Projects per year
Personal profile
Research interests
Professor Xi’s research interests include reliability and safety for energy storage systems, design for reliable energy systems, prognostics and health management for engineering systems, model validation under uncertainty, and system reliability analysis.
Professor Xi joined the Rutgers faculty in 2017. He is a member of the Institute of Industrial and Systems Engineers (IISE), the American Society of Mechanical Engineers (ASME), and the Institute of Electrical and Electronics Engineers (IEEE). He currently serves as an Associate Editor for the journal of Energy Systems and is President-elect for Energy Systems Division in IISE. Professor Xi received his B.S. and M.S. degree in Mechanical Engineering at University of Science and Technology Beijing, and obtained his Ph.D. in Reliability Engineering from the University of Maryland – College Park.
Areas of Expertise: Reliability engineering, lithium-ion battery, design for resilient systems, prognostics and health management, and model validation under uncertainty
Focus: Develop methodologies for uncertainty modeling, quantification and management in complex engineering products and systems design; develop innovative prognostics and health management algorithms for proactive maintenance of complex engineering products and systems; integrate theory with real applications for designing reliable energy storage systems, resilient microgrid systems, and reliable additive manufacturing products.
Federal and Industry Sponsors: Since 2014, Professor Xi’s research has been sponsored by National Science Foundation, Defense Advanced Research Projects Agency, Department of Energy, and Ford Motor Company.
Select Accomplishments
- 2016 Defense Advanced Research Projects Agency - Young Faculty Award
- Best Paper Award – 2015 International Conference on Quality, Reliability, Risk, Maintenance, and Safety Engineering
- Best Paper Award – 2013 ASME 39th Design Automation Conference
- Best Paper Award – 2008 ASME 34th Design Automation Conference
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Collaborations and top research areas from the last five years
Projects
- 4 Finished
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I-Corps: Affordable and Reliable Autonomous Wheelchair
Xi, Z. (PI)
3/15/23 → 2/29/24
Project: Research project
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Uncertainty Management and Proactive Maintenance for Lithium-ion Batteries in Electrified Vehicles
Xi, Z. (PI)
9/1/17 → 7/31/20
Project: Research project
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Uncertainty Management and Proactive Maintenance for Lithium-ion Batteries in Electrified Vehicles
Xi, Z. (PI)
8/1/16 → 12/31/17
Project: Research project
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Uncertainty Management and Proactive Maintenance for Lithium-ion Batteries in Electrified Vehicles
Xi, Z. (PI) & Mi, C. (CoPI)
8/1/15 → 3/31/17
Project: Research project
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AN ENHANCED TIMED ELASTIC BAND METHOD FOR AUTONOMOUS NAVIGATION AND ITS COLLISION AVOIDANCE RELIABILITY ANALYSIS
Xi, Z., 2023, 49th Design Automation Conference (DAC). American Society of Mechanical Engineers (ASME), v03bt03a061. (Proceedings of the ASME Design Engineering Technical Conference; vol. 3B).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Accurate and reliable state of charge estimation of lithium ion batteries using time-delayed recurrent neural networks through the identification of overexcited neurons
Xi, Z., Wang, R., Fu, Y. & Mi, C., Jan 1 2022, In: Applied Energy. 305, 117962.Research output: Contribution to journal › Article › peer-review
65 Scopus citations -
ANALYTIC VELOCITY OBSTACLE FOR EFFICIENT COLLISION AVOIDANCE
Xi, Z. & Torkamani, E. A., 2022, 48th Design Automation Conference (DAC). American Society of Mechanical Engineers (ASME), V03AT03A042. (Proceedings of the ASME Design Engineering Technical Conference; vol. 3-A).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Bias-Learning-Based Model Predictive Controller Design for Reliable Path Tracking of Autonomous Vehicles under Model and Environmental Uncertainty
Ren, L. & Xi, Z., Sep 1 2022, In: Journal of Mechanical Design - Transactions of the ASME. 144, 9, 091706.Research output: Contribution to journal › Article › peer-review
Open Access6 Scopus citations -
COLLISION-FREE DYNAMIC WINDOW APPROACH FOR MOVING OBSTACLES
Xi, Z., 2022, 48th Design Automation Conference (DAC). American Society of Mechanical Engineers (ASME), V03AT03A037. (Proceedings of the ASME Design Engineering Technical Conference; vol. 3-A).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution