ONGOING PROJECTS Moment-based Uncertainty Propagation through Nonlinear Systems Evaluation and Expression of Measurement Uncertainty using Method of Moments About The project aims for propose novel frameworks for the evaluation and expression of measurement uncertainty using 1) propagation of moments; and 2) method of moments. Collaborators Arvind Rajan Ye Chow Kuang Melanie Po-Leen Ooi Serge N. Demidenko Keywords Method of Moments, Maximum Entropy, Pearson Distribution, Propagation of Moments, Mellin Transform, Taylor Series Publications Journal A. Rajan, Y. C. Kuang, M. P.-L. Ooi, S. Demidenko, and H. Carstens “Moments and Maximum Entropy Method for Expanded Uncertainty Estimation in Measurements,” IEEE Access, vol. 6, pp. 4072 - 4082, 2018. Y. C. Kuang, A. Rajan, M. P. L. Ooi, and S. N. Demidenko, "Measured Quantity Value Estimator for Multiplicative Non-linear Measurement Models," IEEE Transactions on Instrumentation and Measurement, vol. 66, pp. 715 – 722, 2017. A. Rajan, Y. C. Kuang, M. P. L. Ooi, and S. N. Demidenko, "Benchmark Test Distributions for Expanded Uncertainty Evaluation Algorithms," IEEE Transactions on Instrumentation and Measurement, vol. 65, pp. 1022-1034, 2016. A. Rajan, M. P.-L. Ooi, Y. C. Kuang, and S. N. Demidenko, "Analytical Standard Uncertainty Evaluation Using Mellin Transform," IEEE Access, vol. 3, pp. 209-222, 2015. Y. C. Kuang, A. Rajan, M. P.-L. Ooi, and T. C. Ong, "Standard uncertainty evaluation of multivariate polynomial," Measurement, vol. 58, pp. 483-494, 2014. Conference A. Rajan, Y. C. Kuang, M. P.-L. Ooi, and S. Demidenko, "Moments and Maximum Entropy Method for Expanded Uncertainty Estimation in Measurements," in Instrumentation and Measurement Technology Conference (I2MTC), 2017 IEEE International, 2017. Y. C. Kuang, M. P.-L. Ooi, A. Rajan, and S. Demidenko, "Performance comparison between expanded uncertainty evaluation algorithms," in Instrumentation and Measurement Technology Conference (I2MTC), 2015 IEEE International, 2015, pp. 1729-1734. A. Rajan, Y. C. Kuang, M. P.-L. Ooi, and S. Demidenko, "Standard Uncertainty estimation on polynomial regression models," in Sensors Applications Symposium (SAS), 2014 IEEE, 2014, pp. 207-212. Y. C. Kuang, M. P. L. Ooi, and A. Rajan, "Analytic standard uncertainty evaluation of polynomial in normal/uniform random variables," in Smart Instrumentation, Measurement and Applications (ICSIMA), 2013 IEEE International Conference on, pp. 1-5, 2013. COMPLETED PROJECTS Collaborative Engineering Program in Electronic Testing, Instrumentation and Measurement About The continuing shortage of qualified engineers in the test, failure analysis, instrumentation and measurement areas in the electronic industry and associated R&D organizations makes it hard to verify and improve the quality and functionality of the fabricated integrated circuits as well as in refining the manufacturing process so to reach a required high yield. Addressing the need, an integrated specialist education program in the Electronic Test Technology was developed and implemented by a team of university academics in cooperation and with support from management and engineering specialists of several leading electronic companies. This project has developed contents of the teaching and training components, and also outlines the designed laboratory systems. Collaborators Moi-Tin Chew Ye Chow Kuang Melanie Po-Leen Ooi Serge N. Demidenko Keywords Electronic Testing; Semiconductor Manufacturing; Engineering Education; Course Development; Test Equipment Publications Conference S. Demidenko, M. P.-L. Ooi, M. T. Chew, Y. C. Kuang, and A. Rajan, "Addressing Emerging Needs of Hi-Tech Industry: Collaborative Engineering Program in Electronic Testing, Instrumentation and Measurement," submitted for publication.
