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Miadreza Shafie-khah

University of Vaasa

SCHOLARLY PAPERS

15

DOWNLOADS

701

TOTAL CITATIONS

11

Scholarly Papers (15)

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1.

An Advanced Hybrid Cnn-Lstm-Xgboost Model with Wavelet Transform and Attention Mechanism for Accurate Short-Term Electricity Price Forecasting

Number of pages: 19 Posted: 21 Jun 2025
Amir-Hossein Rahmani, Javad Salehi and Miadreza Shafie-khah
Azarbaijan Shahid Madani University, Azarbaijan Shahid Madani University Department of Electrical Engineering and University of Vaasa
Downloads 87 (803,225)

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Electricity price forecasting, Artificial neural networks, Wavelet transform, LSTM, CNN, Ensemble learning

2.

Adaptive Energy Trading Mechanism for Renewable Energy Providers in Local Energy Markets

Downloads 80 (809,932)

Adaptive Energy Trading Mechanism for Renewable Energy Providers in Local Energy Markets

Number of pages: 19 Posted: 23 Dec 2024
Homa Rashidizadeh-Kermani, Mostafa Vahedipour Dahraie, Miadreza Shafie-khah and Pierluigi Siano
University of Birjand, University of Birjand, University of Vaasa and - Department of Innovation System
Downloads 43 (1,170,161)

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Bi-level stochastic model, energy market, flexible contract, Peer-to-Peer Energy Trading, renewable energy provider

Adaptive Energy Trading Mechanism for Renewable Energy Providers in Local Energy Markets

Number of pages: 19 Posted: 06 Feb 2025
Homa Rashidizadeh-Kermani, Mostafa Vahedipour Dahraie, Miadreza Shafie-khah and Pierluigi Siano
University of Birjand, University of Birjand, University of Vaasa and - Department of Innovation System
Downloads 37 (1,267,060)

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Bi-level stochastic model, energy market, flexible contract, peer-to-peer energy trading, renewable energy provider

3.

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

Downloads 78 (823,616)

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
Mostafa Shabanian-Poodeh, Hossein Ameli, Reza Kia and Miadreza Shafie-khah
affiliation not provided to SSRN, Imperial College London, Sultan Qaboos University and University of Vaasa
Downloads 38 (1,238,337)

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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
Mostafa Shabanian-Poodeh, Hossein Ameli, Reza Kia and Miadreza Shafie-khah
affiliation not provided to SSRN, Imperial College London, Sultan Qaboos University and University of Vaasa
Downloads 32 (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
Mostafa Shabanian-Poodeh, Hossein Ameli, Reza Kia and Miadreza Shafie-khah
affiliation not provided to SSRN, Imperial College London, Sultan Qaboos University and University of Vaasa
Downloads 8 (1,621,812)

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

4.

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

Number of pages: 21 Posted: 22 Jun 2024
Vahid Shahbazbegian, Hossein Ameli, Goran Strbac, Hanu Laaksonen and Miadreza Shafie-khah
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

5.

Risk-Averse Frequency Regulation Strategy of Electric Vehicle Aggregator Considering Multiple Uncertainties

Number of pages: 20 Posted: 06 Nov 2024
Qi Wang, Chunyi Huang, Chengmin Wang, Kangping Li and Miadreza Shafie-khah
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and University of Vaasa
Downloads 61 (961,006)
Citation 2

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electric vehicle aggregator, frequency regulation, risk aversion, Energy Storage, capacity allocation, capacity reservation

6.

An Iterative Auction-Based Method for Multi Energy Trading in a Microgrid Considering Renewable Energy Uncertainties

Number of pages: 10 Posted: 28 Aug 2023
Mahan Ebrahimi, Mahoor Ebrahimi, Ali Fallah, Miadreza Shafie-khah and Hanu Laaksonen
Sharif University of Technology, University of Vaasa, Sharif University of Technology, University of Vaasa and University of Vaasa
Downloads 42 (1,157,785)

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Microgrid, Renewable energy, demand response, multi energy pricing

7.

Risk-Based Peer-to-Peer Energy Trading with Info-Gap Approach in the Presence of Electric Vehicles

Number of pages: 33 Posted: 24 May 2023
Sahar Seyyedeh-Barhagh, Mehdi Abapour, Behnam Mohammadi-Ivatloo and Miadreza Shafie-khah
University of Tabriz, University of Tabriz, University of Tabriz and University of Vaasa
Downloads 42 (1,157,785)
Citation 1

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- Peer to peer (P2P) trading, risk management, electric vehicle (EV), information gap decision theory (IGDT)

8.

