Erdal Aydin

15 papers Journal 14Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Variable-horizon economic MPC for cyclic industrial air dryers using hybrid models and state estimation. Comput. Chem. Eng. Sida Chai, Ece Serenat Koksal, Xiangyin Kong, Winston S. K. Tang, Erdal Aydin, Mehmet Mercangöz
2025	J	`jnl`	A two-stage stochastic MINLP model to design and operate a multi-energy microgrid by addressing carbon emission regulatory policies uncertainty. Comput. Chem. Eng. Handan Akulker, Burak Alakent, Erdal Aydin
2025	—	`conf`	Machine Learning-Based Predictive Modeling of Conversion in an Industrial Visbreaker Unit. ECC Melike Duvanoglu, Sena Kurban, Gizem Kusoglu Kaya, Erdal Aydin
2024	J	`jnl`	A Hybrid Approach of Transfer Learning and Physics-Informed Modeling: Improving Dissolved Oxygen Concentration Prediction in an Industrial Wastewater Treatment Plant. CoRR Ece Serenat Koksal, Erdal Aydin
2024	J	`jnl`	Equipment Selection for Coupling a Microgrid with a Power-to-Gas System in the Context of Optimal Design and Operation. Comput. Chem. Eng. Handan Akulker, Erdal Aydin
2024	J	`jnl`	Physics-informed and data-driven modeling of an industrial wastewater treatment plant with actual validation. Comput. Chem. Eng. Ece Serenat Koksal, Tuse Asrav, Elif Ecem Esenboga, Ahmet Cosgun, Gizem Kusoglu, Erdal Aydin
2023	J	`jnl`	Physics Informed Piecewise Linear Neural Networks for Process Optimization. Comput. Chem. Eng. Ece Serenat Koksal, Erdal Aydin
2023	J	`jnl`	Physics Informed Piecewise Linear Neural Networks for Process Optimization. CoRR Ece Serenat Koksal, Erdal Aydin
2023	J	`jnl`	Physics-informed recurrent neural networks and hyper-parameter optimization for dynamic process systems. Comput. Chem. Eng. Tuse Asrav, Erdal Aydin
2022	J	`jnl`	Optimal artificial neural network architecture design for modeling an industrial ethylene oxide plant. Comput. Chem. Eng. Hasan Sildir, Sahin Sarrafi, Erdal Aydin
2020	J	`jnl`	Design of Feedforward Neural Networks in the Classification of Hyperspectral Imagery Using Superstructural Optimization. Remote. Sens. Hasan Sildir, Erdal Aydin, Taskin Kavzoglu
2018	J	`jnl`	NMPC using Pontryagin's Minimum Principle-Application to a two-phase semi-batch hydroformylation reactor under uncertainty. Comput. Chem. Eng. Erdal Aydin, Dominique Bonvin, Kai Sundmacher
2017	J	`jnl`	Dynamic optimization of constrained semi-batch processes using Pontryagin's minimum principle - An effective quasi-Newton approach. Comput. Chem. Eng. Erdal Aydin, Dominique Bonvin, Kai Sundmacher
2016	J	`jnl`	Plant-wide optimization and control of an industrial diesel hydro-processing plant. Comput. Chem. Eng. Erdal Aydin, Yaman Arkun, Gamze Is, Mustafa Mutlu, Mine Dikbas
2015	J	`jnl`	Dynamic modeling of an industrial diesel hydroprocessing plant by the method of continuous lumping. Comput. Chem. Eng. Erdal Aydin, Ayse D. Celebi, Hasan Sildir, Yaman Arkun, Ummuhan Canan, Gamze Is, Murat Erdogan