McLellan, P. James - Queen's University - Department of Chemical Engineering

个人简介

B.Sc. (Hon), Mathematics and Engineering (Process Control option), Queen's University, 1981 M.A.Sc., Chemical Engineering, University of Waterloo, 1983 Ph.D., Chemical Engineering, Queen's University, 1990 Control Applications Engineer, Petro-Canada Products Inc., Toronto, 1983-1986 Assistant Professor, Chemical Engineering, Queen's University, 1990-1995 Associate Professor, Chemical Engineering, Queen's University, 1995-2000 Cross-appointed to Mathematics and Statistics, Queen's University, 1998-present Professor, Chemical Engineering, Queen's University, 2000-present Acting Head, Department of Chemical Engineering, July 2002 - June 2003 Head, Department of Chemical Engineering, July 2006 - present

研究领域

Functional Data Analysis Real-Time Optimization Using Mechanistic and Empirical Models Identifiability of Process Models Fault Detection Using Multivariate Statistical Techniques Sensitivity Analysis MITACS Project - Advanced Parameter Estimation Tools for Building Models of Chemical Processes (project web page - Now called mprime) The theme of our research is the development of techniques to support dynamic modeling, analysis, estimation, monitoring and control of chemical processes. The emphasis is on the use of nonlinear process models, consisting of systems of ordinary differential, partial differential, or differential algebraic equations derived from fundamental energy and material balances, and equilibrium relationships.

近期论文

查看导师新发文章（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）

Pfaff, G., J.F. Forbes and P.J. McLellan, "Generating Information for Real-Time Optimization," Developments in Chemical Engineering and Mineral Processing Journal 2006. (Accepted) Poyton, A.A., M.S. Varziri, K.B. McAuely, P.J. McLellan and J.O. Ramsay, "Parameter Estimation in Continuous-Time Dynamic Models Using Principal Differential Analysis," Computers and Chemical Engineering 30, 4, 698-708, 2006. Gokulakrishnan, P., A.D. Lawrence, P.J. McLellan and E.W. Grandmaison, "A Functional PCA Approach for Analyzing and Reducing Complex Chemical Mechanisms," Computers and Chemical Engineering 2006. (Accepted) Ben-Zvi, A., P.J. McLellan and K.B. McAuley, "Identifiability of Nonlinear Differential Algebraic Equations Via a Linearization Approach," Canadian Journal for Chemical Engineering 2006. (Accepted) Nielsen, D.R., A.J. Daugulis and P.J. McLellan, "Transient Performance of a Two-Phase Partitioning Bioscrubber Treating a Benzene-Contaminated Gas Stream," Environmental Science and Technology 39, 22, 8971-8977, 2005. Nielsen, D.R., A.J. Daugulis and P.J. McLellan, "A Restructured Framework for Modeling Oxygen Transfer in Two-Phase Partitioning Bioreactors," Biotechnology and Bioengineering 91, 6, 773-776, 2005. Guay, M., R. Dier, J. Hahn, and P.J. McLellan, "Effect of Process Nonlinearity on Linear Quadratic Regulator Performance," Journal of Process Control 15, 1, 113-124, 2005. Gokulakrishnan, P., P.J. McLellan, D. Lawrence, and E.W. Grandmaison, "Kinetic Analysis of NO-Sensitized Methane Oxidation,"Chemical Engineering Science 60, 3683-3692, 2005. Nielsen, D., A.J. Daugulis and P.J. McLellan, "Quantifying Maintenance Requirements from the Steady-State Operation of a Two-Phase Partitioning Bioscrubber," Biotechnology and Bioengineeering 83, 6, 735-741, 2005. Ben-Zvi, A., K. B. McAuley and P. J. McLellan, "Identifiability Study of a Liquid-Liquid Phase Transfer Catalyzed Reaction System,"AIChE Journal 50, 2493-2501, 2004. Ben-Zvi, A., P.J. McLellan and K.B. McAuley, "Identifiability of Linear Time-Invariant Differential-Algebraic systems. 2. The Differential-Algebraic Approach," Ind. Eng. chem. Res. 43, 5, 1251-1259, 2004. Hutchinson, R.A., P.J. McLellan, J.O. Ramsay, H. Sulieman, and D.W. Bacon, "Investigating the Impact of Operating Parameters on Molecular Weight Distributions Using Functional Regression," Macromolecular Symposia 495-508, 2004. Sulieman, H., P.J. McLellan and D.W. Bacon, "A Profile-Based Approach to Parametric Sensitivity in Multiresponse Regression Models," Computational Statistics and Data Analysis 45, 4, 721-740, 2004. Guay, M., R. Dier, J. Hahn, and P.J. McLellan, "Effect of Process Nonlinearity on Linear Quadratic Regulator Performance," Journal of Process Control 2004. (Accepted) Ben-Zvi, A., P. J. McLellan and K. B. McAuley, "Identifiability of Linear Time-Invariant Differential-Algebraic Systems - I: The Generalized Markov Parameter Approach," Ind. Eng. Chem. Res. 42, 25, 6607-6618, 2003. Nielsen, D., A.J. Daugulis and P.J. McLellan, "A Novel Method of Simulating Oxygen Mass Transfer in Two-Phase Partitioning Bioreactors," Biotecnology & Bioengineering 83, 6, 735-742, 2003. Zhou, Y., J.F. Forbes, J. Bao, and P.J. McLellan, "Estimation of Controller Economic Benefits: An Optimization Approach," APPITA Journal 56, 2, 164, 2003. Zhou, Y., J. Bao, P.J. McLellan and J.F. Forbes, "Estimation of Controller Benefits: An Optimization-Based Approach," Pulp and Paper Canada 103, 10, T255-259, 2002. Bao, J., J.F. Forbes and P.J. McLellan, "A Passivity-Based Analysis for Decentralized Integral Controllability," Automatica 38, 243-247, 2002. Sandink, C., K.B. McAuley and P.J. McLellan, "Selection of Parameters for Updating in On-Line Models," Ind. Eng. Chem. Research 40, 3936-3950, 2001. Sulieman, H., P.J. McLellan and D.W. Bacon, "A Profile-Based Approach to Parametric Sensitivity Analysis of Nonlinear Regression Models," Technometrics 43, 425-433, 2001. Cruickshank, S.M., A.J. Daugulis and P.J. McLellan, "Modeling of a Continuous Two-Phase Partitioning Bioreactor for the Degradation of Xenobiotics," Process Biochem. 35, 1027-1035, 2000. Cruickshank, S.M., A.J. Daugulis and P.J. McLellan, "Dynamic Modeling and Optimal Fed-Batch Feeding Strategies for a Two-Phase Partitioning Bioreactor," Biotech. Bioeng. 67, 224-233, 1999. McLellan, P.J., A.J. Daugulis and J. Li, "The Incidence of Oscillatory Behaviour in the Continuous Fermentation of Zymomonas mobilis," Biotechnology Progress 15, 667-680, 1999. Thake, A.J., P.J. McLellan and J.F. Forbes, "Controller Approximation Using Semi-Definite Programming," Ind. Eng. Chem. Research 38, 2699-2708, 1999.