Portfolio de investigación

Monitorización estructural, sensores de bajo coste e IA

Resultados de investigación en monitorización de puentes, instrumentación de bajo coste, análisis modal operacional, flujos BIM/IoT, gemelos digitales, IA y fiabilidad de infraestructuras.

49 Contribuciones Scopus
627 Citas Scopus
14 Índice h en Scopus
26 Artículos JCR
33 Artículos en congresos
1 Tesis doctoral defendida
6 Estudiantes de doctorado en curso
18 TFM/TFG dirigidos

Líneas de investigación

Principales líneas de trabajo

FUTUR UPC
01

Monitorización estructural con sensores de bajo coste

Diseño y validación de sistemas de sensorización fiables y asequibles para la monitorización de puentes y edificios.

02

IA para infraestructuras civiles

Aprendizaje profundo, visión por computador y flujos de IA generativa para inspección, calibración y apoyo a la decisión.

03

BIM, IoT y gemelos digitales

Modelos de infraestructuras autocorregibles que conectan medidas de campo con conocimiento ingenieril.

04

Análisis modal operacional

Identificación de sistemas, seguimiento de frecuencias propias y calibración analítica de modelos estructurales.

05

Monitorización y fiabilidad de puentes

Monitorización drive-through, datos dinámicos de larga duración y análisis de fiabilidad para gestión de activos.

06

Evaluación de patologías estructurales

Evaluación práctica de daños, corrosión, deformaciones y pérdida de prestaciones en estructuras existentes.

Proyectos

Investigación financiada y transferencia tecnológica

2025 - 2028
Investigación financiada

Advanced long-term dynamic monitoring systems for infrastructure condition assessment and reliability analysis

Rol: Investigador principal, junto con el Prof. Jose Turmo

Proyecto del Ministerio español PID2024-161115OB-C21 que desarrolla sistemas de monitorización dinámica a largo plazo apoyados por IA para evaluación del estado de infraestructuras, análisis de fiabilidad y apoyo a la decisión.

2026
Resiliencia climática

Large-scale Assessment of Landslides through the Fusion of InSAR and IoT

Role: Principal Investigator

Proyecto de resiliencia climática financiado por la UPC y habilitado por IA, que usa la fusión de InSAR, IoT y datos de campo conectados para la evaluación de deslizamientos a gran escala.

2025 - 2027
Proyecto internacional

Leveraging Large Language Models for Structural Health Monitoring of Bridges

Role: Principal Investigator in collaboration with Tongji University, Shanghai, China

Proyecto chino del programa MOHRSS Foreign Experts obtenido en colaboración con Tongji University en Shanghái, China, centrado en grandes modelos de lenguaje y monitorización estructural de puentes basada en IA.

2023 - 2027
Proyecto europeo

CIRC-BOOST

Proyecto Horizon sobre soluciones circulares integradas en cadenas de valor de la construcción.

2022 - 2026
Alianza universitaria europea

Unite! University Network for Innovation, Technology and Engineering

Contribución al Work Package 7.7, desarrollando itinerarios motivacionales desde máster hasta doctorado.

2025 - 2027
Transferencia tecnológica

Structural verification and construction monitoring consultancy

Contratos orientados a industria para proyectos ferroviarios, estaciones y verificación estructural en Cataluña.

Resultados tecnológicos

Patentes y modelos de utilidad

Dispositivos de monitorización de bajo coste, flujos de calibración de sensores y sistemas de monitorización de corrosión en tiempo real.

2025

Low-cost Adaptable Reliable Accelerometer/Inclinometer (LARA)

Safe Creative

Registro ID 2512013893855.

2025

Thermo-InclinoCal, Temperature Drift Calibration & Compensation for MEMS Sensors

Safe Creative

Registro ID 2107203916096.

2021

System and Method for Measuring Response of Structures

European patent EP4050313A1

UPC y Universidad de Castilla-La Mancha.

2025

System and Method for Real-Time Atmospheric Corrosion Monitoring

European patent application EP25382628

UPC y Universidad de Castilla-La Mancha.

