Browsing by Subject "Intel·ligència artificial--Aplicacions a l'enginyeria"
Now showing items 1-20 of 33
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A deep learning approach for automatic recognition of abnormalities in the cytoplasm of neutrophils
(Elsevier, 2024-06)
Article
Open AccessBackground and objectives: This study aims to develop and evaluate NeuNN, a system based on convolutional neural networks (CNN) and generative adversarial networks (GAN) for the automatic identification of normal neutrophils ... -
A deep learning pproach for the morphological recognition of reactive lymphocytes in patients with COVID-19 infection
(2022-05-23)
Article
Open AccessLaboratory medicine plays a fundamental role in the detection, diagnosis and management of COVID-19 infection. Recent observations of the morphology of cells circulating in blood found the presence of particular reactive ... -
A long-short-term-memory neural network approach to early fault detection of wind turbines' main bearing based only on SCADA data.
(2023)
Conference lecture
Open Access -
A review of prognostics and health management in wind turbine components
(2024-06-27)
Article
Open AccessWind turbines (WTs) play an essential role in renewable energy generation, and ensuring their reliable operation is essential for sustainable energy production and reduction of levelized cost of energy. In this context, ... -
Analysis of the cardiorespiratory pattern of patients undergoing weaning using artificial intelligence
(2023-03-01)
Article
Open AccessThe optimal extubating moment is still a challenge in clinical practice. Respiratory pattern variability analysis in patients assisted through mechanical ventilation to identify this optimal moment could contribute to this ... -
Anàlisi de dades amb ChatGPT. Aplicació a un projecte de consultoria estratègica
(Universitat Politècnica de Catalunya, 2024-07-09)
Bachelor thesis
Open AccessLa indústria tecnològica avança amb rapidesa i és fàcil quedar-se enrere. Per sort, gràcies a la intel·ligència artificial existeixen avui en dia grans fonts d’informació de fàcil accés. Tot i això, en ser aquestes tan ... -
Anomaly-based fault detection in wind turbine main bearings
(Copernicus Office, 2023-04-14)
Article
Open AccessRenewable energy is a clean and inexhaustible source of energy, so every year interest in the study and the search for improvements in production increases. Wind energy is one of the most used sources of energy, and therefore ... -
Aplicación de una herramienta de análisis emocional en una plataforma de medios sociales
(Universitat Politècnica de Catalunya, 2023-10-10)
Bachelor thesis
Open AccessEste proyecto de investigación se centra en la creación de una plataforma web innovadora destinada a apoyar a los streamers de Twitch, la popular plataforma de transmisión en vivo. El objetivo principal es proporcionar ... -
Artificial intelligence for wind turbine condition monitoring
(2023-02-07)
Article
Open Access -
Automated Inspection of Railway Track Faults Based on Image Datasets
(Universitat Politècnica de Catalunya, 2022-08)
Master thesis
Restricted access - author's decision
Covenantee: Cranfield UniversityManual inspections of railway tracks continue to have an impact on the number of accidents they cause each year. The lack of accuracy of the human factor continues to cause catastrophes in the railway sector. In recent ... -
Challenge 4: Intelligent robotics
(Consejo Superior de Investigaciones Científicas (CSIC), 2021)
Part of book or chapter of book
Restricted access - publisher's policyIntelligent robotics are called to be the next revolution by providing AI with the capability of interacting with the physical world. Robots are overpassing their cages in the industry to become intelligent machines that ... -
Classificació d'àudio amb Deep Learning
(Universitat Politècnica de Catalunya, 2019-05-27)
Bachelor thesis
Open AccessL'objectiu principal d'aquest projecte ha sigut aprendre sobre el món del Deep Learning i les xarxes neuronals intentant entendre els conceptes principals més importants en el cas del ́àudio i posar-ho en pràcticarealitzant ... -
Comparison between ChatGPT solutions to Atenea quizzes vs official solutions: a Python-powered evaluation
(Universitat Politècnica de Catalunya, 2024-04)
Bachelor thesis
Open AccessThis project explores the use of the artificial intelligence (AI) in education. More specifically, the AI that has been used is ChatGPT. The study compares official solutions to Electronics quizzes in the context of ... -
Computer vision-based characterization of large-scale jet flames using a synthetic infrared image generation approach
(Elsevier, 2024-01-01)
Article
Restricted access - publisher's policyDifferent kinds of fire accidents can occur during industrial activities that involve hazardous materials, such as jet fires, which are often involved in a process known as a domino effect that generates a sequence of other ... -
Counter a drone and the performance analysis of deep reinforcement learning method and human pilot
(Institute of Electrical and Electronics Engineers (IEEE), 2021)
Conference report
Open AccessArtificial Intelligence (AI) has been used in different research areas in aerospace to create an intelligent system. Especially, an unmanned aerial vehicle (UAV), known as a drone, can be controlled by AI methods such ... -
Decision support models for the selection of production strategies in the paradigm of digital manufacturing, based on technologies, costs and productivity levels
(IntechOpen, 2019-09-12)
Part of book or chapter of book
Open AccessDigital manufacturing has opened a new window in the way to approach the manufacture of parts. The possible switch from manufacturing and holding physical stock to manoeuvring with a fully-digital one is promising but still ... -
Detection of abnormal operation of PV inverters based on regressive prediction models with recursive least squares training
(Institute of Electrical and Electronics Engineers (IEEE), 2024-01-01)
Article
Open AccessThe large scale integration of photovoltaic (PV) power plants has launched the massive deployment of PV inverters. In fact, just a single multi-MW PV plant may have thousands of them, which can be also found isolated in ... -
Detection of crack bar deterioration at offshore wind turbine supports using generative adversarial networks and autoencoders
(Institute of Physics (IOP), 2024-06-01)
Article
Open AccessThis work focuses on the structural health monitoring of jacket-type foundations used by offshore wind turbines. A vibration-only response mechanism based on accelerometer data is specifically suggested. This work, based ... -
Detection of jacket offshore wind turbine structural damage using an 1D-convolutional neural network with a support vector machine layer
(Institute of Physics (IOP), 2022-05-01)
Article
Open AccessBecause offshore wind turbines, particularly their foundations, operate in hostile environments, implementing a structural health monitoring system is one of the best ways to monitor their condition, schedule maintenance, ... -
Dual-dataset deep learning for improved forest fire detection: A novel hierarchical domain-adaptive dearning approach
(Multidisciplinary Digital Publishing Institute (MDPI), 2024-02-08)
Article
Open AccessThis study introduces a novel hierarchical domain-adaptive learning framework designed to enhance wildfire detection capabilities, addressing the limitations inherent in traditional convolutional neural networks across ...
