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Dr. Madhurjya Dev Choudhury

Assistant Professor, Department of Mechanical Engineering,
BITS Pilani, Pilani Campus

Machine Condition Monitoring, IIoT, Applied Machine Learning, Fault Diagnosis and Prognosis
Room No: 1216-I
Department of Mechanical Engineering,
Birla Institute of Technology & Science, Pilani- 333031, Rajasthan, India.
Madhurjya_Dev_Choudhury_BITS_Pilani

Publications

Journals

  • Choudhury, M.D., Blincoe, K., and Dhupia, J.S., A Conditional Generative Adversarial Network Based Time-Frequency Image Enhancement Method for Intelligent Bearing Fault Diagnosis, Engineering Applications of Artificial Intelligence (under review).
  • Liu, J., Cao, H., Dhupia, J.S., Choudhury, M.D., Fu, Y., Chen, S., Li, J., Yv, B., An Adaptive Source-free Unsupervised Domain Adaptation Method for Mechanical Fault Detection, Mechanical Systems and Signal Processing (under review).
  • Mazloumi, S.H., Choudhury, M.D., Lu, Y., and Dhupia, J.S., A Comprehensive Review of Integrated Approaches to Condition Monitoring Design in the Context of Predictive Maintenance, Journal of Manufacturing Systems (under review).
  • Choudhury, M.D., Hong, L., and Dhupia, J.S., A Novel Tacholess Order Analysis Method for Bearings Operating Under Time-varying Speed Conditions, Measurement, vol. 186, pp. 1-12, 2021.
  • Choudhury, M.D., Hong, L., and Dhupia, J.S., A Methodology to Handle Spectral Smearing in Gearboxes Using Adaptive Mode Decomposition and Dynamic Time Warping, IEEE Transactions on Instrumentation and Measurement, vol. 70, pp. 1-10, 2021.
  • Choudhury, M.D., Blincoe, K., and Dhupia, J.S., An Overview of Fault Diagnosis of Industrial Machines Operating under Variable Speeds, Acoustics Australia, vol. 49, no. 2, pp. 229-238, 2021.
  • Choudhury, M.D., Ahmed, F., Kumar, G., Kalita, K., and Tammi, K., Design Methodology for a Special Single Winding Based Bearingless Switched Reluctance Motor, IET The Journal of Engineering, vol. 2017, no. 7, pp. 274-284, 2017.

Book Chapters

  • Choudhury, M.D., Hong, L., and Dhupia, J.S., A Comparative Analysis between EMD and VMD Based Tacho-less Order Tracking Techniques for Fault Detection in Gears, Vibration Engineering for a Sustainable Future 2, pp. 230-209.

Conference Proceedings

  • Choudhury, M.D., Kleijn, W.B., Blincoe, K., and Dhupia, J.S., A Deep Learning Based Fault Diagnosis Method Combining Domain Knowledge and Transfer Learning, in 29th IEEE International Conference on Mechatronics and Machine Vision in Practice (M2VIP 2023), Queenstown, New Zealand, November 21-24, 2023.
  • Chen. Z., Choudhury, M.D., Blincoe, K., and Dhupia, J.S., A Digital Twin Based Framework for Real-time Machine Condition Monitoring, in 19th IEEE International Conference on Automation Science and Engineering (CASE 2023), Auckland, New Zealand, August 26-30, 2023.
  • Choudhury, M.D., Blincoe, K., and Dhupia, J.S., Deep Learning based Time-Frequency Image Enhancement Method for Machinery Health Monitoring, in 2023 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM 2023), Seattle, USA, June 27-July 1, 2023.
  • Kim, M., Choudhury, M.D., Blincoe, K., and Dhupia, J.S., Internet-of-Things Enabled Smart Condition Monitoring System for Maintenance of Industrial Equipment, in International Symposium on Flexible Automation (ISFA 2022), Yokohama, Japan, July 3-7, 2022.
  • Choudhury, M.D., Hong, L., and Dhupia, J.S., Order Tracking Using Variational Mode Decomposition to Detect Gear Faults Under Speed Fluctuations, in 11th Annual Conference of the PHM Society 2019 (PHM19), AZ, USA, September 21-26, 2019.
  • Choudhury, M.D., Vibration-based Condition Monitoring of Industrial Drivetrains Operating under Non-stationary Conditions, in 11th Annual Conference of the PHM Society 2019 (PHM19), AZ, USA, September 21-26, 2019.
  • Choudhury, M.D., Hong, L., and Dhupia, J.S., A Critical Investigation of Hilbert-Huang Transform Based Envelope Analysis for Fault Diagnosis of Gears, in 2018 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM 2018), Auckland, New Zealand, July 9-12, 2018.
  • Ahmed, F., Choudhury, M.D., Kumar, G., and Kalita, K., Modelling and Analysis of Bearingless Switched Reluctance Motor Equipped With Specialized Stator Winding, in 2016 IEEE International Conference on Power Electronics, Drives and Energy Systems, Trivandrum, India, December 14-17, 2016.
  • Kumar, G., Choudhury, M.D., Natesan, S., and Kalita, K., Design and Analysis of a Radial Active Magnetic Bearing for Vibration Control, in 12th International Conference on Vibration Problems, Guwahati, India, December 14-17, 2015.
  • Ahmed, F., Kumar, G., Choudhury, M.D., and Kalita, K., Bridge Configured Wounded Switched Reluctance Motor, in 12th International Conference on Vibration Problems, Guwahati, India, December 14-17, 2015.

Reviewer

  • Mechanical Systems and Signal Processing.
  • IEEE Transactions on Instrumentation and Measurement.
  • ISA Transactions.
  • Renewable and Sustainable Energy Reviews.
  • IEEE Access.
  • International Transactions on Electrical Energy Systems.
  • Proceedings of the IMechE, Part O: Journal of Risk and Reliability.
  • Proceedings of the IMechE, Part M: Journal of Engineering for the Maritime Environment.
  • IET Control Theory and Applications.
  • IET Generation, Transmission & Distribution.
  • Electronics Letters.
  • International Journal of Rotating Machinery.
  • ASME Dynamic Systems and Control (DSC) Conference (2018, 2019).
  • Asia Pacific Vibration Conference (2019).
  • IEEE International Conference on Mechatronics and Machine Vision in Practice (2023).
  • IEEE/ASME International Conference on Advanced Intelligent Mechatronics (2023)