91 citations · 154 across the 11 of their papers we have counts for
11 papers
Surrogate model of a HVAC system for PV self-consumption maximisation
B. da Costa Paulo, N. Aginako, J. Ugartemendia +3
In the last few years, energy efficiency has become a challenge. Not only mitigating environmental impact but reducing energy waste can lead to financial advantages. Buildings play…
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…
Storehouse: a Reinforcement Learning Environment for Optimizing Warehouse Management
Julen Cestero, Marco Quartulli, Alberto Maria Metelli +1
Warehouse Management Systems have been evolving and improving thanks to new Data Intelligence techniques. However, many current optimizations have been applied to specific cases or…
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…
Determining input variable ranges in Industry 4.0: A heuristic for estimating the domain of a real-valued function or trained regression model given an output range
Noelia Oses, Aritz Legarretaetxebarria, Marco Quartulli +2
Industrial process control systems try to keep an output variable within a given tolerance around a target value. PID control systems have been widely used in industry to control i…
Distributed mining of large scale remote sensing image archives on public computing infrastructures
Luigi Mascolo, Marco Quartulli, Pietro Guccione +2
Earth Observation (EO) mining aims at supporting efficient access and exploration of petabyte-scale space- and airborne remote sensing archives that are currently expanding at rate…
Trace transform based method for color image domain identification
Igor G. Olaizola, Marco Quartulli, Julian Florez +1
Context categorization is a fundamental pre-requisite for multi-domain multimedia content analysis applications in order to manage contextual information in an efficient manner. In…
A review of EO image information mining
Marco Quartulli, Igor G. Olaizola
We analyze the state of the art of content-based retrieval in Earth observation image archives focusing on complete systems showing promise for operational implementation. The diff…