Publications

2024

35. Aguirre-Villegas, H.; Bradshaw, S. L.; Benson, C.; Munguía-López, A. C.; Zavala, V.; Wright, M.; Avraamidou, S.; Olafasakin, O.; Huber, G. Assessing the Depletion of Fossil Fuels and Greenhouse Gas Emissions from Energy Consumption of Material Recovery Facilities (MRFs) in the United States. Under Review. 

34. Saini, R.S.T.; Avraamidou, S.*; Ganesh, H.S.* Novel Iteration-Free Cooperative Distributed MPC through Multiparametric Programming. Under Review. 

33. Ramesh, U. K.; Avraamidou, S.; Ganesh, H. S. Energy and Temperature Management in Buildings through Multi-Objective Model Predictive Control on a Chip. Under Review. 

2023

32. Allen, R. C.; Avraamidou, S.; Butenko, S.; Pistikopoulos, E. N. Solution Strategies for Integrated Distribution, Production, and Relocation Problems Arising in Modular Manufacturing. European Journal of Operational Research, 2023. [Link]

31. del Carmen Munguía-López, A.; Göreke, D.; Sánchez-Rivera, K.L.; Aguirre-Villegas, H.A.; Avraamidou, S.; Huber, G.W.; Zavala, V.M. Quantifying the environmental benefits of a solvent-based separation process for multilayer plastic films. Green Chemistry, 2023, 25(4), 1611-1625. [Link]

30. Saini, R.S.T.; Pappas, I.; Avraamidou, S.*; Ganesh, H.S.* Noncooperative Distributed Model Predictive Control: A Multiparametric Programming Approach. Industrial & Engineering Research, 2023, 62(2), 1044–1056. [Link]

29. Allen, R. C.; Baratsas, S.; Kakodkar, R.; Avraamidou, S.; Demirhan, C.; Heuberger, C.; Klokkenburg, M.; Pistikopoulos, E. N. A multi-period integrated planning and scheduling approach for developing energy systems. Optimal Control, Applications and Methods, 2023, 44 (2), 355-372. [Link]

2022

28. Lindsay, M.J.; Molitor, M.S.; Goculdas, T.B.; Zhao, J.; Featherman, J.R.; Li, M.; Miller, J.B.; Avraamidou, S.; Rankin, S.A.; Dumesic, J.A.; Huber, G.W. Production of glucose-galactose syrup and milk minerals from Greek yogurt acid whey. Green Chemistry, 2022, 8538-8551. [Link]

27. Namany, S.; Govindana, R.; Di Martino, M.; Pistikopoulos, E. N.; Linke, P.; Avraamidou, S.; Al-Ansari, T. “Developing intelligence in Food Security: An agent-based modelling approach of food supply chain interactions under socio-economic and environmental considerations”. Sustainable Production and Consumption, 2022, 32, 669-689. [Link]

26. Kenefake, D.; Pappas, I.; Avraamidou, S.; Beykal, B.; Ganesh, H.; Cao, Y.; Wang, Y.; Otashu, J.; Leyland, S.; Flores-Cerrillo, J.; Pistikopoulos, E. N. “A Smart Manufacturing Strategy for Multi-Parametric Model Predictive Control in Air Separation Systems”. Journal of Advanced Manufacturing and Processing, 2022, 4 (4), e10120. [Link]

25. Cook, J.; Martino, M.; Allen, R.C.; Pistikopoulos, E.N.; Avraamidou, S. “A decision-making framework for the optimal design of renewable energy systems”. Science of the Total Environment, 2022, 827, 154185. [Link]

24. Di Martino, M.; Avraamidou, S.; Pistikopoulos, E. N. A neural network based superstructure optimization approach to reverse osmosis desalination plants, Membranes, 2022, 12 (2), 199. [Link]

23. Kakodkar, R.; He, G.; Demirhan, C. D.; Arbabzadeh, M.; Baratsas, S. G.; Avraamidou, S.; Mallapragada, D. a. M. I.; Allen, R. C.; Gencer, E.; Pistikopoulos, E. N. A Review of Analytical and Optimization Methodologies for Transitions in Multi-scale Energy Systems, Renewable and Sustainable Energy Reviews, 2022, 160, 112277. [Link]

22. Baratsas, S. G.; Pistikopoulos, E. N.; Avraamidou, S.; A quantitative and holistic circular economy assessment framework at the micro level. Computers and Chemical Engineering, 2022, 160, 107697. [Link]

