2024 AIChE Annual Meeting

Session: 10C: Interactive Session: Systems and Process Operations

This session invites poster submissions that present novel results and highlight recent advances in all areas relevant to Systems and Process Operations. Outstanding posters will be considered for Area 10C awards.

Chair

Qi Zhang, University of Minnesota

Co-Chairs

Manjiri Moharir, Exxonmobil
Styliani Avraamidou, Texas A&M University

Presentations

(373ag) Predictive Resilience and Equitable Risk Assessment in Supply Chains Via Consensus-Driven Inverse Neural Network on Interoperable Blockchains
Kazi Khoda
(373c) GDPLib: An Open Library of Generalized Disjunctive Programming Problems and Solution Method Benchmarking
Carolina Tristán, Albert Lee, Zedong Peng, David E. Bernal Neira
(373e) Optimal Production of Solar Photovoltaic Panels in Mexico through a Hybrid Machine Learning and Mathematical Programming Approach
Francisco Javier López Flores, Cesar Ramírez-Márquez, Luis Fernando Lira-Barragán, Eusiel Rubio-Castro, José María Ponce-Ortega
(373r) Data-Driven Bi-Level Optimization of Hyperparameters for Machine Learning Models
Amir Shahbazi, Hasan Nikkhah, Zahir Aghayev, Burcu Beykal
(373u) Multiscale Optimization Via Linear Model Decision Tree Surrogates
Ethan Sunshine, John Kitchin, Carl Laird, Sneha Akhade
(373f) Demand Response Strategies for Management of Residential Natural Gas Consumption
Hussain Al Dandan, Nael El-Farra
(373l) Enhancing Stochastic Optimization through Topology Data Analysis: A Novel Approach for Improved Efficiency and Robustness
Ching-Mei Wen, Marianthi Ierapetritou
(373x) Circular Economy Approach to Monetize Palm Oil Agricultural Residues
Javier Oswaldo Lizcano Prada, Ariel Uribe-Rodriguez
(373ai) Multi Agent Reinforcement Learning and Graph Neural Networks for Inventory Management
Niki Kotecha, Antonio del Rio Chanona
(373s) Towards an Integrated Wide Approach for Sustainable Field Recovery
Shakeel Ramjanee
(373k) Direct Quantum Optimization of a Class of MINLP Involving Quadratic and Signomial Terms
Ashfaq Iftakher, Faruque Hasan
(373aq) Smart Control to Improve the Economic Benefits of the Battery Energy Storage System at the Industrial Facility
Jiwei Yao, Tao Gao, Kody Powell
(373p) Partial Optimal Transport for Data-Driven Distributionally Robust Optimization with Consideration of Outliers
Shu-Bo Yang, Zukui Li
(373ae) Data-Driven Approaches for the Optimization of Complex Planning and Scheduling Problems in Multi-Product Industries
Hasan Nikkhah, Syu-Ning Johnn, Meng-Lin TSA, Amir Shahbazi, Zahir Aghayev, Styliani Avraamidou, Vassilis Charitopoulos, Burcu Beykal
(735bk) A Parametric Column-and-Constraint Generation Algorithm for Robust Optimization Under Endogenous Uncertainty
Jnana Sai Jagana, Qi Zhang
(373b) Development of Open-Source Software Tools for Data-Driven Canister Sampling Site Selection
S M Farhad, Tianxing Cai
(373v) Input Convex Lstm for Fast Machine Learning-Based Optimization
Zihao Wang, Wenlong Wang, Zhe Wu
(373t) Surrogate-Based Optimization for the Recovery of Critical Minerals and Rare Earth Elements
Dimitrios Fardis, Donghyun Oh, Nikolaos Sahinidis
(373a) Simulating Relief Scenarios in a Column Using Aspen Hsys
Avinashkumar Karre
(373z) A Multi-Scale Optimization Framework for a Sustainable Energy Transition in Urban Areas
Javiera Vergara Zambrano, Styliani Avraamidou
