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Research Publications

Summary

  • 24 publications. Since 2015: 140+ citations, h-index of 6, i10-index of 4.

  • Complete list of publications available at Google Scholar and ResearchGate.

Journals

  1. A. Khan, M. H. Mohammadi, V. Ghorbanian and D. A. Lowther, “Efficiency Map Prediction of Motor Drives using Deep Learning,” IEEE Transactions on Magnetics, vol. 56, no. 3, pp. 1-4, Mar. 2020, doi: 10.1109/TMAG.2019.2957162.

  2. I. Ibrahim, R. C. P. Silva, M. H. Mohammadi, V. Ghorbanian and D. A. Lowther, “Surrogate-Based Acoustic Noise Prediction of Electric Motors,” IEEE Transactions on Magnetics, vol. 56, no. 2, pp. 1-4, Feb. 2020, doi: 10.1109/TMAG.2019.2945407.

  3. D. A. Lowther, V. Ghorbanian, M. H. Mohammadi and I. Ibrahim, “Design tools for electromagnetic-driven multi-physics systems using high performance computing,” International Journal for Computation and Mathematics in Electrical and Electronic Engineering, vol. 39, no. 1, pp. 198-205, Dec. 2019, doi: 10.1108/COMPEL-06-2019-0234.

  4. V. Ghorbanian, M. H. Mohammadi and D. A. Lowther, “Design Concepts of Low-Frequency Electromagnetic Devices based on a Data-Driven Approach,” International Journal for Computation and Mathematics in Electrical and Electronic Engineering, vol. 38, no. 5, pp. 1374-1385, Sep. 2019, doi: 10.1108/COMPEL-12-2018-0524.

  5. M. H. Mohammadi, V. Ghorbanian and D. A. Lowther, “A Data-Driven Approach for Design Knowledge Extraction of Synchronous Reluctance Machines using Multi-Physical Analysis,” IEEE Transactions on Industry Applications, vol. 55, no. 4, pp. 3707-3715, Jul./Aug. 2019, doi: 10.1109/TIA.2019.2915186.

  6. I. Ibrahim, M. H. Mohammadi, V. Ghorbanian and D. A. Lowther, “Effect of Pulse-Width Modulation on Electromagnetic Noise of Interior Permanent Magnet Synchronous Motor Drives,” IEEE Transactions on Magnetics, vol. 55, no. 10, pp. 1-5, Oct. 2019, doi: 10.1109/TMAG.2019.2920107.

  7. C. Midha, M. H. Mohammadi, R. C. P. Silva and D. A. Lowther, “Selection of Spatial Filters for ONOFF based Topology Optimization of a C-core Electromagnetic Actuator,” IEEE Transactions on Magnetics, vol. 55, no. 10, pp. 1-5, Oct. 2019, doi: 10.1109TMAG.2019.2919152.

  8. M. H. Mohammadi, T. Rahman, R. C. P. Silva, B. Wang, K. Chang and D. A. Lowther, “Effect of Acoustic Noise on Optimal SynRM Design Regions,” IEEE Transactions on Magnetics, pp. 1-4, vol. 54, no. 3, Mar. 2018, doi: 10.1109/TMAG.2017.2760859.

  9. M. H. Mohammadi, R. C. P. Silva and D. A. Lowther, “Incorporating Control Strategies into the Optimization of Synchronous AC Machines: A Comparison of Methodologies,” IEEE Transactions on Magnetics, pp. 1-4, vol. 54, no. 3, Mar. 2018, doi: 10.1109/TMAG.2017.2748099.

  10. R. C. P. Silva, T. Rahman, M. H. Mohammadi and D. A. Lowther, “Multiple Operating Points Based Optimization: Application to Fractional Slot Concentrated Winding Electric Motors,” IEEE Transactions on Industrial Electronics, pp. 1719 - 1727, vol. 65, no. 2, Feb. 2018, doi: 10.1109/TIE.2017.2756586.

  11. M. H. Mohammadi, T. Rahman and D. A. Lowther, “Restricting the Design Space of Multiple-Barrier Rotors of Synchronous Reluctance Machines,” International Journal for Computation and Mathematics in Electrical and Electronic Engineering, pp. 1338-1350, vol. 36, no. 5, Sep. 2017, doi: 10.1108/COMPEL-02-2017-0109.

