91 citations · 158 across the 8 of their papers we have counts for
8 papers
REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models
Diego Forniés-Tabuenca, Alejandro Uribe, Urtzi Otamendi +3
Multi-objective optimization is fundamental in complex decision-making tasks. Traditional algorithms, while effective, often demand extensive problem-specific modeling and struggle…
Exploring Multi-Agent Reinforcement Learning for Unrelated Parallel Machine Scheduling
Maria Zampella, Urtzi Otamendi, Xabier Belaunzaran +4
Scheduling problems pose significant challenges in resource, industry, and operational management. This paper addresses the Unrelated Parallel Machine Scheduling Problem (UPMS) wit…
Integrated Water Resource Management in the Segura Hydrographic Basin: An Artificial Intelligence Approach
Urtzi Otamendi, Mikel Maiza, Igor G. Olaizola +3
Managing resources effectively in uncertain demand, variable availability, and complex governance policies is a significant challenge. This paper presents a paradigmatic framework…
A scalable framework for annotating photovoltaic cell defects in electroluminescence images
Urtzi Otamendi, Inigo Martinez, Igor G. Olaizola +1
The correct functioning of photovoltaic (PV) cells is critical to ensuring the optimal performance of a solar plant. Anomaly detection techniques for PV cells can result in signifi…
Integrating pre-processing pipelines in ODC based framework
U. Otamendi, I. Azpiroz, M. Quartulli +1
Using on-demand processing pipelines to generate virtual geospatial products is beneficial to optimizing resource management and decreasing processing requirements and data storage…
Geo-imagery management and statistical processing in a regional context using Open Data Cube
U. Otamendi, I. Azpiroz, M. Quartulli +4
We propose a methodology to manage and process remote sensing and geo-imagery data for non-expert users. The proposed system provides automated data ingestion and manipulation capa…
A novel method for error analysis in radiation thermometry with application to industrial furnaces
Iñigo Martinez, Urtzi Otamendi, Igor G. Olaizola +5
Accurate temperature measurements are essential for the proper monitoring and control of industrial furnaces. However, measurement uncertainty is a risk for such a critical paramet…
Segmentation of cell-level anomalies in electroluminescence images of photovoltaic modules
Urtzi Otamendi, Iñigo Martinez, Marco Quartulli +3
In the operation & maintenance (O&M) of photovoltaic (PV) plants, the early identification of failures has become crucial to maintain productivity and prolong components' life. Of…