Relevant Publications

Dimensionality reduction for production optimization using polynomial approximations

Computational Geosciences 2017

B. Beykal Christodoulos A Floudas E. Gildin Fani Boukouvala N. Sorek

The objective of this paper is to introduce a novel paradigm to reduce the computational effort in waterflooding global optimization problems while realizing smooth well control trajectories amenable for practical deployments in the field. In order to overcome the problems…

A multi-scale framework for CO2 capture, utilization, and sequestration: CCUS and CCU

Computers and Chemical Engineering 2015

C.A. Floudas E. First F. Boukouvala M.M.F. Hasan

We present a multi-scale framework for the optimal design of CO2 capture, utilization, and sequestration (CCUS) supply chain network to minimize the cost while reducing stationary CO2 emissions in the United States. We also design a novel CO2 capture and…

Nationwide, Regional, and Statewide CO2 Capture, Utilization, and Sequestration Supply Chain Network Optimization

Industrial Engineering & Chemistry Research 2014

C.A. Floudas E. First F. Boukouvala M.M.F. Hasan

We design a CO2 Capture, Utilization, and Sequestration (CCUS) supply chain network with minimum cost to reduce stationary CO2 emissions and their adverse environmental impacts in the United States. While doing so, we consider simultaneous selection of source plants, capture…

Relevant Presentations

Data-Centric Optimization: Methods and Applications

2015 AIChE Annual Meeting in Exhibit Hall 1 (Salt Palace Convention Center)

November 08, 2015

F. Boukouvala

As an engineering community we have been working towards developing detailed mathematical simulation models which accurately capture the behavior of complex systems. This trend is reinforced by our drive to couple multiscale information which ranges from the atomistic and molecular…

Optimization of CO2 Capture, Utilization and Sequestration (CCUS) Supply Chain Networks

2013 AIChE Annual Meeting in San Fransisco

November 08, 2013

M.M.F. Hasan F. Boukouvala C.A. Floudas

CO2 capture, utilization and storage (CCUS) is an enabling technology toward reducing CO2 emissions from stationary sources which include power plants, cement production plants, iron and steel plants, refineries, petrochemicals and gas processing plants. More than 60% of the total…

Global Optimization of Grey-Box Constrained Models

2013 AIChE Annual Meeting in San Fransisco

November 05, 2013

F. Boukouvala M.M.F. Hasan C.A. Floudas

Grey-box optimization methods have a wide range of applicability in various fields which rely on expensive simulations or solely input-output data [1]. Consequently, there has been great interest in the development of methods for the optimization of models for which…

Copyright © 2015 Fani Boukouvala