Author: Falyn Eisiminger
Bayramoglu, S., G. Nemhauser, and N. Sahinidis, “Learning to Branch with Interpretable Machine Learning Models”, 2023 INFORMS Annual Meeting, Phoenix, AZ, October 15-18, 2023.
Ammari, B.L., E.S. Johnson, G. Stinchfield, T.Kim, M. Bynum, W.E. Hart, J. Pulsipher, C.D. Laird, “Linear Model Decision Trees as Surrogates in Optimization of Engineering Applications”, Computers and Chemical Engineering, Volume 178, October 2023, 108347.
The Advanced Process Systems Engineering Stakeholder Summit is scheduled for Oct 11th -12th, 2023. The Technical Team Meeting will follow on October 13th, 2023. Agenda (draft): Advanced PSE Stakeholder Summit I Agenda (Updated 10/5/23) Event Address: The Westin Tysons Corner, 7801 Leesburg Pike, Falls Church, VA, 22043, (703) 893-1340 Register Hotel Reservations
S. Zitney, “Multi-scale Modeling and AI/ML Tools for the Optimization of Advanced Energy Systems”, SAMI Tech Talk, Aug 16, 2023.
Cho, J. Tovar-Facio, I. E. Grossmann, “Optimization model for expansion planning of reliable and resilient power systems”, The 23rd Conference of the International Federation of Operational Research Societies (IFORS2023), Santiago, Chile, July 10-14, 2023.
Dowling, A.W., Beyond Price Taker: Using Machine Learning Surrogate Models to Optimization Electricity and Hydrogen Co-Production in Wholesale Energy Markets, Institution of Chemical Engineers (IChemE) Invited Webinar, July 6, 2023
Bayramoglu, S., G. Nemhauser, and N. Sahinidis, “Learning to Branch with Interpretable Machine Learning Models”, Poster presented at the 24th Conference on Integer Programming and Combinatorial Optimization (IPCO XXIV), Madison, Wisconsin, June 21-23, 2023.
Stinchfield, G., B.L. Ammari, J.C. Morgan, J.D. Siirola, M.A. Zamarripa, C.D. Laird, “Optimization of Process Families for Deployment of Carbon Capture Processes using Machine Learning Surrogates”, 33rd Annual European Symposium on Computer-Aided Process Engineering (ESCAPE), Athens, Greece, June 18-21, 2023. (Won the best presentation award from 200+ presentations.)
Dowling, A.W., “Market-Based Technoeconomic Optimization of Integrated Energy Systems that Co-Produce Hydrogen and Electricity, Market-Based Technoeconomic Optimization of Integrated Energy Systems that Co-Produce Hydrogen and Electricity”, Hydrogen Program Annual Merit Review, Arlington, VA, June 8, 2023.
Burgard, A.P., “Technoeconomic Evaluation of SOFC/SOEC-based Integrated Energy Systems for the Co-Production of Electricity and Hydrogen”, Poster shown at Hydrogen Program Annual Merit Review, Arlington, VA, June 8, 2023.