Gomez Muñoz, Carlos Quiterio carlosq.gomez@uam.es

Actividades

Structural health monitoring through deep learning: A study on scalogram-based vibration signal classification

  • Carlos Quiterio Gómez Muñoz
  • Mariano Alberto García-Vellisca
  • Celso T. do Cabo
  • Yunping Xi
  • Zhu Mao

Journal Of Low Frequency Noise Vibration And Active Control - 24/9/2025

10.1177/14613484251351788 Ver en origen

  • ISSN 14613484

Historical Hourly Information of Four European Wind Farms for Wind Energy Forecasting and Maintenance

  • Sanchez-Soriano, Javier
  • Paniagua-Falo, Pedro Jose
  • Munoz, Carlos Quiterio Gomez

Data - 19/3/2025

10486/720720 Ver en origen

  • ISSN 23065729

Hybrid CNN Architecture for Hot Spot Detection in Photovoltaic Panels Using Fast R-CNN and GoogleNet

  • Munoz, Carlos Quiterio Gomez
  • Marquez, Fausto Pedro Garcia
  • Sanjuan, Jorge Bernabe

CMES-COMPUTER MODELING IN ENGINEERING & SCIENCES (p. 3369-3386) - 1/1/2025

10.32604/cmes.2025.069225 Ver en origen

  • ISSN 15261492

Optimization of the solar energy storage capacity for a monitoring UAV

  • Salazar, Franklin
  • Martinez-Garcia, Maria Sofia
  • de Castro, Angel
  • Logrono, Nube
  • Cazorla-Logrono, Maria F
  • Guaman-Molina, Jesus
  • Gomez, Carlos
... Ver más Contraer

Sustainable Futures - 1/6/2024

10.1016/j.sftr.2023.100146 Ver en origen

  • ISSN 26661888

Automatic Word Length Selection with Boundary Conditions for HIL of Power Converters

  • Garcia-Vellisca, Mariano Alberto
  • Munoz, Carlos Quiterio Gomez
  • Martinez-Garcia, Maria Sofia
  • de Castro, Angel

Electronics - 1/8/2023

10.3390/electronics12163488 Ver en origen

  • ISSN 08834989

Web and MATLAB-Based Platform for UAV Flight Management and Multispectral Image Processing

  • Aliane, Nourdine
  • Gomez Munoz, Carlos Quiterio
  • Sanchez-Soriano, Javier

Sensors - 1/6/2022

10.3390/s22114243 Ver en origen

  • ISSN 14248220

A Novel Artificial Intelligence Maximum Power Point Tracking Technique for Integrated PV-WT-FC Frameworks

  • Khan, Mohammad Junaid
  • Kumar, Divesh
  • Narayan, Yogendra
  • Malik, Hasmat
  • Garcia Marquez, Fausto Pedro
  • Gomez Munoz, Carlos Quiterio

Energies - 1/5/2022

10.3390/en15093352 Ver en origen

  • ISSN 19961073

Analysis and Comparison of Macro Fiber Composites and Lead Zirconate Titanate (PZT) Discs for an Energy Harvesting Floor

  • Gomez Munoz, Carlos Quiterio
  • Zamacola Alcalde, Gabriel
  • Garcia Marquez, Fausto Pedro

Applied Sciences-Basel - 1/9/2020

10.3390/app10175951 Ver en origen

  • ISSN 20763417

A New Approach for Fault Detection, Location and Diagnosis by Ultrasonic Testing

  • Garcia Marquez, Fausto Pedro
  • Gomez Munoz, Carlos Quiterio

Energies - 1/3/2020

10.3390/en13051192 Ver en origen

  • ISSN 19961073

Maintenance management based on Machine Learning and nonlinear features in wind turbines

  • Arcos Jimenez, Alfredo
  • Zhang, Long
  • Gomez Munoz, Carlos Quiterio
  • Garcia Marquez, Fausto Pedro

Renewable Energy (p. 316-328) - 1/2/2020

10.1016/j.renene.2019.06.135 Ver en origen

  • ISSN 09601481

Este/a investigador/a no tiene libros.

