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Mikkel Baun Kjærgaard

8 accepted papers

2025

Balancing Cobot Productivity and Longevity Through Pre-Runtime Developer Feedback

RA-L 2025

In our experience, the task of optimizing robot longevity and efficiency is challenging due to the limited understanding and awareness developers' have about how their code influences a robot's expected lifespan. Unfortunately, acquiring the necessary information for computations is a complex task,

Cited by 1SourceScholar
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
2025

Using Mobile AR for Rapid Feasibility Analysis for Deployment of Robots: A Usability Study With Non-Expert Users

RA-L 2025

Automating a production line with robotic arms is a complex, demanding task that requires not only substantial resources but also a deep understanding of the automated processes and available technologies and tools. Expert integrators must consider factors such as placement, payload, and robot reach

Cited by 0SourceScholar
2024

Joint Stress Estimation and Remaining Useful Life Prediction for Collaborative Robots to Support Predictive Maintenance

RA-L 2024

Anticipating the maintenance needs of lightweight robotic manipulators at precise future instances represents a significant challenge within the automation domain. This letter introduces an innovative and comprehensive method to estimate the severity of stress imposed on a robot joint at any given t

Cited by 7SourceScholar
2024

RobotGraffiti: An AR tool for semi-automated construction of workcell models to optimize robot deployment

IROS 2024poster

Improving robot deployment is a central step towards speeding up robot-based automation in manufacturing. A main challenge in robot deployment is how to best place the robot within the workcell. To tackle this challenge, we combine two knowledge sources: robotic knowledge of the system and workcell…

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