Faculty: Dr. P.A. Taylor
Dr.
Paul Taylor
Professor Emeritus
Department of Chemical Engineering
McMaster University
1280 Main Street West, Hamilton
Ontario, Canada L8S 4L7
office: ITC 202
email: taylorpa@mcmaster.ca
voice: (905) 525-9140 ext. 24952
B.Sc. (University of Wales), Ph.D. (University of Wales), P.Eng.
Research Interests
My research is directed towards the application of computer control to
chemical processes.
It covers three areas of expertise:
- control theory
- process dynamics and modelling,
- and real- time computer applications.
All the research projects that I supervise include these three elements
to a greater or
lesser extent; most projects involve industrial data in addition to simulated
data, and
some projects involve direct application to full-scale units operated
by one of the member
companies of the McMaster Advanced Control Consortium (MACC).
Specific areas of research:
- multivariable control using object oriented expert systems
- applications of neural networks and fuzzy logic and genetic algorithms
- multrivariable process identification using closed loop data
Selected Publications
Esmaili, A., MacGregor, J.F. and Taylor, P.A., (2000), "Direct and
Two-step methods
for Closed-loop Identification: a comparison of asymptotic and finite
data set performance",
Journal of Process Control, 10, 525-537
Kassidas, A., Taylor, P.A. and MacGregor, J.F., (1998), “Off-line Diagnosis
of Deterministic
Faults in Continuous Dynamic Multivariable Processes using Speech Recognition
Methods”,
Journal of Process Control, 8, 381-393.
Kassidas, A., MacGregor, J.F. and Taylor, P.A., (1998), “Synchronization
of Batch Trajectories
using Dynamic Time Warping”, AIChE Journal, 44, 864-875
A. Kassidas, J.F.
MacGregor and P.A. Taylor, "Fault Diagnosis in Continuous Dynamic
Processes using Speech Recognition Methods", Proc. ADCHEM'97 (Int.
Fed. Aut. Control),
Banff, June 9-11, 1997
Woods, D.R., Hrymak, A.N., Marshall, R.R, Wood, P.E., Crowe, C.M., Hoffman,
T.W, Wright.
J.D., Taylor, P.A., Woodhouse, K.A. and Bouchard, C.G.K., (1997), “Developing
Problem
Solving
Skills: The McMaster Problem Solving Program”, J. of Engineering Education,
86, 75-91.
Doma, M.J., Taylor, P.A. and Vermeer, P.J., (1996), “Closed Loop Identification
of MPC Models
for MIMO Processes using Genetic Algorithms and Dithering One variable
at a Time”,
Computers Chem. Engng., 20, S1035-1040.
Hugo, A.J., Taylor, P.A. and Wright, J.D., (1996), “Approximate Models
for Recycle Systems”,
Ind. Eng. Chem. Res., 35, 485-487.
Nelson, P.R.C., Taylor, P.A. and MacGregor, J.F., (1996), “Missing Data
Methods in PCA
and PLS: Score Calculations with Incomplete Observations”, Chemometrics
and Intelligent
Laboratory Systems, 35, 45-65.
Dayal. B.S., Taylor, P.A. and MacGregor, J.F., (1994), “The Design of
Experiments, Training
and Implementation of Nonlinear Controllers based on Neural Networks”,
Can. J. of
Chem. Eng., 72, 1066-1079.
Dayal. B.S, MacGregor, J.F. and Taylor P.A., (1994), “Application of
Feedforward Neural
networks and Partial Least Squares Regression to Modeling Kappa Number
in a
Continuous Kamyr Digester”, Pulp and Paper Canada, 95, 26-32.
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