimation of Individual Instructions in User-Defined Robot Programs for Collaborative Robots

RA-L 2021

Traditionally, the objective of industrial production focuses on fast and low-cost production, regardless of resources and energy consumption (EC). However, in alignment with the UN Sustainable Development Goals (SDG), governments worldwide have proposed regulations to reduce resources and energy. I

Cited by 26SourceScholar