21. Beykal, B.; Avraamidou, S.; Pistikopoulos, E.N.; Data-Driven Optimization of Mixed-integer Bi-level Multi-follower Integrated Planning and Scheduling Problems Under Demand Uncertainty. Computers and Chemical Engineering, 2022, 156, 107551. [Link]

2021

20. Namany, S.; Govindan, R.; Di Martino, M.; Pistikopoulos, E.N.; Linke, P.; Avraamidou, S.; Al-Ansari, T. An Energy-Water-Food Nexus-based Decision-making Framework to Guide National Priorities in Qatar. Sustainable Cities and Society, 2021, 103342. [Link]

19. Chen, Z.; Avraamidou, S.; Li, Z.; Ni, W.; Pistikopoulos, E.N.; Liu, P. Optimal Design of Integrated Urban Energy Systems Under Uncertainty and Sustainability Requirements. Computers & Chemical Engineering, 2021, 107502. [Link]

18. Kotidis, P.; Papathanasiou, M. M.; Pappas, I.; Avraamidou, S.; Pistikopoulos, E.N.; Kontoravdi, C. DigiGlyc: a hybrid tool for reactive scheduling in cell culture systems. Computers & Chemical Engineering, 2021, 794, 148726. [Link]

17. Baratsas, S.; Pistikopoulos, E.N.; Avraamidou, S. A systems engineering framework for the optimization of food supply chains under circular economy considerations. Science of the Total Environment, 2021, 794, 148726. [Link]

16. Pappas, I.; Avraamidou, S.; Katz, J.; Burnak, B.; Beykal, B.; Turkay, M.; Pistikopoulos, E.N. Mixed-integer Linear Multi-objective Optimization through Multiparametric Programming. Industrial & Engineering Chemistry Research, 2021, 60 (23), 8493-8503. [Link]

2020

15. Di Martino, M.; Avraamidou, S.; Cook, J.; Pistikopoulos, E.N. An Optimization Framework for the Design of Reverse Osmosis Desalination Plants under Food-Energy-Water Nexus Considerations. Desalination, 2020, 503, 114937. [Link]

14. Pappas, I.; Kenefake, D.; Burnak, B.; Avraamidou, S.; Ganesh, H. S.; Katz, J.; Diangelakis N. A.; Pistikopoulos E.N. Multiparametric Programming in Process Systems Engineering: Recent Developments and Path Forward. Frontiers in Chemical Engineering, 2020, 2, 32. [Link]

13. Bi, K.; Beykal, B.; Avraamidou, S.; Pappas, I.; Pistikopoulos, E.N.; Qiu, T. Integrated Modeling of Transfer Learning and Intelligent Heuristic Optimization for Steam Cracking Process. Industrial & Engineering Chemistry Research, 2020, 59 (37), 16357-16367. [Link]

12. Katz, J.; Pappas, I. S.; Avraamidou, S.; Pistikopoulos, E.N. Integrating Deep Learning Models and Mutliparametric Programming, Computers & Chemical Engineering, 2020, 138, 106801. [Link]

11. Beykal. B; Avraamidou, S.; Pistikopoulos, E.N. DOMINO: Data-driven Optimization of MultI-level NOnlinear Problems, Journal of Global Optimization, 2020, 78, 1–36. [Link]

10. Avraamidou, S.; Baratsas, S.; Tian, Y.; Pistikopoulos, E.N. Circular Economy – a challenge and an opportunity for Process Systems Engineering, Computers & Chemical Engineering SI: In memory and honor of Professor Roger Sargent, 2020, 133, 106629. [Link]

9. Avraamidou, S.; Pistikopoulos, E. N Adjustable Robust Optimization through multi-parametric programming. Optimization Letters SI: In Memory of Professor Christodoulos A. Floudas, 2020, 14(4), 873-887. [Link]

2019

8. Nie, Y.; Avraamidou, S.; Lie, J.; Zeng, Y.; Xiao, X.; Pistikopoulos, E.N. A Food-Energy-Water Nexus approach for land use optimization, Science of the Total Environment, 2019, 659, 7-19. [Link]

7. Avraamidou, S.; Pistikopoulos, E.N. B-POP: Bi-level Parametric Optimization Toolbox. Computers & Chemical Engineering SI: ESCAPE 27, 2019, 122,193-202. [Link]

