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He is currently pursuing a Ph.D. at FEUP in Portugal. He previously completed his BSc. in 2017 at Qazvin Islamic Azad University in Iran, followed by an MSc. in Civil Engineering, where he ranked 2nd among peer students (2019). In 2022, He began pursuing a Ph.D. in railway engineering under the supervision of Professor Cecilia Vale and Dr. Araliya Mosleh. In addition to his Ph.D. studies, He was employed as a Ph.D. student researcher on the WAY4SAFERAIL project, which focuses on wayside monitoring systems for safe rail transportation. Currently, he is working as a Ph.D. student fellow on the Smart Wagon project. His main research interests are: 1) running safety assessment of trains, 2) vehicle-structure interaction; 3) Condition monitoring of railway tracks; 4) wayside technologies for condition monitoring; 5) Vehicle dynamics; 6) Damage detection algorithms.
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Identificação

Identificação pessoal

Nome completo
Mohammad Reza Mohammadi
Data de nascimento
1996/07/13
Género
Masculino

Nomes de citação

  • Mohammadi, M

Identificadores de autor

Ciência ID
A112-442F-6041
ORCID iD
0000-0003-1079-4687
Google Scholar ID
https://scholar.google.com/citations?user=gToMgYAAAAAJ&hl=en
Scopus Author Id
57641809100

Endereços de correio eletrónico

  • up202202392@up.pt (Profissional)

Telefones

Telemóvel
  • (+351) 939478157 (Pessoal)

Moradas

  • s/n, R. Dr. Roberto Frias, 4200-465, Porto, Porto, Portugal (Profissional)
  • R. Dr. Júlio de Matos 431, 4200-355 , Porto, Porto, Portugal (Pessoal)

Domínios de atuação

  • Ciências da Engenharia e Tecnologias - Engenharia Civil
  • Ciências da Engenharia e Tecnologias - Engenharia Civil - Engenharia de Transportes

Idiomas

Idioma Conversação Leitura Escrita Compreensão Peer-review
Inglês Utilizador independente (B2) Utilizador proficiente (C1) Utilizador independente (B2) Utilizador independente (B2) Utilizador proficiente (C1)
Persa (Idioma materno)
Português Utilizador elementar (A1) Utilizador elementar (A1) Utilizador elementar (A1) Utilizador elementar (A1) Utilizador elementar (A1)
Árabe Utilizador independente (B1) Utilizador proficiente (C1) Utilizador proficiente (C1) Utilizador proficiente (C1) Utilizador proficiente (C1)
Turco Utilizador elementar (A1) Utilizador elementar (A1) Utilizador elementar (A1) Utilizador elementar (A1) Utilizador elementar (A1)
Formação
Grau Classificação
2022/09/01 - 2026/08/01
Em curso
 Engenharia Civil (Doutoramento)
Universidade do Porto Faculdade de Engenharia, Portugal
 17.82
2017/09/23 - 2019/07/14
Concluído
 Civil Engineering (Laurea Magistrale)
Especialização em Earthquake Engineering
Qazvin Islamic Azad University, Irão
"The Evaluation of Uncertainties in Seismic Performance of Railway Embankment" (TESE/DISSERTAÇÃO)
 17.66
2014/09/11 - 2017/09/06
Concluído
 Civil Engineering (Bachelor)
Qazvin Islamic Azad University, Irão
 16.35
Percurso profissional

Outros

Categoria Profissional
Instituição de acolhimento 		Empregador
2022/09/01 - Atual Ph.D. student Universidade do Porto Faculdade de Engenharia, Portugal
Universidade do Porto Faculdade de Engenharia, Portugal
Projetos

Bolsa

Designação Financiadores
2023/07/20 - 2024/06/20 Desenvolvimento de capacidade produtiva em Portugal de vagões inteligentes para mercadorias
C644940527-00000048
Bolseiro de Doutoramento
Em curso
2022/08/03 - 2023/06/30 WAY4SAFERAIL - Wayside monitoring system for safe rail transportation
NORTE-01-0247-FEDER-069595
Bolseiro de Doutoramento
Universidade do Porto Faculdade de Engenharia, Portugal
Concluído
Produções

