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ORCIDErdal Aydin
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2020 – today
- 2024
[j10]Handan Akulker
, Erdal Aydin:
Equipment Selection for Coupling a Microgrid with a Power-to-Gas System in the Context of Optimal Design and Operation. Comput. Chem. Eng. 181: 108512 (2024)- [j9]Ece Serenat Koksal, Tuse Asrav, Elif Ecem Esenboga, Ahmet Cosgun, Gizem Kusoglu, Erdal Aydin:
Physics-informed and data-driven modeling of an industrial wastewater treatment plant with actual validation. Comput. Chem. Eng. 189: 108801 (2024) - [i2]Ece Serenat Koksal, Erdal Aydin:
A Hybrid Approach of Transfer Learning and Physics-Informed Modeling: Improving Dissolved Oxygen Concentration Prediction in an Industrial Wastewater Treatment Plant. CoRR abs/2401.11217 (2024) - 2023
- [j8]Tuse Asrav, Erdal Aydin:
Physics-informed recurrent neural networks and hyper-parameter optimization for dynamic process systems. Comput. Chem. Eng. 173: 108195 (2023) - [j7]Ece Serenat Koksal, Erdal Aydin:
Physics Informed Piecewise Linear Neural Networks for Process Optimization. Comput. Chem. Eng. 174: 108244 (2023) - [i1]Ece Serenat Koksal, Erdal Aydin:
Physics Informed Piecewise Linear Neural Networks for Process Optimization. CoRR abs/2302.00990 (2023) - 2022
- [j6]Hasan Sildir, Sahin Sarrafi, Erdal Aydin:
Optimal artificial neural network architecture design for modeling an industrial ethylene oxide plant. Comput. Chem. Eng. 163: 107850 (2022) - 2020
- [j5]Hasan Sildir, Erdal Aydin, Taskin Kavzoglu:
Design of Feedforward Neural Networks in the Classification of Hyperspectral Imagery Using Superstructural Optimization. Remote. Sens. 12(6): 956 (2020)
2010 – 2019
- 2018
- [j4]Erdal Aydin, Dominique Bonvin, Kai Sundmacher:
NMPC using Pontryagin's Minimum Principle-Application to a two-phase semi-batch hydroformylation reactor under uncertainty. Comput. Chem. Eng. 108: 47-56 (2018) - 2017
- [j3]Erdal Aydin, Dominique Bonvin, Kai Sundmacher:
Dynamic optimization of constrained semi-batch processes using Pontryagin's minimum principle - An effective quasi-Newton approach. Comput. Chem. Eng. 99: 135-144 (2017) - 2016
- [j2]Erdal Aydin, Yaman Arkun, Gamze Is, Mustafa Mutlu, Mine Dikbas:
Plant-wide optimization and control of an industrial diesel hydro-processing plant. Comput. Chem. Eng. 87: 234-245 (2016) - 2015
- [j1]Erdal Aydin, Ayse D. Celebi, Hasan Sildir, Yaman Arkun, Ummuhan Canan, Gamze Is, Murat Erdogan:
Dynamic modeling of an industrial diesel hydroprocessing plant by the method of continuous lumping. Comput. Chem. Eng. 82: 44-54 (2015)
Coauthor Index
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