Mehmet Mercangöz
Imperial College London
H-index: 25
Europe-United Kingdom
Top articles of Mehmet Mercangöz
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
A self-supervised leak detection method for natural gas gathering pipelines considering unlabeled multi-class non-leak data | Computers in Industry | Zhonglin Zuo Hao Zhang Zheng Li Li Ma Shan Liang | 2024/8/1 |
PI-CoF: A Bilevel Optimization Framework for Solving Active Learning Problems using Physics-Information | arXiv preprint arXiv:2402.13588 | Liqiu Dong Marta Zagorowska Tong Liu Alex Durkin Mehmet Mercangöz | 2024/2/21 |
Transformer Based Day-ahead Cooling Load Forecasting of Hub Airport Air-Conditioning Systems with Thermal Energy Storage | Energy and Buildings | Die Yu Tong Liu Kai Wang Kang Li Mehmet Mercangöz | 2024/2/21 |
Supervisory machine intelligence controls for production of meat substitutes | 2023/11/14 | ||
Linearizing nonlinear dynamics using deep learning | Computers & Chemical Engineering | Akhil Ahmed Ehecatl Antonio del Rio-Chanona Mehmet Mercangöz | 2023/2/1 |
Lifelong learning meets dynamic processes: an emerging streaming process prediction framework with delayed process output measurement | IEEE Transactions on Control Systems Technology | Tong Liu Sheng Chen Po Yang Yunpeng Zhu Mehmet Mercangöz | 2023/10/2 |
Online feedback optimization of compressor stations with model adaptation using Gaussian process regression | Journal of Process Control | Marta Zagorowska Maximilian Degner Lukas Ortmann Akhil Ahmed Saverio Bolognani | 2023/1/1 |
ARRTOC: Adversarially Robust Real-Time Optimization and Control | arXiv preprint arXiv:2309.04386 | Akhil Ahmed Ehecatl Antonio del Rio-Chanona Mehmet Mercangoz | 2023/9/8 |
Safe optimization of an industrial refrigeration process using an adaptive and explorative framework | IFAC-PapersOnLine | Buse Sibel Korkmaz Marta Zagórowska Mehmet Mercangöz | 2023/1/1 |
Adaptive Real-Time Exploration and Optimization of Safety-Critical Industrial Systems with Ensemble Learning | Buse Sibel Korkmaz Tong Liu Mehmet Mercangöz | 2023/7/18 | |
Tuning of Online Feedback Optimization for setpoint tracking in centrifugal compressors | arXiv preprint arXiv:2312.01996 | Marta Zagorowska Lukas Ortmann Alisa Rupenyan Mehmet Mercangoez Lars Imsland | 2023/12/4 |
Using prior knowledge to improve adaptive real time exploration and optimization | William J Tubbs Mehmet Mercangöz | 2023/7/18 | |
Machine learning in process systems engineering: Challenges and opportunities | Prodromos Daoutidis Jay H Lee Srinivas Rangarajan Leo Chiang Bhushan Gopaluni | 2023/11/22 | |
Semi-supervised Variational Autoencoders for Regression: Application to Soft Sensors | Yilin Zhuang Zhuobin Zhou Burak Alakent Mehmet Mercangöz | 2023/7/18 | |
Data driven modelling of centrifugal compressor maps for control and optimization applications | Buse Sibel Korkmaz Mehmet Mercangöz | 2022/7/12 | |
Predictions For A Process In An Industrial Plant | 2022/2/3 | ||
Learning Linear Representations of Nonlinear Dynamics Using Deep Learning | IFAC-PapersOnLine | Akhil Ahmed Ehecatl Antonio del Rio-Chanona Mehmet Mercangöz | 2022/1/1 |
Unmanned and autonomous systems: Future of automation in process and energy industries | IFAC-PapersOnLine | Francesco Borghesan Marta Zagorowska Mehmet Mercangöz | 2022/1/1 |
A hybrid data-driven and mechanistic model soft sensor for estimating CO2 concentrations for a carbon capture pilot plant | Computers in Industry | Yilin Zhuang Yixuan Liu Akhil Ahmed Zhengang Zhong Ehecatl A del Rio Chanona | 2022/12/1 |
Safe and adaptive decision-making for optimization of safety-critical systems: The ARTEO algorithm | arXiv preprint arXiv:2211.05495 | Buse Sibel Korkmaz Marta Zagórowska Mehmet Mercangöz | 2022/11/10 |
Co-Authors