6. Avraamidou, S.; Pistikopoulos, E.N. A Multi-Parametric global optimization approach for bilevel mixed-integer linear and quadratic programming problems. Computers & Chemical Engineering, 2019, 125, 98-113. [Link]

2017

5. Avraamidou, S.; Pistikopoulos, E.N. Multi-parametric global optimization approaches for tri-level mixed-integer linear optimization problems. Journal of Global Optimization SI: Global Optimization Conference 2017, 2019, 74 (3), 443-465. [Link]

4. Oberdieck, R.; Diangelakis, N. A.; Avraamidou, S.; Pistikopoulos, E.N. On unbounded and binary parameters in multi-parametric programming: Applications to mixed-integer bilevel optimization and duality theory. Journal of Global Optimization, 2017, 69 (3), 587-606. [Link]

2016

3. Oberdieck, R.; Diangelakis, N. A.; Nascu, I.; Papathanasiou, M. M.; Sun, M.; Avraamidou, S.; Pistikopoulos, E.N. On multi-parametric programming and its applications in process systems engineering. Chemical Engineering Research and Design, 2016, 116, 61-82. [Link]

2. Diangelakis, N. A.; Avraamidou, S.; Pistikopoulos, E.N. Decentralized Multiparametric Model Predictive Control for Domestic Combined Heat and Power Systems. Industrial & Engineering Chemistry Research, 2016, 55 (12), 3313-3326. [Link]

1. Papathanasiou, M. M.; Avraamidou, S.; Steinebach, F.; Oberdieck, R.; Mueller-Spaeth, T.; Morbidelli, M.; Mantalaris, A.; Pistikopoulos, E.N. Advanced Control Strategies for the Multicolumn Countercurrent Solvent Gradient Purification Process (MCSGP). AIChE Journal, 2016, 62 (7), 2341-2357. [Link]

2022

6. Pistikopoulos, E. N.; Avraamidou, S. Diangelakis, N., Pappas, I., Kenefake, D. “Multi-parametric mixed-integer linear and quadratic programming, including multi-parametric quadratically constrained quadratic programming”. [Under Review]

5. Pistikopoulos, E. N.; Avraamidou, S. Diangelakis, N., Pappas, I., Kenefake, D. “Multi-parametric linear and quadratic programming”. [Under Review]

4. Pistikopoulos, E. N.; Avraamidou, S. Diangelakis, N., Pappas, I., Kenefake, D. “Continuous and mixed-integer linear and quadratic multilevel optimization through multi-parametric programming”. [Under Review]

3. Pistikopoulos, E. N.; Avraamidou, S. Diangelakis, N., Pappas, I., Kenefake, D. “Multi-parametric nonlinear programming”. [Under Review]

2020

2. Ogumerem, G. S.; Avraamidou, S.; Pistikopoulos, E.N. Chapter 9 – Computational framework for smart manufacturing via parametric optimization and control (PAROC), Soroush, M., Baldea, M., Edgar, T. F.; Smart Manufacturing, Elsevier, 2020; pp 245-259. [Link]

2019

1. Avraamidou, S.; Pistikopoulos, E.N. A global optimization algorithm for the solution of tri-level mixed-integer quadratic programming problems. In Optimization of Complex Systems: Theory, Models, Algorithms and Applications. WCGO 2019; Le Thi, H., Le, H., Pham Dinh, T., Eds.; Advances in Intelligent Systems and Computing, Vol. 991; Springer, Cham, 2019; pp 579-588. [Link]

2024

34. Vergara-Zambrano, J.; Avraamidou, S. An optimization-based framework for wind farm layout design considering multi-directional wake effect. FOCAPD 2024.

33. Munoz-Briones, P.; Munguia-Lopez, A.C.; Aguirre-Villegas, H.; Huber, G.W; Zavala, V.; Avraamidou, S. Optimal Design of Food Packaging Considering Waste Management Technologies to Achieve Circular Economy. FOCAPD 2024.

32. Nikkhah, H.; Charitopoulos, V.; Avraamidou, S.; Beykal B.B. Bilevel optimization of mixed-integer nonlinear integrated planning and scheduling problems using the DOMINO framework. Computer aided chemical engineering, 2024.

31. Martinez, K.; Munoz-Briones, P.; Avraamidou, S. From fossil fuel to green powertrains for vehicles: A circular economy assessment. Computer aided chemical engineering, 2024.