Trabajo seleccionado

Publicaciones y resultados

2026 Revistas

Innovative experimental assessment of direct and drive-by monitoring on two truss bridges

Tran, M.; Cam Nhung, Nguyen Thi; Van, Thuc Ngo; Komarizadehasl, S.

Measurement, 278, 121693

JCRBridge monitoringDrive-by monitoring
Abrir DOI
2025 Revistas

A novel drive-through approach using multi-sensor placement and its validation on two cable-stayed bridges

Komarizadehasl, S.; Shen, Z.; Xia, Y.; Song, M.; Turmo, J.

Developments in the Built Environment

JCRD1-Q1Drive-through monitoring
Abrir DOI
2025 Revistas

Application of intelligent low-cost accelerometers for bridge monitoring with a deep learning approach

Emadi, S.; Komarizadehasl, S.; Xia, Y.

Structural Control and Health Monitoring

JCRQ1Deep learning
Abrir DOI
2025 Revistas

Cost-effective bridge health monitoring via automated operational modal analysis using low-cost adaptable and reliable accelerometers

Delgado Zhagui, E.; Komarizadehasl, S.; Torralba, V.; Diaz-Rozo, J.; Turmo, J.

Structure and Infrastructure Engineering

JCRQ2Automated OMA
Abrir DOI
2025 Revistas

Frequency identification of non-beam bridges using vehicle scanning methods: Analytical formulation and experimental validation

Erduran, E.; Gonen, S.; Komarizadehasl, S.; Xia, Y.

Structures

JCRQ1Vehicle scanning
Abrir DOI
2025 Revistas

Bridge Damping Ratio Identification and Variation Analysis Based on Two-Year Monitoring Data Considering Operational Environment Effects

Gong, F.; Xia, Y.; Komarizadehasl, S.; He, T.

Structural Control and Health Monitoring

JCRQ1Long-term monitoring
Abrir DOI
2025 Revistas

Development and validation of a novel IoT-enabled electrical resistance system for non-destructive monitoring of atmospheric corrosion in steel structures

Komary, M.; Komarizadehasl, S.; Tošić, N.; Turmo, J.

Building Materials and Structures

JCRQ4Corrosion monitoring
Abrir DOI
2025 Revistas

Development of an Advanced Multi-Layer Digital Twin Conceptual Framework for Underground Mining

Cacciuttolo, C.; Atencio, E.; Komarizadehasl, S.; Lozano-Galant, J.A.

Sensors

JCRQ2Digital twins
Abrir DOI
2024 Revistas

Eigenfrequency analysis using fiber optic sensors and low-cost accelerometers for structural damage detection

Komarizadehasl, S.; González Jiménez, M. A.; Lozano-Galant, J.A.; Pérez Casas, J. M.; Turmo, J.

Engineering Structures

JCRD1-Q1Damage detection
Abrir DOI
2024 Revistas

Internet of Things Long-Range-Wide-Area-Network-Based Wireless Sensors Network for Underground Mine Monitoring: Planning an Efficient, Safe, and Sustainable Labor Environment

Cacciuttolo, C.; Atencio, E.; Komarizadehasl, S.; Lozano-Galant, J.A.

Sensors

JCRQ2IoT monitoring
Abrir DOI
2024 Revistas

Eigenfrequency Analysis of Bridges Using a Smartphone and a Novel Low-cost Accelerometer Prototype

Komarizadehasl, S.; Xia, Y.; Komary, M.; Lozano, F.

Frontiers of Structural and Civil Engineering

JCRQ2Smartphone sensing
Abrir DOI
2024 Revistas

Enhancing Performance Evaluation of Low-Cost Inclinometers for the Long-Term monitoring of buildings

Lozano, F.; Emadi, B.; Komarizadehasl, S.; Arteaga, J. G.; Xia, Y.

Journal of Building Engineering

JCRD1-Q1Low-cost inclinometers
Abrir DOI
2024 Revistas

Enhancing the Accuracy of Low-Cost Inclinometers with Artificial Intelligence

Lozano, F.; Emadi, B.; Komarizadehasl, S.; Arteaga, J. G.; Xia, Y.

