A novel approach for the detection of anomalous energy consumption patterns in industrial cyber‐physical systems

Autor: Izaskun Mendia, Sergio Gil‐Lopez, Iñaki Grau, Javier Del Ser

Most scenarios emerging from the Industry 4.0 paradigm rely on the concept of cyber-physical production systems (CPPS), which allow them to synergistically connect physical to digital setups so as to integrate them over all stages of product developm

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::09478ed1eba6038691c2dd55acea5fdd
http://hdl.handle.net/11556/1284

Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges toward Responsible AI

Autor: Alberto Barbado, Richard Benjamins, Alejandro Barredo Arrieta, Sergio Gil-Lopez, Raja Chatila, Francisco Herrera, Javier Del Ser, Adrien Bennetot, Natalia Díaz-Rodríguez, Salvador García, Siham Tabik, Daniel Molina

Publikováno v: BIRD: BCAM's Institutional Repository Data
instname
Information Fusion
Information Fusion, Elsevier, 2020, 58, ⟨10.1016/j.inffus.2019.12.012⟩
Information Fusion, 2020, 58, ⟨10.1016/j.inffus.2019.12.012⟩

In the last years, Artificial Intelligence (AI) has achieved a notable momentum that may deliver the best of expectations over many application sectors across the field. For this to occur, the entire community stands in front of the barrier of explai

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::840e7bf5c5b8530415751a593e7de710
http://hdl.handle.net/20.500.11824/1166

A Novel Formulation for the Energy Storage Scheduling Problem in Solar Self-consumption Systems

Autor: Ricardo S. Alonso, Icíar Lloréns, Sergio Gil-Lopez, Javier Del Ser, Sandra Riaño

Publikováno v: Advances in Intelligent Systems and Computing ISBN: 9783030578015
SOCO

Energy storage systems are key components to increase photovoltaic (PV) self-consumption profitability. Indeed, they allow for the intermittency dampening of the PV production so as to adequately cover end-users’ consumption. Given that in most gri

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::505721d71dad319fe1cb6e24645a6cbf
https://doi.org/10.1007/978-3-030-57802-2_7

An energy-efficient predictive control for HVAC systems applied to tertiary buildings based on regression techniques

Autor: Sergio Gil-Lopez, Diana Manjarres, Eugenio Perea, Adelaida Lejarazu, Ana Mera

Publikováno v: Energy and Buildings. 152:409-417

Heating ventilation and air conditioning (HVAC) systems represent an important amount of the total energy use in office buildings, accounting for near 30%. Moreover, in countries affected by extreme climates HVAC systems’ contribution to energy dem

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::5e8332161f9474c4cc3bf95c0afcee90
https://doi.org/10.1016/j.enbuild.2017.07.056

Solar Energy Forecasting and Optimization System for Efficient Renewable Energy Integration

Autor: Diana Manjarres, Sergio Gil-Lopez, Ricardo S. Alonso, Itziar Landa-Torres

Publikováno v: Data Analytics for Renewable Energy Integration: Informing the Generation and Distribution of Renewable Energy ISBN: 9783319716428
DARE@PKDD/ECML

Solar energy forecasting represents a key issue in order to efficiently manage the supply-demand balance and promote an effective renewable energy integration. In this regard, an accurate solar energy forecast is of utmoss importance for avoiding lar

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::65176f1500c98bfd9bd587ae4f853837
https://doi.org/10.1007/978-3-319-71643-5_1