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Hossein Ameli

Imperial College London

South Kensington Campus

Exhibition Road

London, SW7 2AZ

United Kingdom

SCHOLARLY PAPERS

8

DOWNLOADS

261

TOTAL CITATIONS

0

Scholarly Papers (8)

A Novel Resilient FDIA-Aware Federated Learning Framework for Energy Community-Driven Smart Grids: A Transformer-Based Committee Consensus Mechanism

Number of pages: 32 Posted: 02 Oct 2025
affiliation not provided to SSRN, Imperial College London, Sultan Qaboos University and University of Vaasa
Downloads 41 (1,238,337)

Abstract:

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State estimation, Multi-energy Smart Grids, federated learning, Energy Communities, Resilience

A Novel Resilient FDIA-Aware Federated Learning Framework for Energy Community-Driven Smart Grids: A Transformer-Based Committee Consensus Mechanism

Number of pages: 37 Posted: 03 Dec 2025
affiliation not provided to SSRN, Imperial College London, Sultan Qaboos University and University of Vaasa
Downloads 36 (1,341,098)

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State Estimation, multi-energy smart grids, Federated learning, Energy Communities, resilience

A Novel Resilient FDIA-Aware Federated Learning Framework for Energy Community-Driven Smart Grids: A Transformer-Based Committee Consensus Mechanism

Number of pages: 44 Posted: 19 May 2026
affiliation not provided to SSRN, Imperial College London, Sultan Qaboos University and University of Vaasa
Downloads 11 (1,621,812)

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State Estimation, multi-energy smart grids, Federated Learning, Energy Communities, Resilience.

2.

Optimal Possibilistic-Robust Operation of Multi-Energy Microgrids Considering Inferstructures’ Hydrogen Storage Capability

Number of pages: 21 Posted: 22 Jun 2024
University of Vaasa, Imperial College London, Imperial College London, University of Vaasa and University of Vaasa
Downloads 62 (942,565)

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Electrolyzer, Hydrogen, Linepack, Microgrid, operation, Possibilistic-Robust Programming

3.

Role of Hydrogen in Supporting Decarbonization and Resilience in Integrated Gas and Electricity Systems

Number of pages: 25 Posted: 01 Jun 2024
Hossein Ameli, Danny Pudjianto and Goran Strbac
Imperial College London, Imperial College London and Imperial College London
Downloads 31 (1,304,549)

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Decarbonization, flexibility, hydrogen, optimization, resilience

Deep Learning-Based Flexible Intelligent Load Shedding with Data Augmentation in Electrical Energy Systems under Small Datasets and Changing Topologies

Number of pages: 28 Posted: 07 Apr 2026
Shahid Beheshti University, Shahid Beheshti University, Shahid Beheshti University, Imperial College London and Imperial College London
Downloads 13 (1,606,395)

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Emergency load shedding, transfer learning, active learning, graph transformer, small dataset, topology change.

Deep Learning-Based Flexible Intelligent Load Shedding with Data Augmentation in Electrical Energy Systems under Small Datasets and Changing Topologies

Number of pages: 28 Posted: 16 Apr 2026
Shahid Beheshti University, Shahid Beheshti University, Shahid Beheshti University, Imperial College London and Imperial College London
Downloads 12 (1,606,395)

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Emergency load shedding, transfer learning, active learning, graph transformer, small dataset, topology change.

5.

Multi-objective optimization model for multi-carrier energy system

Number of pages: 24 Posted: 17 Apr 2026
Shahid Beheshti University, Shahid Beheshti University, Imperial College London and Imperial College London
Downloads 19 (1,518,554)

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hybrid energy system, energy hub, optimal scheduling and operation, Hydrogen Storage

6.
Downloads 15 (1,526,714)

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Offshore electrolysers, hydrogen network, electricity transmission, linepack, whole-system optimisation

7.

Exploring the Role and Value of Reversible Solid Oxide Cells in Multi-Energy Applications

Number of pages: 14 Posted: 01 Apr 2026
Danny Pudjianto and Hossein Ameli
Imperial College London and Imperial College London
Downloads 12 (1,541,665)

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Reversible Solid Oxide Cells (rSOCs), hydrogen production and utilisation, multi‑vector energy systems optimisation, net‑zero energy transition

8.

System implications of offshore electrolysers on integrated electricity and hydrogen networks: whole-system evidence for Great Britain net-zero pathways

Number of pages: 32 Posted: 19 Jun 2026
Hossein Ameli and Goran Strbac
Imperial College London and Imperial College London
Downloads 9

Abstract:

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Offshore electrolysers, hydrogen network, electricity transmission, linepack, whole-system optimisation