2023

30. Avraamidou, S.; Pistikopoulos, E.N. A global optimization algorithm for the solution of multi-level mixed-integer programming problems. 2023 World Congress on Global Optimization (WCGO 2023)

29. Byungjun, L.; Avraamidou, S. A Global Optimization Algorithm for the Solution of Mixed-Integer Quadratic Adjustable Robust Optimization Problems under Endogenous Uncertainty. ESCAPE-33 2023.

28. Chialdikas, E.; Munguia-Lopez, A.C.; Aguirre-Villegas, H.; Avraamidou, S. A framework for the evaluation of the circularity of plastic waste management systems: A case study on mechanical recycling of HDPE. Foundations of Computer Aided Process Operations / Chemical Process Control; 2023.

27. Torres, A.I.; Avraamidou, S. Circular Economy: Definitions, Challenges, and Opportunities. Foundations of Computer Aided Process Operations / Chemical Process Control; 2023.

2022

26. Di Martino, M.; Pappas, I.; Tran, A.; Allen, R. C.; Husfeld, R. R.; Eleff, S.; Moffatt, S. G.; Avraamidou, S.; Beykal, B.; Pistikopoulos, E. N. A Framework to Facilitate Decision Making for Infrastructure Options Analysis of Distribution and Utilities Systems in Chemical Production Plants. ESCAPE-32 2022.

25. Di Martino, M.; Namany, S; Avraamidou, S.; Al-Ansari, T.; Linke, P.; Pistikopoulos, E. N. Energy-Water Scheduling Decisions for Agricultural Scenario Planning. ESCAPE-32 2022.

24. Avraamidou, S.; Pappas, I.; Pistikopoulos, E. N.; Explicit Multi-Objective and Hierarchical Model Predictive Control. Proceedings of the 14th International Symposium on Process Systems Engineering (PSE 2021+); 2022.

23. Ganesh, H. S.; Avraamidou, S.; Pappas, I.; Pistikopoulos, E. N.; Explicit Model Predictive Control for a Highly Interacting System. Proceedings of the 7th IFAC International Symposium on Advances in Control and Optimization of Dynamical Systems (ACODS 2022); 2022.

2021

22. Allen, R.; Baratsas, S.; Kakodkar, R.; Avraamidou, S.; Powell, J. B.; Heuberger, C. F.; Demirhan, C. D.; Pistikopoulos, E.N.; An Optimization Framework for Solving Integrated Planning and Scheduling Problems for Dense Energy Carriers. Proceedings of the 11th IFAC International Symposium on Advanced Control of Chemical Processes (ADCHEM 2021); 2021. [Link]

21. Baratsas, S; Masoud, N.; Pappa, V. A.; Pistikopoulos, E.N.; Avraamidou, S.; Towards a Circular Economy Calculator for measuring the “Circularity” of companies, ESCAPE-31 2021, pp 1547-1552. [Link]

20. Baratsas, S; Pistikopoulos, E.N.; Avraamidou, S.; Circular Economy Systems Engineering: A case study on the Coffee supply chain, ESCAPE-31 2021, pp 1541-1546. [Link]

19. Beykal, B.; Avraamidou, S.; Pistikopoulos, E.N.; Bi-level Mixed-Integer Data-Driven Optimization of Integrated Planning and Scheduling Problems, ESCAPE-31 2021, pp 1707-1714. [Link]

2020

18. Katz, J.; Pappas, I.; Avraamidou, S.; Pistikopoulos, E.N.; The Integration of Explicit MPC and Deep Learning. 21st IFAC World Congress, 2020, pp 11350-11355. [Link]

17. Allen, R.; Avraamidou, S.; Pistikopoulos, E.N.; Production Scheduling of Supply Chains Comprised of Modular Production Units. 21st IFAC World Congress; 2020, pp 11452-11457. [Link]

16. Chen, Z.; Avraamidou, S.; Liu, P.; Pistikopoulos, E.N.; Optimal design of integrated urban energy system under uncertainty and sustainability requirements. 30th European Symposium on Computer-Aided Process Engineering (ESCAPE-30); 2020, pp 1423-1428. [Link]

15. Di Martino, M.; Avraamidou, S.; Cook, J.; Pistikopoulos, E.N.; Superstructure Optimization for the Design of a Desalination Plant to Tackle the Water Scarcity in Texas (USA). 30th European Symposium on Computer-Aided Process Engineering (ESCAPE-30); 2020, pp 763-768. [Link]

