Bilde av Hatamzad, Mahshid
Bilde av Hatamzad, Mahshid
Department of Industrial Engineering mahshid.hatamzad@uit.no +4776966235 Narvik

Mahshid Hatamzad


Research Fellow in Industrial Engineering- Cost effectiveness in winter road maintenance techniques

Job description

Winter road maintenance plays an important role in traffic safety, particularly in the Arctic region due to severe road condition, low friction as well as poor visibility. Norwegian Transport Agency has set a twelve-year traffic policy and the main goal is to achieve the zero-casualties vision. The major challenges are to find the best techniques to maximize the traffic safety while minimizing the cost and negative enviromental impacts. 


  • Mahshid Hatamzad, Geanette Cleotilde Polanco Pinerez, Johan Casselgren :
    Addressing Uncertainty by Designing an Intelligent Fuzzy System to Help Decision Support Systems for Winter Road Maintenance
    Safety 2022 ARKIV / DOI
  • Mahshid Hatamzad, Geanette Cleotilde Polanco Pinerez, Johan Casselgren :
    Intelligent cost-effective winter road maintenance by predicting road surface temperature using machine learning techniques
    Knowledge-Based Systems 2022 ARKIV / DOI
  • Mahshid Hatamzad, Geanette Cleotilde Polanco Pinerez, Johan Casselgren :
    Using Deep Learning to Predict the Amount of Chemicals Applied on the Wheel Track for Winter Road Maintenance
    Applied Sciences 2022 ARKIV / DOI
  • Mahshid Hatamzad, Geanette Cleotilde Polanco Pinerez, Johan Casselgren :
    A Semiquantitative Approach to Assess Uncertainty for Predicting Road Surface Temperature if a Sensor Fails at a Station
    IEEE conference proceedings 2022 DOI
  • Mahshid Hatamzad, Geanette Polanco Pinerez, Johan Cesselgren :
    Using Slightly Imbalanced Binary Classification to Predict the Efficiency of Winter Road Maintenance
    IEEE Access 2021 ARKIV / DOI
  • Mahshid Hatamzad, Geanette Polanco Pinerez :
    Non-parametric Linear Technique for Measuring the Efficiency of Winter Road Maintenance in the Arctic Area
    Proceedings of the International Conference on Industrial Engineering and Operations Management 2019 ARKIV / FULLTEKST / DOI
  • Mahshid Hatamzad, Geanette Cleotilde Polanco Pinerez, Johan Casselgren :
    A Semiquantitative Approach to Assess Uncertainty for Predicting Road Surface Temperature if a Sensor Fails at a Station
    2022

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