Miguel Hernandez
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View article: ESCARGOT: an AI agent leveraging large language models, dynamic graph of thoughts, and biomedical knowledge graphs for enhanced reasoning
ESCARGOT: an AI agent leveraging large language models, dynamic graph of thoughts, and biomedical knowledge graphs for enhanced reasoning Open
Motivation LLMs like GPT-4, despite their advancements, often produce hallucinations and struggle with integrating external knowledge effectively. While Retrieval-Augmented Generation (RAG) attempts to address this by incorporating externa…
View article: Beneficial Integration of Energy Storage and Load Management with Photovoltaic (PV)
Beneficial Integration of Energy Storage and Load Management with Photovoltaic (PV) Open
In recent years, a number of industry activities have aimed at addressing the integration challenges posed by the variability and uncertainty of higher penetration of renewable generation sources, like solar photovoltaic (PV) – one of the …
View article: Análisis integrado del proceso de inyección de agua en el campo Casabe: una estrategia para reducir la incertidumbre y mejorar la eficiencia de recobro
Análisis integrado del proceso de inyección de agua en el campo Casabe: una estrategia para reducir la incertidumbre y mejorar la eficiencia de recobro Open
El Campo Casabe está formado por una estructura anticlinal asimétrica con buzamiento moderado hacia el este, afectado por fallas transpresionales que involucran secuencias sedimentarias del Cretáceo y Paleógeno. Como consecuencia, se produ…
View article: Improved load modelling for emerging distribution system assessments
Improved load modelling for emerging distribution system assessments Open
Distribution system modelling and analysis with growing penetration of distributed energy resources (DERs) requires more detailed and accurate distribution load modelling. Smart meters, DER monitors, and other distribution system sensors p…
View article: Flexible interconnection analysis with EPRI DER integration testbed
Flexible interconnection analysis with EPRI DER integration testbed Open
Due to increasing distributed energy resources (DER) penetration, the DER hosting capacity of the existing distribution grid can be limited, and costly grid upgrades may be required due to potential but infrequent worst-case scenarios. DER…
View article: Embedded Real-Time Simulation Platform for Power Distribution Systems
Embedded Real-Time Simulation Platform for Power Distribution Systems Open
The inclusion of distributed renewable energy sources, new goals of efficiency and reliability, and the technological advancement of the power grid has led to a significant increase in the complexity of distribution systems. Although multi…
View article: Statistical Inference for Visualization of Large Utility Power Distribution Systems
Statistical Inference for Visualization of Large Utility Power Distribution Systems Open
Electrical variable visualization has been widely applied to report the performance and effectiveness of novel devices and strategies in utility power distribution systems. Many graphical alternatives are useful to demonstrate critical cha…
View article: Automatic Heart Sound Recording Classification using a Nested Set of Ensemble Algorithms
Automatic Heart Sound Recording Classification using a Nested Set of Ensemble Algorithms Open
Automated phonocardiogram (PCG) analysis may provide better clinical information to physicians for analyzing and diagnosing different heart abnormalities.However, despite recent advances in PCG analysis methods, it is still a challenging t…
View article: Analytical Approach to Estimate Feeder Accommodation Limits Based on Protection Criteria
Analytical Approach to Estimate Feeder Accommodation Limits Based on Protection Criteria Open
Widespread deployment of large-scale photovoltaics (PVs) and energy storage systems (ESSs) in distribution networks necessitates the development of methods to assess their possible system impacts. One of the primary concerns related to the…