14. Katz, J.; Pappas, I.; Avraamidou, S.; Pistikopoulos, E.N.; Integrating Deep Learning and Explicit MPC for Advanced Process Control; 2020 American Control Conference (ACC 2020); 2020, pp 3559-3564. [Link]

2019

13. Avraamidou, S.; Pistikopoulos, E.N. A bi-level formulation and solution method for the integration of process design and scheduling. Foundations of Computer-Aided Process Design (FOCAPD 2019); 2019, 47, pp 17-22. [Link]

12. Allen, R.; Nie, Y.; Avraamidou, S.; Pistikopoulos, E.N.; Xiao, X. Infrastructure planning and operational scheduling for power generating systems: An energy-water nexus approach. Foundations of Computer-Aided Process Design (FOCAPD 2019); 2019, 47, pp 233-238. [Link]

11. Nie, Y.; Avraamidou, S.; Xiao, X.; Pistikopoulos, E.N., Li, J. Two-stage land use optimization for a Food-Energy-Water Nexus system: A case study in Texas Edwards region. Foundations of Computer-Aided Process Design (FOCAPD 2019); 2019, 47, pp 205-210. [Link]

10. Tian, Y.; Pappas, I. S.; Burnak, B.; Katz, J.; Avraamidou, S.; Diangelakis, N. A.; Pistikopoulos, E.N. Towards a systematic framework for the synthesis of operable process intensification systems – application to reactive distillation systems. 29th European Symposium on Computer-Aided Process Engineering (ESCAPE-29); 2019, 46, pp 73-78. [Link]

2018

9. Avraamidou, S.; Milhorn, A.; Sarwar, O.; Pistikopoulos, E.N. Towards a quantitative Food-Energy-Water Nexus metric to facilitate decision making in process systems: A case study on a dairy production plant. 28th European Symposium on Computer-Aided Process Engineering (ESCAPE-28); 2018, 43, pp 391-396. [Link]

8. Avraamidou, S.; Beykal, B; Pistikopoulos, I.; Pistikopoulos, E.N. A hierarchical Food-Energy-Water Nexus (FEW-N) Decision-making Approach for Land Use Optimization. Process Systems Engineering, PSE 2018, 44, pp 1885-1890. [Link]

7. Nie, Y.; Avraamidou, S.; Li, J.; Xiao, X.; Pistikopoulos, E.N. Land use modeling and optimization based on food-energy-water nexus: a case study on crop-livestock systems. Process Systems Engineering, PSE 2018, 44, pp 1939-1944. [Link]

6. Avraamidou, S.; Pistikopoulos, E.N.; A novel algorithm for the global solution of mixed-integer bi-level multi-follower problems – Application on the problem of Planning and Scheduling integration. European Control Conference, ECC 2018, pp 1056-1061. [Link]

2017

5. Pistikopoulos, E.N.; Avraamidou, S.; Multi-parametric programming based algorithms for the global solution of bi-level mixed-integer linear and quadratic programming problems. 27th European Symposium on Computer-Aided Process Engineering (ESCAPE-27); 2017, 40, pp 2125-2130. [Link]

4. Avraamidou, S.; Pistikopoulos, E.N. A multi-parametric bi-level optimization strategy for hierarchical model predictive control. 27th European Symposium on Computer-Aided Process Engineering (ESCAPE-27); 2017, 40, pp 1591-1596. [Link]

3. Avraamidou, S.; Pistikopoulos, E.N. A Multiparametric Mixed-Integer Bi-Level Optimization Strategy for Supply Chain Planning under Demand Uncertainty. The 20th World Congress of the International Federation of Automatic Control; 2017, 50 (1), pp 10178-10183. [Link]

2. Avraamidou, S.; Diangelakis, N. A.; Pistikopoulos, E.N. Mixed Integer Bilevel Optimization through Multi-parametric Programming. Foundations of Computer Aided Process Operations / Chemical Process Control; 2017. [Link]

2016

1. Papathanasiou, M. M.; Oberdieck, R.; Avraamidou, S.; Nascu, I.; Mantalaris, A.; Pistikopoulos, E.N. Development of advanced control strategies for periodic systems: An application to chromatographic separation processes. American Control Conference (ACC); 2016; pp 4175-4180. [Link]

  1. Avraamidou, S.; Pistikopoulos, E.N.; Multi-level Mixed-Integer Optimization – A Parametric Programming Approach. De Gruyter, 2022.[Link]