Mehmet Mercangöz

Centre for Process Innovation — United Kingdom

Engineering · Physical Sciences

20h-index1.7kcitations88works3.62yr avg
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Research Topics

Advanced Control Systems Optimization(41), Fault Detection and Control Systems(28), Refrigeration and Air Conditioning Technologies(21), Advanced Multi-Objective Optimization Algorithms(10), Turbomachinery Performance and Optimization(10)

Publications88 total

Safe deployment of offline reinforcement learning via input convex action correction
Computers & Chemical Engineering·2025Open Access
HOFLON: Hybrid Offline Learning and Online Optimization for Process Start-Up and Grade-Transition Control
arXiv (Cornell University)·2025Open Access
Leveraging LLM Agents and Digital Twins for Fault Handling in Process Plants
2025· 1 cited
PC-Gym: Benchmark environments for process control problems
Computers & Chemical Engineering·2025· 1 cited
Transforming the Process Industries through Electrification: Challenges and Opportunities
Industrial & Engineering Chemistry Research·2025· 6 cited
Autonomous Control Leveraging LLMs: An Agentic Framework for Next-Generation Industrial Automation
arXiv (Cornell University)·2025Open Access
Design of Multi-Level Pumped Thermal Energy Storage Systems For Coupled Industrial Heat Supply
2025Open Access
Leveraging LLM Agents and Digital Twins for Fault Handling in Process Plants
arXiv (Cornell University)·2025Open Access
State estimation for industrial desiccant air dryers using hybrid mechanistic and machine learning models
Computers in Industry·2025· 4 cited
Control-Informed Reinforcement Learning for Chemical Processes
Industrial & Engineering Chemistry Research·2025· 20 citedOpen Access
From automated to autonomous process operations
Computers & Chemical Engineering·2025· 11 citedOpen Access
Comparative Study of Machine Learning and System Identification for Process Systems Engineering Dynamics
Industrial & Engineering Chemistry Research·2025· 5 citedOpen Access
Optimization-based state-of-charge management strategies for supercritical CO2 Brayton cycle pumped thermal energy storage systems
Journal of Energy Storage·2025· 11 citedOpen Access
Predictive Modelling of Desiccant Drying Processes Using Multi-Feature k-Nearest Neighbours Algorithm
IFAC-PapersOnLine·2025Open Access
Autonomous Industrial Control using an Agentic Framework with Large Language Models
IFAC-PapersOnLine·2025· 4 citedOpen Access
Design and Evaluation of a Multitubular Catalytic Membrane Reactor for Onboard Ammonia Cracking in Commercial Aviation
ASME Open Journal of Engineering·2025Open Access
Optimizing Parallel Gas Compressor Operations Under Flow Disturbances
IFAC-PapersOnLine·2025Open Access
ARRTOC: Adversarially Robust Real-Time Optimization and Control
Computers & Chemical Engineering·2024· 3 citedOpen Access
Autonomous Industrial Control using an Agentic Framework with Large Language Models
arXiv (Cornell University)·2024· 1 citedOpen Access
PC-Gym: Benchmark Environments For Process Control Problems
arXiv (Cornell University)·2024· 2 citedOpen Access
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Frequent Co-authors

Andrea Cortinovis(15), Ehecatl Antonio del Rio‐Chanona(8), Akhil Ahmed(6), Marta Zagórowska(5), Francis J. Doyle(4), Matteo Morandin(4), François Maréchal(3), F. Buchter(3), Luis F. Domínguez(3), Hans Joachim Ferreau(3), Predrag Milosavljevic(3), Timm Faulwasser(3), Dominique Bonvin(3), Diego Pareschi(3), S. Bittanti(3), Thomas Besselmann(3), Sture Van de moortel(3), Erling Lunde(3), Tor Olav Stava(3), Buse Sibel Korkmaz(3)