Madhav Mishra
PhD Student position
Department of Civil, Environmental and Natural Resources Eng
Lulea University of Technology
Sweden
Biography
Currently, Madhav Mishra is a visiting researcher at the NASA Ames Research Center, California, USA. He is a PhD Candidate at the Division of Operation and Maintenance Engineering within the framework of the SKF-University of Technology Center (UTC). His research focus lies to improve the diagnosis and prognosis of the RUL of an asset by the development of hybrid models. He obtained Master degree in Control Systems Engineering with specialisation in Mechatronics from the Netherlands. He worked at Philips Semiconductors/NXP in Nijmegen in the Netherlands as a Senior Design Engineer Mechatronics where he has involved in design and developed of the high speed rotating machine.
Research Interest
Diagnostics, Prognostics, and Health Monitoring, Current research includes development of model-based and data-driven diagnostic and prognostic approaches Model-based algorithms for diagnosis and prognosis Bayesian tracking (Kalman filtering, particle filtering) Fusion based algorithms for Prognostics.
Publications
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Simulations and measurements of the dynamic response of a paper machine roller (2016) Mishra. M, Odelius. J, Rantatalo. M, Johnsson. R, Larsson. J, Bellander. M, et al. Insight (Northampton), ISSN: 1354-2575, Vol. 58, nr. 4, s. 210-212
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Particle filter-based prognostic approach for railway track geometry (2017) Mishra. M, Odelius. J, Thaduri. A, Nissen. A, Rantatalo. M Mechanical systems and signal processing, ISSN: 0888-3270, Vol. 96, s. 226-238
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A channel model for power line communication using 4PSK technology for diagnosis: Some lessons learned (2018) Mishra. M, van Riet. M International Journal of Electrical Power & Energy Systems, ISSN: 0142-0615, Vol. 95, s. 617-634
