Ioannis Konstantelos

Imperial College London — United Kingdom

Engineering · Physical Sciences

26h-index2.1kcitations60works16.22yr avg
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Research Topics

Smart Grid Energy Management(26), Electric Power System Optimization(24), Optimal Power Flow Distribution(13), Power System Reliability and Maintenance(13), Power System Optimization and Stability(8)

Publications60 total

The impact of electrolyser allocation on Great Britain's electricity transmission system in 2050
International Journal of Hydrogen Energy·2025· 6 citedOpen Access
A stochastic optimization model for network expansion planning under exogenous and endogenous uncertainty
Electric Power Systems Research·2025· 22 citedOpen Access
Optimal supply chain design using machine learning, risk assessment and optimisation applied to coal distribution
EURO Journal on Decision Processes·2025· 6 citedOpen Access
Option value, investment costs and deployment levels of smart grid technologies
Sustainable Energy Research·2024· 22 citedOpen Access
Investments in Electricity Distribution Grids: Strategic versus Incremental Planning
Energies·2024· 25 citedOpen Access
Modelling Smart Grid Technologies in Optimisation Problems for Electricity Grids
Energies·2023· 59 citedOpen Access
A Machine Learning Approach for Generating and Evaluating Forecasts on the Environmental Impact of the Buildings Sector
Energies·2023· 35 citedOpen Access
Fab-Wide Scheduling of Semiconductor Plants: A Large-Scale Industrial Deployment Case Study
2022 Winter Simulation Conference (WSC)·2022· 1 cited
Energy-Storage Modeling: State-of-the-Art and Future Research Directions
IEEE Transactions on Power Systems·2021· 116 citedOpen Access
Dynamic modelling of consumers’ inconvenience associated with demand flexibility potentials
Sustainable Energy Grids and Networks·2020· 12 citedOpen Access
A Deep Learning-Based Feature Extraction Framework for System Security Assessment
IEEE Transactions on Smart Grid·2019· 143 cited
Optimized Operation Rules for Imbalanced Classes
2019· 1 cited
Data-driven Power System Operation: Exploring the Balance between Cost and Risk
2019· 4 cited
A Planning Model for a Hybrid AC–DC Microgrid Using a Novel GA/AC OPF Algorithm
IEEE Transactions on Power Systems·2019· 91 cited
Investment Model for Cost-effective Integration of Solar PV Capacity under Uncertainty using a Portfolio of Energy Storage and Soft Open Points
2019· 20 cited
Operational Optimization of a Microgrid with Differential Algebraic Constraints
2019· 1 cited
From Optimization-Based Machine Learning to Interpretable Security Rules for Operation
IEEE Transactions on Power Systems·2019· 98 cited
An AC OPF with voltage – frequency coupling constraints for addressing operational challenges of AC/DC microgrids
Energy Procedia·2019· 1 citedOpen Access
Impact of Uncertainties on Resilient Operation of Microgrids: A Data-Driven Approach
IEEE Access·2019· 65 citedOpen Access
Optimized Operation Rules for Imbalanced Classes
IEEE Conference Proceedings·2019
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Frequent Co-authors

Goran Štrbac(45), Spyros Giannelos(16), Mingyang Sun(8), Danny Pudjianto(7), Rodrigo Moreno(5), Simon H. Tindemans(5), Dimitrios Papadaskalopoulos(5), Marko Aunedi(4), Anastasios Oulis Rousis(3), Geoffroy Jamgotchian(3), Stefan Borozan(3), Yujian Ye(3), Jochen Cremer(2), Fei Teng(2), Adriana Laguna(2), Panagiotis Papadopoulos(2), Philippe Duchesne(2), Stijn Cole(2), Christian Merckx(2), Patrick Panciatici(2)