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Hongyu Zhang

Lecturer in optimisation for machine learning and AI

University of Southampton

United Kingdom

Research Interests

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Professors in United Kingdom Professors in Energy Engineering Energy Engineering professors in United Kingdom

Articles (8)

Year:

2025

Year:

2025

Year:

2025

Year:

2025

Year:

2024

Year:

2024

Year:

2024

Year:

2024

Collaborators (3)

Stian Backe

Adjunct Associate Professor

Norwegian University of Science and Technology

NORWAY

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Pedro Crespo Del Granado

Assoc. Prof

NTNU

NORWAY

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Ken McKinnon

Professor of Operational Research

University of Edinburgh

UNITED KINGDOM

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Hongyu Zhang

Research Interests

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Articles (8)

Quantum annealing applications, challenges and limitations for optimisation problems compared to classical solvers

Exploring European hydrogen demand variations under tactical uncertainty with seasonal hydrogen storage

Integrated investment, retrofit and abandonment energy system planning with multi-timescale uncertainty using stabilised adaptive Benders decomposition

Learning-based spatially-cascaded distributed coordination of shared transmission systems for renewable fuels and refined oil with quasi-optimality preservation under uncertainty

Decarbonizing the European energy system in the absence of Russian gas: Hydrogen uptake and carbon capture developments in the power, heat and industry sectors

Congestion management based on Power-to-Gas – opportunities and challenges in European electricity markets

Decomposition methods for multi-horizon stochastic programming

A stabilised Benders decomposition with adaptive oracles for large-scale stochastic programming with short-term and long-term uncertainty

Collaborators (3)

Stian Backe

Pedro Crespo Del Granado

Ken McKinnon

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