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Rismaya Kumar Mishra
PhD Scholar
Indian Institute of Technology Delhi

PhD Status: December 2019 to till date

Department/Centre: Centre for Automotive Research & Tribology

Supervisor: Prof. S. Fatima (CART, IIT Delhi)

Co-supervisor: Prof. A.R. Mohanty (ME, IIT Kharagpur)

Research Area: Condition Monitoring of Rotating Machines

Address: Block V-142/143, Automotive Health Monitoring Lab, CART, IIT Delhi

E-mail: 

Other Links: 

  • Google Scholar
  • Research Gate
  • LinkedIn

Educational Background

  • Master of Technology in Industrial Tribology and Maintenence Management (NIT, Srinagar), 2019, Gold Medalist.

  • Bachelor of Technology in Mechanical Engineering (GIET, Bhubaneswar), 2016

Publications

Journal Publications

  1. Mishra, R.K., Choudhary, A., Fatima, S., Mohanty, A.R. and Panigrahi, B.K., “A Generalized Method for Diagnosing Multi-faults in Rotating Machines Using Imbalance Datasets of Different Sensor Modalities”, Engineering Applications of Artificial Intelligence, Vol. 132, p. 107973, 2024, doi:10.1016/j.engappai.2024.107973.

  2. Mishra, R.K., Choudhary, A., Fatima, S., Mohanty, A.R. and Panigrahi, B.K., “Multi-fault Diagnosis of Rotating Machine Under Uncertain Speed Conditions”, Journal of Vibration Engineering & Technologies, 2023, doi: 10.1007/s42417-023-01141-x.

  3. Chaudhary, A., Mishra, R.K., Fatima, S., and Panigrahi, B.K., “Multi-modal Fusion Based Fault Diagnosis of Electric Vehicle Motor for Sustainable Transportation”, IEEE Transactions on Transportation Electrification, 2024. 

  4. Choudhary, A., Mishra, R.K., Fatima, S., and Panigrahi, B.K., “Multi-Input CNN Based Vibro-acoustic Fusion for Accurate Fault Diagnosis of Induction Motor”, Engineering Applications of Artificial Intelligence, Vol. 120, p. 105872, 2023, doi: 10.1016/j.engappai.2023.105872.

  5. Kumar, H., Mishra, R. K. and Harmain, G.A., “Effect of Mating Material on Wear Behaviour of Ni-based Hardface Coating”, Part L: Journal of Materials: Design and Applications, 2023, doi:10.1177/14644207231190492.

  6. Mishra, R.K., Choudhary, A., Fatima, S., Mohanty, A.R. and Panigrahi, B.K., “A Fault Diagnosis Approach Based On 2D Vibration Imaging for Bearing Faults”, Journal of Vibration Engineering & Technologies, 2022, doi: 10.1007/s42417-022-00735-1.

  7. Mishra R.K., Choudhary A., Fatima S., Mohanty A. R., Panigrahi B. K., A Self-adaptive Multiple Fault Diagnosis System for Rolling Element Bearing, Measurement Science and Technology, Vol. 33, Issue 12, p.125018, 2022, doi:10.1088/1361-6501/ac8ca8.

  8. Mishra R. K., ChoudharyA., Mohanty A.R., Fatima S., An intelligent bearing fault diagnosis based on hybrid signal processing and Henry gas solubility optimization, Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science, pp 1-14, 2022, doi:10.1177/09544062221101737.

  9. Mishra R. K., Kumar H., Harmain G. A., Albert S. K., Comparative wear behaviour of Ni-Cr-B-Si hardface coatings made by cold metal transfer and plasma transfer Arc welding processes, Proceedings of the Institution of Mechanical Engineers, Part L: Journal of Materials: Design and Applications, pp 1-15, 2022, doi: 10.1177/14644207221103517.

  10. Mishra R. K., Kumar H., Harmain G. A., Albert S. K., Wear Performance of Ni-Cr-B-Si Hardface Coatings Fabricated by Cold Metal Transfer Welding, Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science, Vol. 236, Issue 3, pp 1850-1860, 2022, doi:10.1177/09544062211023085.

  11. Mishra R.K., Nag S., Behera S. K. and Sahu S. N., Experimentation and Optimization of Surface Roughness in WEDM Process using Full Factorial Design integrated PCA Approach, International Journal of Engineering Research and Applications, Vol. 6, Issue 4, (Part - 5), pp 30-37, 2016, doi: 10.13140/RG.2.2.13324.95360.

Conference Proceedings

  1. Mishra, R.K., Fatima, S., and Mohanty, A.R., “Multi-fault Diagnosis of Industrial Rotating Machines Using Deep Neural Networks " in 53rd International Congress and Exposition on Noise Control Engineering (Inter-Noise 2024), Vol-270(7), pp. 4448-4458, Nantes, France, 2024.

  2. Mishra, R.K., Mian, T., Fatima, S., Mohanty, A.R., and Panigrahi, B.K., “Motor and Bearing Multi-fault Diagnosis with Sound Quality Metrics" in 52nd International Congress and Exposition on Noise Control Engineering (Inter-Noise 2023), Vol-268(8), pp. 57-67, Chiba, Japan, 2023. 

  3. Mishra, R.K., Chaudhary, A., Fatima, S., Mohanty, A.R., and Panigrahi, B.K., “Realistic Condition-based Anomaly Detection of Multi-faults in Rotating Machines”, in 3rd International Conference on Sustainable Energy and Future Electric transportation (SEFET), Bhubaneswar, India, 2023.

  4. Mishra, R.K., Chaudhary, A., Mohanty, A.R., and Fatima, S., “A Comparative Study of Time-frequency Analysis for the Application of Fault Diagnosis System" in International Congress on Sound and Vibration (ICSV28), Singapore, pp.1-8, 2022.

  5. Chaudhary, A., Mishra, R.K., Fatima, S., and Panigrahi, B.K., “Fault Diagnosis of Induction Motor Under Varying Operating Condition for Electric Vehicle” in 2022 IEEE IAS Global Conference on Emerging Technologies (GlobConET), Arad, Romania, 2022.

  6. Mishra, R.K., Chaudhary, A., Mohanty, A.R., and Fatima, S., “Performance Evaluation of Support Vector Machine for System Level Multi-fault Diagnosis" in 2022 Prognostics and Health Management Conference (PHM 2022), London, UK, 2022.

  7. Mishra, R.K., Chaudhary, A., Mohanty, A.R., and Fatima, S., “Multi Domain Bearing Fault Diagnosis using Support Vector Machine" in IEEE International Conference on Computing, Power and Communication Technologies (GUCON), Kuala Lumpur, Malaysia, 2021.

  8. Mishra, R. K., Kumar, H., Harmain, G.A. and Albert, S. K., “Wear investigation of Ni-Cr-B-Si hardface coatings under similar and dissimilar mating conditions” in National Seminar on Welding Science and Technology (NSWEST), Chennai, India, 2021.

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