Buildings

JCRQ2Artificial intelligence
Abrir DOI
2023 Revistas

Low-Cost Sensors Technologies for Monitoring Sustainability and Safety Issues in Mining Activities: Advances, Gaps, and Future Directions in the Digitalization for Smart Mining

Cacciuttolo, C.; Guzmán, V.; Catriñir, P.; Atencio, E.; Komarizadehasl, S.; Lozano-Galant, J.A.

Sensors

JCRQ2Smart mining
Abrir DOI
2023 Revistas

Low-Cost Technologies Used in Corrosion Monitoring

Komary, M.; Komarizadehasl, S.; Tošić, N.; Segura Pérez, I.; Lozano-Galant, J.A.; Turmo, J.

Sensors

JCRQ2Corrosion monitoring
Abrir DOI
2022 Revistas

Low-cost wireless structural health monitoring of bridges

Komarizadehasl, S.; Lozano, F.; Lozano-Galant, J.A.; Ramos, G.; Turmo, J.

Sensors

JCRQ2Wireless SHM
Abrir DOI
2022 Revistas

A Novel Wireless Low-Cost Inclinometer Made from Combining the Measurements of Multiple MEMS Gyroscopes and Accelerometers

Komarizadehasl, S.; Komary, M.; Alahmad, A.; Lozano-Galant, J.A.; Ramos, G.; Turmo, J.

Sensors

JCRQ2Inclinometer
Abrir DOI
2022 Revistas

Operational and analytical modal analysis of a bridge using low-cost wireless Arduino-based accelerometers

Komarizadehasl, S.; Huguenet, P.; Lozano, F.; Lozano-Galant, J.A.; Turmo, J.

Sensors

JCRQ2Operational modal analysis
Abrir DOI
2022 Revistas

Direct simulation of the tensioning process of cable-stayed bridge cantilever construction

Farre, J.; Komarizadehasl, S.; Ma, H.; Lozano-Galant, J.A.; Turmo, J.

Automation in Construction

JCRD1-Q1Cable-stayed bridges
Abrir DOI
2022 Revistas

Using RPA for performance monitoring of dynamic SHM applications

Atencio, E.; Komarizadehasl, S.; Lozano-Galant, J.A.; Aguilera, M.

Buildings

JCRQ2RPA
Abrir DOI
2022 Revistas

A novel data acquisition system for obtaining thermal parameters of building envelopes

Mobaraki, B.; Komarizadehasl, S.; Castilla, F.; Lozano-Galant, J.A.; Porras, R.

Buildings

JCRQ2Thermal monitoring
Abrir DOI
2022 Revistas

Application of low-cost sensors for accurate ambient temperature monitoring

Mobaraki, B.; Komarizadehasl, S.; Castilla, F.; Lozano-Galant, J.A.

Buildings

JCRQ2Ambient monitoring
Abrir DOI
2022 Revistas

Condition level deteriorations modeling of RC beam bridges with U-Net convolutional neural networks

Lei, X.; Xia, Y.; Komarizadehasl, S.; Sun, L.

Structures

JCRQ2Computer vision
Abrir DOI
2021 Revistas

Development of a Low-Cost System for the Accurate Measurement of Structural Vibrations

Komarizadehasl, S.; Mobaraki, B.; Ma, H.; Lozano-Galant, J.A.; Turmo, J.

Sensors

JCRQ2Structural vibrations
Abrir DOI
2021 Revistas

Low-cost sensors accuracy study and enhancement strategy

Komarizadehasl, S.; Mobaraki, B.; Ma, H.; Lozano-Galant, J.A.; Turmo, J.

Applied Sciences

JCRQ2Low-cost sensors
Abrir DOI
2021 Revistas

Novel plastic hinge modification factors for damaged RC shear walls with bending performance

Komarizadehasl, S.; Khanmohammadi, M.

Advances in Concrete Construction

JCRQ3RC shear walls
Abrir DOI
2025 Congresos

Análisis de frecuencias propias utilizando sensores de fibra óptica y acelerómetros de bajo costo para la detección de daños estructurales

González Jiménez, M. A.; Komarizadehasl, S.; Pérez Casas, J. M.; Lozano-Galant, J. A.; Turmo, J.