Publicações

Artigo em conferência
  1. Mosleh, A.; Mohammadi, M; Vale, Cecília; Ribeiro, Diogo; Montenegro, P. A.; Meixedo, Andreia. Autor correspondente: Mosleh, A.. "Railway wheel flat detection using a track-side monitoring system based on an unsupervised learning method". Trabalho apresentado em International Conference on Vehicle Body Engineering (VBE), Porto, 2023.
    Publicado
  2. Vale, Cecília; Canduco, Carlos; Mosleh, A.; Meixedo, Andreia; Ribeiro, Diogo; Montenegro, P. A.; Silva, Ruben; Mohammadi, M. "Damage detection in Track railways using onboard monitoring system". Trabalho apresentado em International Conference on Vehicle Body Engineering (VBE), Porto, 2023.
  3. Vale, Cecília; Ribeiro, Diogo; Mosleh, A.; Montenegro, P. A.; Meixedo, Andreia; Marreiros, Goreti; Meira, Jorge; et al. Autor correspondente: Vale, Cecília. "WAYSIDE MONITORING SYSTEM FOR SAFE RAIL TRANSPORTATION - THE WAY4SAFERAIL PROJECT". Trabalho apresentado em conference on railway excellence (CORE), Melbourne, 2023.
    Publicado
  4. Mohammadi, M; Mosleh, A.; Vale, Cecília; Ribeiro, Diogo; Montenegro, P. A.; Meixedo, Andreia. Autor correspondente: Mohammadi, M. "A machine learning approach for detection of railway wheel flats using track-side monitoring". Trabalho apresentado em Fifth Doctoral Congress in Engineering (DCE 2023), Porto, 2023.
  5. Mohammadi, M; Mosleh, A.; Vale, Cecília; Ribeiro, Diogo; Montenegro, P. A.; Meixedo, Andreia. Autor correspondente: Mosleh, A.. "Smart detection of wheel defects using artificial intelligence wayside monitoring system.". Trabalho apresentado em 8th International Conference on Recent Advances in Railway Engineering (ICRARE 2023), 2023.
    Publicado
  6. Vale, Cecília; Ribeiro, Diogo; Mosleh, A.; Montenegro, P. A.; Silva, Ruben; Mohammadi, M; Guedes, António. Autor correspondente: Ribeiro, Diogo. "Simulation of wheel defects and train unbalanced loads for smart detection based on wayside monitoring systems". Trabalho apresentado em CILAMCE, 2022.
    Publicado
Artigo em revista
  1. Mohammadi, M; Mosleh, A.; Vale, Cecília; Ribeiro, Diogo; Montenegro, P. A.; Meixedo, Andreia. Autor correspondente: Mohammadi, M. "AI-WFI: An Artificial Intelligence-based Wheel Flat Identification Using Track-Side Monitoring System". Railway Engineering Science (2024):
    Submetido
  2. Mosleh, A.; Mohammadi, M; Vale, Cecília; Ribeiro, Diogo; Montenegro, P. A.; Meixedo, Andreia. "Smart detection of wheel defects using artificial intelligence and wayside monitoring system". International Journal of Railway Research (2023): 10.22068/ijrare.322.
    Publicado
  3. Mohammadi, M; Mosleh, A.; Vale, Cecília; Ribeiro, Diogo; Montenegro, P. A.; Meixedo, Andreia. Autor correspondente: Mohammadi, M. "An Unsupervised Learning Approach for Wayside Train Wheel Flat Detection". Sensors 23 4 (2023): 1910. http://dx.doi.org/10.3390/s23041910.
    Publicado • 10.3390/s23041910
  4. Mohammadi, M; Mosleh, A.; Razzaghi, M; Alves Costa, Pedro; Calçada, Rui. Autor correspondente: Mohammadi, M. "Probabilistic Seismic Safety Assessment of Railway Embankments". Applied Sciences 13 1 (2023): 598. http://dx.doi.org/10.3390/app13010598.
    Acesso aberto • Publicado • 10.3390/app13010598
  5. Mohammadi, M; Mosleh, A.; Razzaghi, M; Alves Costa, Pedro; Calçada, Rui. Autor correspondente: Mosleh, A.. "Stochastic analysis of railway embankment with uncertain soil parameters using polynomial chaos expansion". Structure and Infrastructure Engineering (2022): 1-20. http://dx.doi.org/10.1080/15732479.2022.2033277.
    Acesso aberto • Publicado • 10.1080/15732479.2022.2033277
  6. Mohammad Azadi; S. Hooman Ghasemi ; Mohammadi, M. Autor correspondente: Mohammad Azadi. "Reliability analysis of tunnels with consideration of the earthquakes extreme events". Geomechanics and Engineering 21 5 (2020): 433-439. https://doi.org/10.12989/GAE.2020.22.5.433.
    10.12989/GAE.2020.22.5.433
Atividades

Participação em evento

Descrição da atividade
Tipo de evento 		Nome do evento
Instituição / Organização
2023/02/27 - 2023/03/06 Railway track: components, geometry, and assessment of geometrical quality. Rolling stock: components, dynamic characteristics. Characterization of the most frequent damages. Monitoring systems (track-side, on-board). Vehicle track dynamic interaction. Vehicle-track dynamic interaction: applications. Methodology for damage detection.
Oficina (workshop)
 Data-driven damage detection in railway systems
Universidade do Porto Faculdade de Engenharia, Portugal

Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2019/02/10 - 2019/02/13 participants were typically introduced to the basic concepts and principles of finite element analysis, as well as the various features and capabilities of the Plaxis 2D software. The workshop included both theoretical and practical sessions, where participants were guided through the process of setting up and running a Plaxis 2D analysis. Some of the topics that were covered during a Plaxis 2D workshop include soil and rock mechanics, geotechnical modeling, boundary conditions, material models, and visualization of results.
Oficina (workshop)
 Introduction of Finite Element Software – PLAXIS.
Qazvin Islamic Azad University, Irão
2017/09/01 - 2017/12/15 The Quantity Surveying and Estimating of Project workshop we designed to teach participants the essential skills of Quantity Surveying and Estimating for construction projects. The workshop covered various topics such as cost estimation techniques, measurement techniques, bills of quantities, tendering and contracting, cost control and value engineering, and project planning and management. Participants learned through lectures, case studies, and hands-on exercises, enabling them to apply the principles of Quantity Surveying and Estimating to the re
Oficina (workshop)
 Quantity surveying & Estimating of Project.
Iranian Academic Center for Education, Culture & Research Education Deputy, Irão