Mengmeng Zhu

Assistant Professor

Mengmeng Zhu is an Assistant Professor in the Department of Textile Engineering, Chemistry and Science. She is also an Associate Faculty in the Operations Research Graduate Program at NC State University. She also has over six years of experience in industries including manufacturing, warehousing, and distribution center.

Research Interests

Zhu’s research interests lie in computational data analytics and mathematical modeling for system reliability, resilience, and health monitoring and control. The applications of her research are on complex systems, including smart health with wearable and implantable devices, energy, the Internet of Things, transportation, and software development. Her teaching interests include quality and reliability engineering, statistics, data analytics, and applied operations research.

Education

DegreeProgramSchoolYear
Ph.D.Doctor of Philosophy in Industrial and Systems EngineeringRutgers University2018
MSSMaster of Science in StatisticsRutgers University2016
BSIEBachelor of Science in Industrial EngineeringRutgers University2015

Honors and Awards

  • 2019 | Best Paper Award, ISSAT International Conference on Reliability and Quality
  • 2018 | Best Student Paper Award, ISSAT International Conference on Reliability and Quality
  • 2017 | Award for Outstanding Self-Financed Students Abroad, Chinese Government

    Publications

    Lifetime prediction and maintenance assessment of Lithium-ion batteries based on combined information of discharge voltage curves and capacity fade
    Wang, R., Zhu, M., & Zhang, X. (2024, March 15), JOURNAL OF ENERGY STORAGE, Vol. 81. https://doi.org/10.1016/j.est.2023.110376
    Lithium-ion battery remaining useful life prediction using a two-phase degradation model with a dynamic change point
    Wang, R., Zhu, M., Zhang, X., & Pham, H. (2023), JOURNAL OF ENERGY STORAGE, 59. https://doi.org/10.1016/j.est.2022.106457
    Modeling Human-Machine Interaction System Reliability with Multiple Dependent Degradation Processes and Situation Awareness
    Hu, Y., Wang, R., Zhu, M., & Chen, K. B. B. (2023, July 19), INTERNATIONAL JOURNAL OF RELIABILITY QUALITY AND SAFETY ENGINEERING, Vol. 7. https://doi.org/10.1142/S0218539323500146
    A generalized multiple environmental factors software reliability model with stochastic fault detection process
    Zhu, M., & Pham, H. (2022), ANNALS OF OPERATIONS RESEARCH, 311(1), 525–546. https://doi.org/10.1007/s10479-020-03732-3
    A new framework of complex system reliability with imperfect maintenance policy
    Zhu, M. (2022), ANNALS OF OPERATIONS RESEARCH, 312(1), 553–579. https://doi.org/10.1007/s10479-020-03852-w
    Shock-Loading-Based Reliability Modeling with Dependent Degradation Processes and Random Shocks
    Wang, R., & Zhu, M. (2022), INTERNATIONAL JOURNAL OF RELIABILITY QUALITY AND SAFETY ENGINEERING, 29(03). https://doi.org/10.1142/S0218539322500024
    A Random-Field-Environment-Based Multidimensional Time-Dependent Resilience Modeling of Complex Systems
    Zhu, M., Huang, X., & Pham, H. (2021), IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 8(6), 1427–1437. https://doi.org/10.1109/TCSS.2021.3083515
    An Empirical Study of Factor Identification in Smart Health-Monitoring Wearable Device
    Zhu, M., & Pham, H. (2020), IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 7(2), 404–416. https://doi.org/10.1109/TCSS.2020.2967749
    A Novel System Reliability Modeling of Hardware, Software, and Interactions of Hardware and Software
    Zhu, M., & Pham, H. (2019), MATHEMATICS, 7(11). https://doi.org/10.3390/math7111049

    View all publications via NC State Libraries

    Mengmeng Zhu