IX ACHE International Congress, Granada, Spain, June 25-27, 2025

ConferenceACHEDamage detection
2025 Congresos

Evaluación de sensores de bajo coste LARA para la monitorización de deformaciones en puentes durante pruebas de carga estática

Delgado, E.; Komarizadehasl, S.; Ballati, G.; Tirado, J.; Turmo, J.

IX ACHE International Congress, Granada, Spain, June 25-27, 2025

ConferenceACHELARA
2025 Congresos

Pruebas de Carga Dinámica en Puentes con Sensores de Bajo Costo: Validación en el Acceso Ferroviario al Aeropuerto de Barcelona-El Prat

Delgado, E.; Komarizadehasl, S.; Ballati, G.; Tirado, J.; Turmo, J.

IX ACHE International Congress, Granada, Spain, June 25-27, 2025

ConferenceACHEBridge testing
2025 Congresos

Low-cost technologies for monitoring timber structures

Lozano-Galant, F.; González-Arteaga, J.; Castilla, F. J.; Lozano-Galant, J. A.; Komarizadehasl, S.

IABSE Symposium Tokyo 2025, pp. 1961-1968

ConferenceIABSETimber structures
Abrir DOI
2025 Congresos

Temperature field simulation method and average temperature prediction on main cables of suspension bridges

Zou, S.; Ma, H.; Xia, Y.; Wei, Y.; Wang, X.; Komarizadehasl, S.; Zhang, Z.

IABSE Symposium Tokyo 2025, pp. 3059-3067

ConferenceIABSESuspension bridges
Abrir DOI
2025 Congresos

Performance criteria for bridge columns under impact loads

Wei, Y.; Ma, H.; Xia, Y.; Komarizadehasl, S.

IABSE Symposium Tokyo 2025, pp. 999-1006

ConferenceIABSEImpact loads
Abrir DOI
2025 Congresos

Data anomaly detection for structural health monitoring based on computer vision and transfer learning

Pan, C.; Komarizadehasl, S.; Xia, Y.

IABSE Symposium Tokyo 2025, pp. 329-337

ConferenceIABSEComputer vision
Abrir DOI
2024 Congresos

Advancing Smart Health Monitoring: A Review of Low-Cost Sensors for Structural Assessment

Komary, M.; Komarizadehasl, S.; Tošić, N.; Lozano-Galant, J. A.; Turmo, J.

Procedia Structural Integrity, 64, pp. 693-699

ConferenceLow-cost sensorsReview
Abrir DOI
2024 Congresos

Evaluation of Low-cost Adaptable Reliable Accelerometer (LARA) technology

Delgado, E.; Torralba, V.; Komarizadehasl, S.; Ramos, G.; Turmo, J.; Lozano-Galant, J.A.

IABMAS 2024, Copenhagen, Denmark, pp. 2287-2294

ConferenceIABMASLARA
Abrir DOI
2024 Congresos

Long-term performance evaluation of low-cost sensors using AI-driven tools

Lozano, F.; Emadi, S.; Komarizadehasl, S.; González-Arteaga, J.; Xia, Y.; Lozano-Galant, J.A.

IABMAS 2024, Copenhagen, Denmark, pp. 1515-1522

ConferenceIABMASAI
Abrir DOI
2023 Congresos

Laboratory validation of an Arduino based accelerometer designed for SHM applications

Komarizadehasl, S.; Delgado, E.; Ramos, G.; Turmo, J.; Lozano-Galant, J.A.

IALCCE 2023, Politecnico di Milano, Milan, Italy, pp. 415-421

ConferenceIALCCESHM
2023 Congresos

Improving the resolution and accuracy of low-cost Arduino-based accelerometers

Komarizadehasl, S.; Ramos, G.; Turmo, J.; Lozano-Galant, J.A.; Torralba, V.; Ma, H.

