Selaus tekijän mukaan kokoelmassa "Afrasiabi, Shahabodin"Tieteelliset julkaisut

Aineistot 1-5 / 5

    • Data-Driven Small-Signal and N-1 Security Assessment Considering Missing Data 

      Mostafanezhad, Majid; Mohammadi, Mohammad; Afrasiabi, Shahabodin; Afrasiabi, Mousa; Aghaei, Jamshid; Chung, C. Y. (IEEE, 24.07.2023)
      This paper proposes a modulated data-driven method to assess the small-signal and N−1 security status in large power systems. To do so, a three-module data-driven framework is designed, including: i) auto-encoder embedded ...

    • Fast GRNN-Based Method for Distinguishing Inrush Currents in Power Transformers 

      Afrasiabi, Shahabodin; Afrasiabi, Mousa; Parang, Benyamin; Mohammadi, Mohammad; Samet, Haidar; Dragicevic, Tomislav (IEEE, 08.09.2021)
      Differential protection, as the key protection element in the power transformers, has always been threatened with sending false trips subjected to external transient disturbances. As a result, differential protection needs ...

    • Fault Location and Faulty Line Selection in Transmission Networks: Application of Improved Gated Recurrent Unit 

      Afrasiabi, Shahabodin; Afrasiabi, Mousa; Jarrahi Mohammad, Amin; Mohammadi, Mohammad (IEEE, 02.06.2022)
      Wide-area measurement systems (WAMS) are efficient tools to estimate the fault location in the large-scale power systems. In this study, a fast and accurate deep learning based structure is proposed to detect the faulty ...

    • Probability density function forecasting of residential electric vehicles charging profile 

      Jamali, Ali; Mohammadi, Mohammad; Afrasiabi, Shahabodin; Afrasiabi, Mousa; Aghaei, Jamshid (Elsevier, 13.07.2022)
      Residential electric vehicle (REV) is an advanced technology with a rapid growth rate in transportation and electric grids. One key challenge in the operation of REVs is the necessity of the accurate, reliable, and practical ...

    • Wide-Area Composite Load Parameter Identification Based on Multi-Residual Deep Neural Network 

      Afrasiabi, Shahabodin; Afrasiabi, Mousa; Jarrahi, Mohammadamin; Mohammadi, Mohammad; Aghaei, Jamshid; Javadi, Mohammad Sadegh; Shafie-Khah, Miadreza; Catalao, Joao P.S. (IEEE, 22.12.2021)
      Accurate and practical load modeling plays a critical role in the power system studies including stability, control, and protection. Recently, wide-area measurement systems (WAMSs) are utilized to model the static and ...