A Hybrid Neural Network Model Based on Convolutional Cascade Neural Networks: An Application for Image Inspection in Production

  • Ortega Sanz D
  • Gómez Muñoz CQ
  • Benéitez G
  • García Márquez FP

International Series in Operations Research and Management Science (p. 99-117) - 1/1/2023

10486/718770 Ver en origen

  • ISSN 08848289

Motif Analysis in Internet of the Things Platform for Wind Turbine Maintenance Management

  • Ramirez IS
  • Urioso EC
  • Peco AM
  • Kotorov R
  • Chi L
  • Padhye RG
  • Bhatia AS
  • Muñoz CQG
  • García Márquez FP
... Ver más Contraer

Lecture Notes on Data Engineering and Communications Technologies (p. 74-86) - 1/1/2021

10.1007/978-3-030-79203-9_7 Ver en origen

  • ISSN 23674520

Use of Convolutional Neural Networks for Quality Control in Automotive Industry

  • Ortega Sanz D
  • Gómez Muñoz CQ
  • García Márquez FP

International Series in Operations Research and Management Science (p. 231-245) - 1/1/2021

10.1007/978-3-030-74644-5_11 Ver en origen

  • ISSN 08848289

Use of UAVS, Computer Vision, and IOT for Traffic Analysis

  • Peiro P
  • Gómez Muñoz CQ
  • GarcíaMárquez FP

International Series in Operations Research and Management Science (p. 275-296) - 1/1/2021

10.1007/978-3-030-70478-0_13 Ver en origen

  • ISSN 08848289

Engineering Management for Fault Detection System Using Convolutional Neural Networks

  • Ortega Sanz D
  • Gomez Muñoz CQ
  • García Márquez FP

Lecture Notes on Data Engineering and Communications Technologies (p. 355-367) - 1/1/2021

10.1007/978-3-030-79203-9_28 Ver en origen

  • ISSN 23674520

Remote condition monitoring for photovoltaic systems

  • Montoya JC
  • Muñoz CQG
  • Márquez FPG

Non-Destructive Testing And Condition Monitoring Techniques For Renewable Energy Industrial Assets (p. 133-142) - 1/1/2019

10.1016/b978-0-08-101094-5.00009-5 Ver en origen

Non-destructive testing of wind turbines using ultrasonic waves

  • Márquez FPG
  • Jimenez AA
  • Muñoz CQG

Non-Destructive Testing And Condition Monitoring Techniques For Renewable Energy Industrial Assets (p. 91-101) - 1/1/2019

10.1016/b978-0-08-101094-5.00006-x Ver en origen

Future maintenance management in renewable energies

  • Gómez Muñoz C
  • García Márquez F

Renewable Energies: Business Outlook 2050 (p. 149-159) - 16/2/2018

10.1007/978-3-319-45364-4_10 Ver en origen

Concentrated solar plants management: Big data and neural network

  • Jiménez AA
  • Gómez CQ
  • García Márquez FP

Renewable Energies: Business Outlook 2050 (p. 63-81) - 16/2/2018

10.1007/978-3-319-45364-4_5 Ver en origen

Wind energy power prospective

  • Gómez Muñoz CQ
  • García Márquez FP

Renewable Energies: Business Outlook 2050 (p. 83-95) - 16/2/2018

10.1007/978-3-319-45364-4_6 Ver en origen

Benchmarking Vision Transformers Against Traditional Architectures: a Systematic Analysis for Real-Time Deepfake Detection

  • Khalid, Omer
  • Saad, Fatima
  • Safdar, Aimen
  • Jamil, Akhtar
  • Hameed, Alaa Ali
  • Gómez Muñoz, Carlos Quiterio

2025 International Conference On Computing And Machine Intelligence, Icmi 2025 (p. 1-7) - 8/9/2025

10.1109/icmi65310.2025.11141063 Ver en origen

Enhanced Emergency Operations: Leveraging UAV Fleets for Comprehensive Response

  • Gomez Munoz, Carlos Quiterio
  • Gonzalez de Rivera, Guillermo
  • Garrido Salas, Javier
  • Garcia Vellisca, Mariano Alberto
  • Gallego, Micael
  • Rodriguez Sanchez, Maria Cristina

Lecture Notes On Data Engineering And Communications Technologies (p. 1661-1672) - 1/1/2024

10.1007/978-981-97-5098-6_115 Ver en origen

  • ISSN 23674520

Automated Identification of Photovoltaic Panels with Hot Spots by Using Convolutional Neural Networks