(373i) An Objective Reduction Algorithm for Nonlinear Many-Objective Optimization Problems
Hongxuan Wang, Andrew Allman
(373ad) Panoramic and Cyclical Operational Stability Indicators for New KPIs Contributing to the Sdgs
Tetsuya Wada
(373am) A Predictive-Reactive Framework for Large-Scale Dynamic Crude Oil Scheduling
Wanting Zhang, Pedro Castro, Wenli Du
(373o) Multi-Fidelity Reinforcement Learning for Dynamic Optimisation of Laminar Mixing System
Mosayeb Shams, Nausheen Basha, Antonio del Rio Chanona, Omar Matar
(373y) On Including Weather Extremes in the Design and Operation of Renewable Power Systems
Ricardo Pinto de Lima, Farah Souayfane, Jefferson Riera, Hayssam Dahrouj, Omar Knio
(373af) Navigating the Energy Transition Towards Hydrogen As an Energy Carrier: A Mathematical Programming Approach for Scheduling Hydrogen Supply Chain Operations
Dnyanesh Deshpande, Rajagopalan Srinivasan, Iftekar Karimi
(373ao) A Two-Layer Integrated Scheduling and Economic Control Scheme for Demand Side Management of Chemical Process
Chrysanthi Papadimitriou, Jan Schulze, Alexander Mitsos
(373j) An Estimation-Assisted Real-Time AC Optimal Power Flow
Can Li, Gonzalo Esteban Constante Flores
(373aj) Learning to Reduce Dimensionality in Mixed Integer Optimization
Niki Triantafyllou, Maria M Papathanasiou
(373h) A Global Optimization Approach for the Symbolic Design of Iterative Algorithms
Ilias Mitrai, Nikolaos Sahinidis
(373ah) Using LP Relaxation to Speed up Solution of Large-Scale Scheduling Problems
Iiro Harjunkoski
(373as) Optimal Design and Operation of Solid-Oxide Cell Systems Considering Chemical and Physical Degradation Under Seasonal Variation
Nishant Vinayak Giridhar, Quang Minh Le, Douglas A. Allan, Stephen Zitney, Debangsu Bhattacharyya
(373ak) Learning Predictive Classifier Models of the Correlating Nature of Cost and Emissions Objectives in Moving-Horizon Demand Response
Hongxuan Wang, Andrew Allman
(373ap) A New Miqcp Continuous-Time Formulation for a Class of Maritime Inventory Routing Problems
Pedro Castro
(373ab) Industrial Volatile Organic Compound (VOC) Capture Performance Evaluation Via Dynamic Simulation, MILP Scheduling and Economic Analysis
Vasiliki E. Tzanakopoulou, Michael Pollitt, Daniel Castro-Rodriguez, Dimitrios Gerogiorgis
(373at) Electrolyzer Plant Scheduling for Hydrogen Production and Power Market Participation in Frequency Containment Reserves
Dimitrios K. Varvarezos, Salvador Perez-Uresti
(373al) A Two-Stage Robust Optimization Framework for the Design of Flexible Supply Chains with Mobile Production Modules
Congqin Ge, Zhihong Yuan, Qi Zhang
(373ac) A Model for the Autoclave Low-Density Polyethylene (LDPE) Industrial Process
Artur Jesus, Pedro Castro, André Vilelas
(373n) Open-Loop Simulation Surrogates for Closed-Loop Global Optimization of Sustainable Processes
Lucas Francisco dos Santos, Dion Jakobs, Gonzalo Guillen-Gosalbez
(373g) Improvements to GPU-Enhanced Deterministic Global Optimization
Robert Gottlieb, Matthew Stuber
(373d) Development of Model-Based Fault Detection Algorithm for Liquid Hydrogen Refueling System
Gyeonggwan Jeon, Yeonsoo Kim
(373aa) A Nonconvex Miqcp Model for Optimal Scheduling of Furnaces Shutdown in a Steam-Cracking Ethylene Plant Under Demand Uncertainty
Erica Patricia Schulz, Guillermo Durand, Maria Soledad Diaz, Ignacio Grossmann