About The project aims for propose novel frameworks for the evaluation and expression of measurement uncertainty using 1) propagation of moments; and 2) method of moments. Collaborators Arvind Rajan Ye Chow Kuang Melanie Po-Leen Ooi Serge N. Demidenko Keywords Method of Moments, Maximum Entropy, Pearson Distribution, Propagation of Moments, Mellin Transform, Taylor Series Publications Journal A. Rajan, Y. C. Kuang, M. P.-L. Ooi, S. Demidenko, and H. Carstens “Moments and Maximum Entropy Method for Expanded Uncertainty Estimation in Measurements,” IEEE Access, vol. 6, pp. 4072 - 4082, 2018. Y. C. Kuang, A. Rajan, M. P. L. Ooi, and S. N. Demidenko, "Measured Quantity Value Estimator for Multiplicative Non-linear Measurement Models," IEEE Transactions on Instrumentation and Measurement, vol. 66, pp. 715 – 722, 2017. A. Rajan, Y. C. Kuang, M. P. L. Ooi, and S. N. Demidenko, "Benchmark Test Distributions for Expanded Uncertainty Evaluation Algorithms," IEEE Transactions on Instrumentation and Measurement, vol. 65, pp. 1022-1034, 2016. A. Rajan, M. P.-L. Ooi, Y. C. Kuang, and S. N. Demidenko, "Analytical Standard Uncertainty Evaluation Using Mellin Transform," IEEE Access, vol. 3, pp. 209-222, 2015. Y. C. Kuang, A. Rajan, M. P.-L. Ooi, and T. C. Ong, "Standard uncertainty evaluation of multivariate polynomial," Measurement, vol. 58, pp. 483-494, 2014. Conference A. Rajan, Y. C. Kuang, M. P.-L. Ooi, and S. Demidenko, "Moments and Maximum Entropy Method for Expanded Uncertainty Estimation in Measurements," in Instrumentation and Measurement Technology Conference (I2MTC), 2017 IEEE International, 2017. Y. C. Kuang, M. P.-L. Ooi, A. Rajan, and S. Demidenko, "Performance comparison between expanded uncertainty evaluation algorithms," in Instrumentation and Measurement Technology Conference (I2MTC), 2015 IEEE International, 2015, pp. 1729-1734. A. Rajan, Y. C. Kuang, M. P.-L. Ooi, and S. Demidenko, "Standard Uncertainty estimation on polynomial regression models," in Sensors Applications Symposium (SAS), 2014 IEEE, 2014, pp. 207-212. Y. C. Kuang, M. P. L. Ooi, and A. Rajan, "Analytic standard uncertainty evaluation of polynomial in normal/uniform random variables," in Smart Instrumentation, Measurement and Applications (ICSIMA), 2013 IEEE International Conference on, pp. 1-5, 2013.
About The continuing shortage of qualified engineers in the test, failure analysis, instrumentation and measurement areas in the electronic industry and associated R&D organizations makes it hard to verify and improve the quality and functionality of the fabricated integrated circuits as well as in refining the manufacturing process so to reach a required high yield. Addressing the need, an integrated specialist education program in the Electronic Test Technology was developed and implemented by a team of university academics in cooperation and with support from management and engineering specialists of several leading electronic companies. This project has developed contents of the teaching and training components, and also outlines the designed laboratory systems. Collaborators Moi-Tin Chew Ye Chow Kuang Melanie Po-Leen Ooi Serge N. Demidenko Keywords Electronic Testing; Semiconductor Manufacturing; Engineering Education; Course Development; Test Equipment Publications Conference S. Demidenko, M. P.-L. Ooi, M. T. Chew, Y. C. Kuang, and A. Rajan, "Addressing Emerging Needs of Hi-Tech Industry: Collaborative Engineering Program in Electronic Testing, Instrumentation and Measurement," submitted for publication.