  • Sanjuan, Jorge Bernabe
  • Gomez Munoz, Carlos Quiterio
  • Garcia Marquez, Fausto Pedro

Iot And Data Science In Engineering Management (p. 297-302) - 1/1/2023

10.1007/978-3-031-27915-7_53 Ver en origen

Hybrid Distributed Cascade Convolutional Neural Networks Model for Riveting Processes

  • Ortega Sanz, Diego
  • Gomez Munoz, Carlos Quiterio
  • Garcia Marquez, Fausto Pedro

Icmsem 2022: Proceedings Of The Sixteenth International Conference On Management Science And Engineering Management (p. 413-427) - 1/1/2022

10.1007/978-3-031-10388-9_29 Ver en origen

  • ISBN 978-3-031-10387-2
  • ISSN 23674512

Convolutional Neural Networks as a Quality Control in 4.0 Industry for Screws and Nuts

  • Ortega Sanz D
  • Gómez Muñoz CQ
  • García Márquez FP

Open Government Data In Higher Education: A Multidisciplinary Innovation Teaching Experience (p. 13-29) - 1/1/2022

10.1007/978-981-19-1012-8_2 Ver en origen

Smart Farming: Intelligent Management Approach for Crop Inspection and Evaluation Employing Unmanned Aerial Vehicles

  • Gómez Muñoz CQ
  • Paredes Alvarez C
  • Garcia Marquez FP

Advances In Intelligent Systems And Computing (p. 119-130) - 1/1/2021

10.1007/978-3-030-49889-4_11 Ver en origen

  • ISSN 21945357

Detection of structural defects in wind turbine blades employing guided waves and machine learning methods

  • Sanchez Granados P
  • Gómez Muñoz CQ
  • García Márquez FP

Developments in Renewable Energies Offshore - Proceedings the 4th International Conference on Renewable Energies Offshore, RENEW 2020 (p. 509-514) - 1/1/2021

3088820286 Ver en origen

Predictive Analysis of Robotic Manipulators Through Inertial Sensors and Pattern Recognition

  • Alonso Moro, Jorge
  • Gómez Muñoz, Carlos Quiterio
  • García Márquez, Fausto Pedro

Handbook Of Research On Big Data Clustering And Machine Learning,Advances In Data Mining And Database Management (p. 334-344) - 31/10/2019

10.4018/978-1-7998-0106-1.ch015 Ver en origen

  • ISSN 2327199X

Online Fault Detection in Solar Plants Using a Wireless Radiometer in Unmanned Aerial Vehicles

  • Gomez Munoz, Carlos Quiterio
  • Peinado Gonzalo, Alfredo
  • Segovia Ramirez, Isaac
  • Garcia Marquez, Fausto Pedro

Lecture Notes on Multidisciplinary Industrial Engineering (p. 1161-1174) - 1/1/2018

10.1007/978-3-319-59280-0_96 Ver en origen

  • ISSN 25225030

Machine Learning and Neural Network for Maintenance Management

  • Arcos Jimenez, Alfredo
  • Gomez Munoz, Carlos Quiterio
  • Garcia Marquez, Fausto Pedro

Lecture Notes on Multidisciplinary Industrial Engineering (p. 1377-1388) - 1/1/2018

10.1007/978-3-319-59280-0_115 Ver en origen

  • ISSN 25225030

Este/a investigador/a no tiene documentos de trabajo.

Este/a investigador/a no tiene informes técnicos.

ICARUS - INSPECCIÓN Y CONTROL AUTOMATIZADO CON REDES NEURONALES Y UAVS EN SISTEMAS FOTOVOLTAICOS

  • GOMEZ MUÑOZ, CARLOS QUITERIO (Investigador principal (IP))

Ejecución: 01-01-2025 - 31-12-2026

  • iMarina

Advanced analytics in maintenance management based on ultrasonic guided waves

  • Fausto Pedro García Márquez (Director)
  • Carlos Quiterio Gómez Muñoz (Director) Doctorando: Alfredo Arcos Jimenez

1/1/2018

  • iMarina

Este/a investigador/a no tiene patentes o licencias de software.

Última actualización de los datos: 25/11/25 4:00