IALCCE 2023, Politecnico di Milano, Milan, Italy, pp. 2881-2887

ConferenceIALCCELow-cost accelerometers
2023 Congresos

A review on low-cost sensors compatible with open-source platforms used for life-cycle monitoring of civil structures

Komary, M.; Komarizadehasl, S.; Turmo, J.; Lozano, F.; Lozano-Galant, J.A.; Xia, Y.

IALCCE 2023, Politecnico di Milano, Milan, Italy, pp. 1685-1692

ConferenceIALCCELife-cycle monitoring
2023 Congresos

A novel low-cost inclinometer sensor based on fusion technology for structural health monitoring applications

Komary, M.; Alahmad, A.; Komarizadehasl, S.; Turmo, J.; Lozano-Galant, J.A.; Sun, Y.

IALCCE 2023, Politecnico di Milano, Milan, Italy, pp. 1729-1736

ConferenceIALCCEInclinometer
2022 Congresos

Experimental verification of a novel accelerometer intended for structural health monitoring of bridges

Komarizadehasl, S.; Alahmad, A.; Lozano-Galant, J.A.; Torralba, V.; Ramos, G.; Turmo, J.

IABSE Congress Nanjing 2022, pp. 1264-1272

ConferenceIABSEBridge monitoring
2022 Congresos

Beneficial effect of combining similar low-cost accelerometer to improve the overall accuracy and noise density

Komarizadehasl, S.; Alahmad, A.; Lozano-Galant, J.A.; Torralba, V.; Ramos, G.; Turmo, J.

IABSE Congress Nanjing 2022, pp. 1256-1263

ConferenceIABSELow-cost accelerometers
2022 Congresos

Low-cost accurate acceleration acquisition sensor

Komarizadehasl, S.; Komary, M.; Turmo, J.; Torralba, V.; Lozano, F.; Lozano-Galant, J.A.

IABMAS 2022, Barcelona, Spain, pp. 803-810

ConferenceIABMASLow-cost sensor
2022 Congresos

Using few accelerometer for improving the resolution and accuracy of low-cost accelerometers

Komarizadehasl, S.; Komary, M.; Turmo, J.; Torralba, V.; Lozano, F.; Lozano-Galant, J.A.

IABMAS 2022, Barcelona, Spain, pp. 1575-1579

ConferenceIABMASLow-cost accelerometers
2022 Congresos

Resolution improvement of low-cost MEMS accelerometer by aligning simulations sensors

Komarizadehasl, S.; Lozano, F.; Komary, M.; Lozano-Galant, J.A.; Turmo, J.

IABSE Symposium Prague 2022, pp. 1830-1835

ConferenceIABSEMEMS accelerometer
2022 Congresos

Development of an accurate low-cost device for structural vibration acquisition

Komarizadehasl, S.; Lozano, F.; Komary, M.; Lozano-Galant, J.A.; Turmo, J.

IABSE Symposium Prague 2022, pp. 218-223

ConferenceIABSEStructural vibration
2022 Congresos

Full review of low-cost electronics implemented in structural health monitoring applications for bridges

Komary, M.; Komarizadehasl, S.; Tošić, N.; Ramos, G.; Turmo, J.; Torralba, V.

IABMAS 2022, Barcelona, Spain, pp. 980-985

ConferenceIABMASReview
2022 Congresos

Developing and validation of an inclinometer sensor based on fusion of a magnetometer, an accelerometer and a gyroscope sensor for SHM applications

Komary, M.; Komarizadehasl, S.; Ramos, G.; Torralba, V.

IABMAS 2022, Barcelona, Spain, pp. 1607-1611

ConferenceIABMASSHM
2020 Congresos

Comparison of different low-cost sensors for structural health monitoring

Komarizadehasl, S.; Turmo, J.; Mobaraki, B.; Lozano-Galant, J.A.

IABMAS 2020, Sapporo, Japan, pp. 186-191

ConferenceIABMASSHM
2020 Congresos

A comprehensive description of a Low-Cost Angular Data Monitoring System

Komarizadehasl, S.; Turmo, J.; Mobaraki, B.; Lozano-Galant, J.A.

