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Robustness and Reliability Analysis in Engineering using Method of Moments

About

The project aims for propose a novel semi-analytical robustness and reliability analysis framework using method of moments. The frameworks will incorporate surrogate modelling and distribution fitting methods for efficient and dependable analysis at the same time.

Collaborators

  1. Arvind Rajan
  2. Ye Chow Kuang
  3. Melanie Po-Leen Ooi
  4. Serge N. Demidenko

Keywords

Statistics, Reliability, Robust Design, Reliability Engineering, Method of Moments, Multidisciplinary Design Optimization, Robustness, Nonlinear Optimization, Mellin Transform

Publications

Journal

  1. A. Rajan, A. Garg, V. Vijayaraghavan, Y. C. Kuang, and M. P.-L. Ooi, “Parameter Optimization of Polymer Electrolyte Membrane Fuel Cell using Moment-based Uncertainty Evaluation Technique,” Journal of Energy Storage, vol. 15, pp. 8–16, 2018.
  2. A. Rajan, V. Vijayaraghavan, M. P.-L. Ooi, A. Garg, and Y. C. Kuang, “A Simulation-based Probabilistic Framework for Lithium-ion Battery Modelling,” Measurement, vol. 115, pp. 87–94, 2018.
  3. S. Paul, A. Rajan, J.-H. Chang, Y. C. Kuang, and M. P.-L. Ooi, "Parametric Design Analysis of Magnetic Sensor Based on Model Order Reduction and Reliability-based Design Optimization," IEEE Transactions on Magnetics, vol. 54, 2017.
  4. H. Carstens, X. Xia, S. Yadavalli, and A. Rajan, "Efficient Longitudinal Population Survival Survey Sampling for the Measurement and Verification of Lighting Retrofit Projects," Energy and Buildings, vol. 150, pp. 163–176, 2017.
  5. A. Rajan, Y. C. Kuang, M. P. L. Ooi, and S. N. Demidenko, "Reliability-based Design Optimisation of Technical Systems: Analytical Response Surface Moments Method," IET Journal of Engineering, 2017.
  6. A. Rajan, Y. C. Kuang, M. P. L. Ooi, and S. N. Demidenko, "Efficient analytical moments for the robustness analysis in design optimisation," IET Journal of Engineering, 2016.

Magazine

  1. A. Rajan, Y. C. Kuang, M. P.-L. Ooi, and S. N. Demidenko, “Measurement Uncertainty Evaluation: Could It Help to Improve Engineering Design?,” accepted for publication in IEEE Intrumentation and Measurement Magazine.

Conference

  1. R. Zhang, A. Rajan, Y. C. Kuang, M. P.-L. Ooi, and S. Demidenko, "Towards implementing uncertainty propagation in probabilistic floating-point computation error bounding," in Instrumentation and Measurement Technology Conference (I2MTC), 2018 IEEE International, pp. 1-6, 2018.
  2. A. Rajan, Y. C. Kuang, M. P.-L. Ooi, S. Demidenko, and T. Egbelakin, "Application of moment-based measurement uncertainty evaluation to reliability analysis of structural systems," in Instrumentation and Measurement Technology Conference (I2MTC), 2018 IEEE International, pp. 1-6, 2018.
  3. A. Rajan, Y. C. Kuang, M. P.-L. Ooi, and S. Demidenko, "Moment-based Measurement Uncertainty Evaluation for Reliability Analysis in Design Optimization," in Instrumentation and Measurement Technology Conference (I2MTC), 2016 IEEE International, pp. 1177-1182, 2016.