  12. M. Li, M. H. Mohammadi, T. Rahman and D. A. Lowther, “Analysis and design of electrical machines with material uncertainties in iron and permanent magnet,” International Journal for Computation and Mathematics in Electrical and Electronic Engineering, pp. 1326-1337, vol. 36, no. 5, Sep. 2017, doi: 10.1108/COMPEL-02-2017-0110.

  13. M. H. Mohammadi and D. A. Lowther, “A Computational Study of Efficiency Map Calculation for Synchronous AC Motor Drives including Cross-Coupling and Saturation Effects,” IEEE Transactions on Magnetics, pp. 1-4, vol. 53, no. 6, Jun. 2017, doi: 10.1109/TMAG.2017.2661994.

  14. M. H. Mohammadi, R. C. P. Silva and D. A. Lowther, “Finding optimal performance indices of synchronous AC motors,” IEEE Transactions on Magnetics, pp. 1-4, vol. 53, no. 6, Jun. 2017, doi: 10.1109/TMAG.2017.2662705.

  15. M. H. Mohammadi, T. Rahman, R. C. P. Silva, M. Li and D. A. Lowther, “A computationally efficient algorithm for rotor design optimization of synchronous reluctance machines,” IEEE Transactions on Magnetics, pp. 1-4, vol. 52, no. 3, Mar. 2016, doi: 10.1109/TMAG.2015.2491306.

Conferences

  1. V. Ghorbanian, M. H. Mohammadi, I. Ibrahim, J. R. Hendershot and D. A. Lowther, “An HPC-Based Data-Driven Process for Design Exploration and Optimization of Motor Drives,” in IEEE International Electric Machines and Drives Conference, San Diego, CA, May 2019, doi: 10.1109/IEMDC.2019.8785160.

  2. M. H. Mohammadi, V. Ghorbanian and D. A. Lowther, “A Data-Driven Approach for Design Knowledge Extraction of Synchronous Reluctance Machines using Multi-Physical Analysis,” in XXIII International Conference Electrical Machines, Alexandroupoli, Greece, pp. 479-485, Sep. 2018, doi: 10.1109/ICELMACH.2018.8506851.

  3. S. Hussain, M. H. Mohammadi, K. S. Sidhu and D. A. Lowther, “Effects of PWM Excitations on Iron Loss in Electrical Steels and Machines,” in IEEE Industry Applications Annual Meeting, Cincinnati, OH, Oct. 2017, doi: 10.1109/IAS.2017.8101829.

  4. T. Rahman, M. H. Mohammadi, K. Humphries and D. A. Lowther, “Comparison of Fractional Slot Concentrated Winding and PM Assisted Synchronous Reluctance Motors for Class IV Electric Vehicles,” in IEEE International Electric Machines and Drives Conference, Miami, FL, May 2017, doi: 10.1109/IEMDC.2017.8002173.

  5. T. Rahman, R. C. P. Silva, K. Humphries, M. H. Mohammadi and D. A. Lowther, “Design and Optimization of Fractional Slot Concentrated Winding Permanent Magnet Machines for Class IV Electric Vehicles,” in IEEE Transportation Electrification Conference and Exposition, Dearborn, MI, Jun. 2016, doi: 10.1109/ITEC.2016.7520199.

  6. B. Wang, T. Rahman, K. Chang, M. H. Mohammadi and D. A. Lowther, “A neural network based surrogate model for predicting noise in synchronous reluctance motors,” in 2016 IEEE Conference on Electromagnetic Field Computation, Miami, FL, Nov. 2016, doi: 10.1109/CEFC.2016.7816297.

  7. M. H. Mohammadi and M. Poshtan, “Human motion energy harvesting by design of handheld Linear PM Synchronous Generator,” in 3rd International Conference on Electric Power and Energy Conversion Systems, Istanbul, Turkey, Oct. 2013, doi: 10.1109/EPECS.2013.6713031.

Theses

  1. M. H. Mohammadi. “A Data-Driven Design Process including Multiphysics for Synchronous AC Machines using High-Performance Computing.” Ph.D. Thesis, Department of Electrical & Computer Engineering, McGill University, Canada, 2019, link.

  2. M. H. Mohammadi. “Rotor Design Optimization of Permanent Magnet-Assisted Synchronous Reluctance Machines for Traction Applications.” Master's Thesis, Department of Electrical & Computer Engineering, McGill University, Canada, 2015, link