IALCCE 2020, Shanghai, China, pp. 1388-1392

ConferenceIALCCEAngular monitoring
2020 Congresos

Practical application of low-cost sensors for static tests

Komarizadehasl, S.; Turmo, J.; Mobaraki, B.; Lozano-Galant, J.A.

DBMC 2020, Barcelona, Spain, pp. 1711-1718

ConferenceDBMCStatic tests
2020 Congresos

A comprehensive description of a low-cost wireless dynamic real-time data acquisition and monitoring system

Komarizadehasl, S.; Mobaraki, B.; Lozano-Galant, J. A.; Turmo, J.

DBMC 2020, Barcelona, Spain, pp. 663-668

ConferenceDBMCData acquisition
2020 Congresos

Evaluation of low-cost angular measuring sensors

Komarizadehasl, S.; Mobaraki, B.; Lozano-Galant, J. A.; Turmo, J.

RTCEE/RTGEE 2020, Brisbane, Australia, pp. 17-21

ConferenceRTCEE/RTGEEAngular sensors
2020 Congresos

Detailed evaluation of low-cost ranging sensors for structural health monitoring applications

Komarizadehasl, S.; Mobaraki, B.; Lozano-Galant, J.A.; Turmo, J.

RTCEE/RTGEE 2020, Brisbane, Australia, pp. 8-12

ConferenceRTCEE/RTGEERanging sensors
2020 Congresos

Environmental monitoring system based on low-cost sensors

Mobaraki, B.; Komarizadehasl, S.; Castilla, F.; Lozano-Galant, J.A.

DBMC 2020, Barcelona, Spain, pp. 1679-1686

ConferenceDBMCEnvironmental monitoring
2020 Congresos

Open source platforms for monitoring thermal parameters of structures

Mobaraki, B.; Komarizadehasl, S.; Castilla, F.; Lozano-Galant, J.A.

IABMAS 2020, Sapporo, Japan, pp. 3892-3896

ConferenceIABMASThermal monitoring
2020 Congresos

Determination of environmental parameters based on Arduino based low-cost sensors

Mobaraki, B.; Komarizadehasl, S.; Castilla, F.; Lozano-Galant, J. A.

RTCEE/RTGEE 2020, Brisbane, Australia, pp. 103-108

ConferenceRTCEE/RTGEEArduino
2025 Congresos docentes

Bridging Innovation and Resilience through the NORISK Erasmus Mundus Program in European Civil Infrastructure Education

Komarizadehasl, S.; Sousa, H. S.; Zanini, M.; Bastidas-Arteaga, E.; Campos e Matos, J.; Turmo, J.

EUCEET 2025 Conference: Teaching Gen Z Civil Engineers, Budapest, Hungary, presented; proceedings pending

Teaching innovationErasmus MundusResilience
2025 Congresos docentes

Enhancing STEAM Education in Engineering Through the Integration of AI and Smartphone Technology in Teaching Practices

Komarizadehasl, S.; Xia, Y.; Komary, M.; Lozano, F.; Turmo, J.

EUCEET 2025 Conference: Teaching Gen Z Civil Engineers, Budapest, Hungary, presented; proceedings pending

Teaching innovationAI in educationSTEAM
2024 Congresos docentes

Integrating Smartphone-Based Sensors for Structural Health Monitoring in Engineering Education

Komarizadehasl, S.; Komary, M.; Turmo, J.; Lozano, F.; Xia, Y.

Transformació Digital de l’Educació a l’Era de la Intel·ligència Artificial: Una Revolució Imparable, pp. 133-139

Teaching innovationSmartphone sensorsSHM
Abrir DOI
2020 Congresos docentes

Study of Iranian engineering educational system

Mobaraki, B.; Komarizadehasl, S.; Castilla, F.; Lozano-Galant, J.A.

RTCEE/RTGEE 2020, Brisbane, Australia, pp. 168-171

Teaching innovationEngineering educationRTCEE/RTGEE

Contacto

Investigación y transferencia tecnológica

Abierto a colaboraciones en sensores de bajo coste, monitorización de infraestructuras, herramientas de IA, gemelos digitales y formación profesional.

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