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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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Identification

Personal identification

Full name
Mohammad Reza Mohammadi
Date of birth
1996/07/13
Gender
Male

Citation names

  • Mohammadi, M

Author identifiers

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

Email addresses

  • up202202392@up.pt (Professional)

Telephones

Mobile phone
  • (+351) 939478157 (Personal)

Addresses

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

Knowledge fields

  • Engineering and Technology - Civil Engineering
  • Engineering and Technology - Civil Engineering - Transport Engineering

Languages

Language Speaking Reading Writing Listening Peer-review
English Upper intermediate (B2) Advanced (C1) Upper intermediate (B2) Upper intermediate (B2) Advanced (C1)
Persian (Mother tongue)
Portuguese Beginner (A1) Beginner (A1) Beginner (A1) Beginner (A1) Beginner (A1)
Arab Intermediate (B1) Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1)
Turkish Beginner (A1) Beginner (A1) Beginner (A1) Beginner (A1) Beginner (A1)
Education
Degree Classification
2022/09/01 - 2026/08/01
Ongoing
 Engenharia Civil (Doutoramento)
Universidade do Porto Faculdade de Engenharia, Portugal
 17.82
2017/09/23 - 2019/07/14
Concluded
 Civil Engineering (Laurea Magistrale)
Major in Earthquake Engineering
Qazvin Islamic Azad University, Iran
"The Evaluation of Uncertainties in Seismic Performance of Railway Embankment" (THESIS/DISSERTATION)
 17.66
2014/09/11 - 2017/09/06
Concluded
 Civil Engineering (Bachelor)
Qazvin Islamic Azad University, Iran
 16.35
Affiliation

Others

Category
Host institution 		Employer
2022/09/01 - Current Ph.D. student Universidade do Porto Faculdade de Engenharia, Portugal
Universidade do Porto Faculdade de Engenharia, Portugal
Projects

Grant

Designation Funders
2023/07/20 - 2024/06/20 Desenvolvimento de capacidade produtiva em Portugal de vagões inteligentes para mercadorias
C644940527-00000048
PhD Student Fellow
Ongoing
2022/08/03 - 2023/06/30 WAY4SAFERAIL - Wayside monitoring system for safe rail transportation
NORTE-01-0247-FEDER-069595
PhD Student Fellow
Universidade do Porto Faculdade de Engenharia, Portugal
Concluded
Outputs

Publications

Conference paper
  1. Mosleh, A.; Mohammadi, M; Vale, Cecília; Ribeiro, Diogo; Montenegro, P. A.; Meixedo, Andreia. Corresponding author: Mosleh, A.. "Railway wheel flat detection using a track-side monitoring system based on an unsupervised learning method". Paper presented in International Conference on Vehicle Body Engineering (VBE), Porto, 2023.
    Published
  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". Paper presented in 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. Corresponding author: Vale, Cecília. "WAYSIDE MONITORING SYSTEM FOR SAFE RAIL TRANSPORTATION - THE WAY4SAFERAIL PROJECT". Paper presented in conference on railway excellence (CORE), Melbourne, 2023.
    Published
  4. Mohammadi, M; Mosleh, A.; Vale, Cecília; Ribeiro, Diogo; Montenegro, P. A.; Meixedo, Andreia. Corresponding author: Mohammadi, M. "A machine learning approach for detection of railway wheel flats using track-side monitoring". Paper presented in Fifth Doctoral Congress in Engineering (DCE 2023), Porto, 2023.
  5. Mohammadi, M; Mosleh, A.; Vale, Cecília; Ribeiro, Diogo; Montenegro, P. A.; Meixedo, Andreia. Corresponding author: Mosleh, A.. "Smart detection of wheel defects using artificial intelligence wayside monitoring system.". Paper presented in 8th International Conference on Recent Advances in Railway Engineering (ICRARE 2023), 2023.
    Published
  6. Vale, Cecília; Ribeiro, Diogo; Mosleh, A.; Montenegro, P. A.; Silva, Ruben; Mohammadi, M; Guedes, António. Corresponding author: Ribeiro, Diogo. "Simulation of wheel defects and train unbalanced loads for smart detection based on wayside monitoring systems". Paper presented in CILAMCE, 2022.
    Published
Journal article
  1. Mohammadi, M; Mosleh, A.; Vale, Cecília; Ribeiro, Diogo; Montenegro, P. A.; Meixedo, Andreia. Corresponding author: Mohammadi, M. "AI-WFI: An Artificial Intelligence-based Wheel Flat Identification Using Track-Side Monitoring System". Railway Engineering Science (2024):
    Submitted
  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.
    Published
  3. Mohammadi, M; Mosleh, A.; Vale, Cecília; Ribeiro, Diogo; Montenegro, P. A.; Meixedo, Andreia. Corresponding author: Mohammadi, M. "An Unsupervised Learning Approach for Wayside Train Wheel Flat Detection". Sensors 23 4 (2023): 1910. http://dx.doi.org/10.3390/s23041910.
    Published • 10.3390/s23041910
  4. Mohammadi, M; Mosleh, A.; Razzaghi, M; Alves Costa, Pedro; Calçada, Rui. Corresponding author: Mohammadi, M. "Probabilistic Seismic Safety Assessment of Railway Embankments". Applied Sciences 13 1 (2023): 598. http://dx.doi.org/10.3390/app13010598.
    Open access • Published • 10.3390/app13010598
  5. Mohammadi, M; Mosleh, A.; Razzaghi, M; Alves Costa, Pedro; Calçada, Rui. Corresponding author: 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.
    Open access • Published • 10.1080/15732479.2022.2033277
  6. Mohammad Azadi; S. Hooman Ghasemi ; Mohammadi, M. Corresponding author: 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
Activities

Event participation

Activity description
Type of event 		Event name
Institution / Organization
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.
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.
Workshop
 Introduction of Finite Element Software – PLAXIS.
Qazvin Islamic Azad University, Iran
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
Workshop
 Quantity surveying & Estimating of Project.
Iranian Academic Center for Education, Culture & Research Education Deputy, Iran