Home
About Us
News
People
Research
Industry
Learning
Grad Studies
Contact
Downloads
Login
MACC Researchers
Kuilin Chen Kuilin Chen
M.A.Sc Candidate
Supervised by Dr. Prashant Mhaskar

Start date
September 2012

Email
chenk46@mcmaster.ca

Education
B. Eng. in Automation, East China University of Science and Technology, Shanghai, China, 2012

Work Experience
Intern Control System Engineer, Fluor, China ( June 2011-August 2011)

MACC Publications

  • Chen, K., Yu, Jie Short-term wind speed prediction using an unscented Kalman filter based state-space support vector regression approach, Applied Energy,, 113 690-705 (2014) [ Publisher Version ]
  • Yu, Jie, Chen, K.Rashid, M. A Bayesian model averaging based multi-kernel Gaussian process regression framework for nonlinear state estimation and quality prediction of multiphase batch processes with transient dynamics and uncertainty, Chemical Engineering Science,, 93 (19) 96-109 (2013) [ Publisher Version ]
  • Yu, Jie, Chen, K.Rashid, M. A Gaussian mixture copula model based localized Gaussian process regression approach for long-term wind speed prediction, Energy,, 61 (1) 673-686 (2013) [ Publisher Version ]

Other Publications
Refereed Conference Proceedings

  • Yu, J., Chen, K., Mori, J., & Rashid, M. M. (2013, June). Multi-kernel Gaussian process regression and Bayesian model averaging based nonlinear state estimation and quality prediction of multiphase batch processes. In American Control Conference (ACC), 2013 (pp. 5451-5456). IEEE.
Conference Presentations
  • Kuilin Chen, Jie Yu, Ivan Castillo & Leo H. Chiang. Bayesian clustering based unsupervised fault detection and diagnosis of industrial processes with shifting operating conditions. AIChE Annual Meeting. San Francisco, CA, USA, November 6, 2013.
  • Kuilin Chen, Jie Yu, Ivan Castillo & Leo H. Chiang. Expectation-maximization and Bayesian inference based probabilistic PLS methods for soft sensor estimation and prediction of industrial processes with stochastic missing measurements. AIChE Annual Meeting. San Francisco, CA, USA, November 5, 2013.

People by Picture