Integrated Seasonal Demand Response for Ac-Opf with Precise and Innovative Modeling of Thermal Energy Storage and Optimal Ess Allocation

Number of pages: 24 Posted: 18 Feb 2025
Alireza Zarei, Navid Ghaffarzadeh, Farhad Shahnia, Miadreza Shafie-khah and Seyedali Mirjalili
Imam Khomeini International University, Imam Khomeini International University, Murdoch University, University of Vaasa and Torrens University
Downloads 38 (1,222,651)
Citation 1

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Ice thermal energy storage (ITES), AC optimal power flow (AC-OPF), Energy storage system (ESS), Demand Response (DR), HVAC aggregator, Mmulti-objective optimization (MOO)

9.

Flexible Energy Trading Mechanism for Renewable Energy Sharing Providers with Dynamic Pricing in Local Energy Markets

Number of pages: 18 Posted: 18 Oct 2024
Homa Rashidizadeh-Kermani, Mostafa Vahedipour Dahraie, Miadreza Shafie-khah and Pierluigi Siano
University of Birjand, University of Birjand, University of Vaasa and - Department of Innovation System
Downloads 38 (1,209,354)

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Bi-level stochastic model, energy market, flexible contract, peer-to-peer energy trading, renewable energy sharing provider (RESP).

10.

A Microgrid Formation-Based Restoration Model for Resilient Distribution Systems Using Distributed Energy Resources and Demand Response Programs

Number of pages: 45 Posted: 16 Mar 2022
Mohammad Amin Gilani, Reza Dashti, Mostafa Ghasemi, Mohammad Hassan Amirioun and Miadreza Shafie-khah
Iran University of Science and Technology, Iran University of Science and Technology, Iran University of Science and Technology, University of Isfahan and University of Vaasa
Downloads 36 (1,236,159)
Citation 6

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resilience, Distribution system restoration, Demand response programs, Distributed energy resources (DERs), Microgrids (MGs), Multi-objective optimization

11.

Enhancing Voltage Profile in Islanded Microgrids Through Hierarchical Control Strategies

Number of pages: 22 Posted: 04 Dec 2023
Sayed Hamid Hosseini Dolatabadi, Alireza Soleimani, Afshin Ebtia and Miadreza Shafie-khah
University of Texas at San Antonio, Sharif University of Technology, Concordia University and University of Vaasa
Downloads 35 (1,249,711)
Citation 1

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Islanded Microgrid, Tertiary Control, Hierarchical Microgrid Structure, Droop control, WAMS

12.

Renewable Integrated Energy Hubs Competition in Interconnected Local Electricity -Heat Market: A Bilevel Social Welfare-Based Approach Under Uncertainty

Number of pages: 44 Posted: 31 May 2025
Amir Moradi, Javad Salehi and Miadreza Shafie-khah
Azarbaijan Shahid Madani University, Azarbaijan Shahid Madani University Department of Electrical Engineering and University of Vaasa
Downloads 31 (1,318,317)

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Renewable integrated Energy hub, Bilevel optimization, electricity-heat market, Strategic bidding

13.

A Flexibility-Oriented Optimization Model for Enhancing Economic and Emission Sustainability in a Local Multi-Carrier Energy Community Considering Hydrogen Fuel Station and Power-to-Gas Unit

Number of pages: 30 Posted: 09 Nov 2023
Sobhan Dorahaki, Mojgan MollahassaniPour, Masoud Rashidi Nejad, Pierluigi Siano and Miadreza Shafie-khah
Shahid Bahonar University of Kerman, University of Sistan and Baluchestan, Shahid Bahonar University of Kerman, - Department of Innovation System and University of Vaasa
Downloads 31 (1,318,317)

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Local Multi-Carrier Energy Systems, Power-to-Gas, Hydrogen Fuel Station, Flexibility, Lexicographic

14.

Integrated Seasonal Demand Response for AC-OPF with Precise and Innovative Modeling of Thermal Energy Storage and Optimal ESS Allocation

Number of pages: 24 Posted: 07 May 2025
Alireza Zarei, Navid Ghaffarzadeh, Farhad Shahnia, Miadreza Shafie-khah and Seyedali Mirjalili
Department of Electrical Engineering, Imam Khomeini International University, Qazvin, Iran, Imam Khomeini International University, Murdoch University, University of Vaasa and Torrens University
Downloads 27 (1,359,097)

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Ice thermal energy storage (ITES), AC optimal power flow (AC-OPF), Energy storage system (ESS), Demand Response (DR), HVAC aggregator, Mmulti-objective optimization (MOO)

15.

Dual fuel-based Multi-Energy system for Australian renewable energy zones at country scale

Number of pages: 23 Posted: 04 Mar 2026
Abdul Haseeb Tariq, Uzma Amin, Miadreza Shafie-khah, Payman Dehghanian and Tomonobu Senjyu Senjyu
National University of Sciences & Technology (NUST), Curtin University, University of Vaasa, The George Washington University and University of the Ryukyus
Downloads 13 (1,518,554)

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