Modern computing capabilities are increasing at an astounding rate. My research interests lie in applying these ever expanding capabilities to chemical engineering, through simulation, modeling, optimization, and most recently, virtual reality. Applications of interest include, but are not limited to, process design and education.
My research efforts have centered around computer simulation and modeling, from thermodynamic hyper-surfaces, to rigorous multi-component distillation units, to the global petrochemical industry. This work has involved linear and non-linear optimization, network programming, game theory, sequential modular simulator development, and other techniques. Recent work has involved the development of virtual reality based computer modules for undergraduate chemical engineering education. Future plans are to apply the techniques developed for these modules to practical engineering applications.
Virtual Reality
Based Educational Modules, in progress under a grant from NSF. These modules
will help to educate future engineers by presenting information and experiences
in ways never before possible. Simultaneously the capabilities and applicabilities
of virtual reality are being investigated, for latter application to practical
engineering situations. Specific educational areas being developed include
chemical reaction engineering, safety analysis, thermodynamic relationships,
and fluid flow phenomena.
Modeling of the
Global Petrochemical Industry, Ph.D. Thesis. This extremely large scale
optimization problem involved 302 chemical production processes operating
in 130 countries utilizing 325 different inter-related chemicals. The mathematical
model included over 20,000 variables and 10,000 constraints. Mathematical
methods investigated included linear programming, successive quadratic
programming, parallel processing, network programming, and games theory.
A Computational
Representation of Thermodynamic Surfaces for Use in Process Flowsheet Calculations,
M.S. Thesis. This project involved the rapid estimation of thermodynamic
properties in multi-dimensional hyperspace for use in process flowsheet
calculations, with the added constraint that all derivatives of the estimation
functions be continuous across adjacent estimation region boundaries.
Development of
a Rigorous Distillation Module, DEA Project. A rigorous distillation simulation
module was developed for the simultaneous modular process flowsheet simulator
PROSIM. This model incorporates full mass and energy balances and thermodynamic
equilibrium relationships for each tray of the distillation tower, with
feeds and takeoffs on any tray. Solution methods incorporate sparse matrix
techniques.
Modeling of the
Production of Lactic Acid from Whey, consulting with Shanahan Valley Associates.
This model was used to aid in the development of lactic acid production
facilities in central Wisconsin, utilizing excess whey byproducts from
the dairy industry.