Mehmet Mercangöz

Imperial College London

United Kingdom

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Articles (10)

Year:

2025

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2025

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2025

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2025

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2025

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2024

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2024

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2024

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2024

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2023

Collaborators (7)

Iiro Harjunkoski

Aalto University

FINLAND

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Chris J. Harris

University of Southampton

UNITED KINGDOM

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Po Yang

Senior Lecturer in Large-scale Data Fusion

University of Sheffield

UNITED KINGDOM

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Christos Maravelias

Professor

Princeton University

UNITED STATES

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Massimiliano Barolo

Professor

University of Padova

ITALY

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Yunpeng Zhu

Lecturer in Systems Engineering

Queen Mary University of London

UNITED KINGDOM

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Alexander Fay

Helmut Schmidt University

GERMANY

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Mehmet Mercangöz

Research Interests

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Articles (10)

Transforming the Process Industries through Electrification: Challenges and Opportunities

State estimation for industrial desiccant air dryers using hybrid mechanistic and machine learning models

From automated to autonomous process operations

ARRTOC: Adversarially Robust Real-Time Optimization and Control

Comparative Study of Machine Learning and System Identification for Process Systems Engineering Dynamics

Lifelong Learning Meets Dynamic Processes: An Emerging Streaming Process Prediction Framework With Delayed Process Output Measurement

Design and implementation of an Autonomous Systems Training Environment framework for control algorithm evaluation in autonomous plant operation

A self-supervised leak detection method for natural gas gathering pipelines considering unlabeled multi-class non-leak data

Transformer based day-ahead cooling load forecasting of hub airport air-conditioning systems with thermal energy storage

Linearizing nonlinear dynamics using deep learning

Collaborators (7)

Iiro Harjunkoski

Chris J. Harris

Po Yang

Christos Maravelias

Massimiliano Barolo

Yunpeng Zhu

Alexander Fay

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