Research output per year
Research output per year
Personal profile
Biography
As an industrial engineer, I have embarked on a remarkable journey spanning think tanks, academia, and industry. With an unwavering passion for the automotive domain, my expertise shines in the captivating realm of electric, automated, and connected mobility. Harnessing the power of cutting-edge technologies like machine learning, artificial intelligence, Bayesian methods, simulation tools, and the bedrock of engineering and physics, I take great delight in crafting ingenious solutions that propel the boundaries of modern transportation to new heights.
Research Interests
- Electric and Connected Vehicles
- EV Charging Infrastructure
- Lithium-ion Batteries
- Explainable Artificial Intelligence
- Spatio-Temporal Modeling
- Customized Deep Learning
- Active Learning and Bayesian Design
- Autonomous Vehicle Simulation
Education/Academic qualification
PhD, Industrial and Systems Engineering, University of Michigan
Sep 1 2019 → Apr 30 2023
Award Date: Apr 30 2023
Master, Industrial and Systems Engineering, University of Michigan
Sep 1 2016 → Apr 30 2018
Award Date: Apr 30 2018
Bachelor, Mechanical Engineering, University of Pune
Sep 1 2011 → Apr 30 2015
Award Date: Apr 30 2015
Keywords
- QA75 Electronic computers. Computer science
- Machine Learning
- Bayesian math
- Lithium-ion Batteries
- Deep Learning
- QA76 Computer software
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Customer-Focused Key Performance Indicators for Electric Vehicle Charging
Quinn, C. W., Cardinali, S., Clifford, J., Houck, K., Moriarty, K., Savargaonkar, M., Smart, J. G., Smith, D. E. & Varghese, B. J., Jun 21 2024Research output: Book/Report › Technical Report
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Uncorrelated Sparse Autoencoder With Long Short-Term Memory for State-of-Charge Estimations in Lithium-Ion Battery Cells
Savargaonkar, M., Oyewole, I., Chehade, A. & Hussein, A. A., Jan 2024, In: IEEE Transactions on Automation Science and Engineering.Research output: Contribution to journal › Article › peer-review
10 Scopus citations -
Implementation Guide for Minimum Required Error Codes in Electric Vehicle Charging Infrastructure
Savargaonkar, M., Varghese, B. J. & Houck, K., Sep 29 2023Research output: Book/Report › Technical Report
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Implementation Guide for Minimum Required Error Codes in Electric Vehicle Charging Infrastructure
Savargaonkar, M. V., Varghese, B., Houck, K. & Nystrom, B., Sep 23 2023, Office of Scientific and Technical Information (OSTI).Research output: Book/Report › Technical Report
Open Access -
Orthogonal Autoencoders for Long-Term State-of-Charge Forecasting of Li-ion Battery Cells
Hassanieh, W., Savargaonkar, M. & Chehade, A., 2023, 2023 IEEE Transportation Electrification Conference and Expo, ITEC 2023.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Scopus citations
Prizes
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IISE-QCRE Best Student Paper Finalist
Savargaonkar, Mayuresh Vijay (Recipient), 2020
Prize: Honorary award