PePTM: An Efficient and Accurate Personalized P2P Learning Algorithm for Home Thermal Modeling
Boubouh, Karim, Basmadjian, Robert, Ardakanian, Omid, Maurer, Alexandre, Guerraoui, Rachid
Published in Energies (Basel) (01.09.2023)
Published in Energies (Basel) (01.09.2023)
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Journal Article
Addressing data inadequacy challenges in personal comfort models by combining pretrained comfort models
Zhang, Tianyu, Gu, Jake, Ardakanian, Omid, Kim, Joyce
Published in Energy and buildings (01.06.2022)
Published in Energy and buildings (01.06.2022)
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Journal Article
Bayesian Learning-Based Harmonic State Estimation in Distribution Systems With Smart Meter and DPMU Data
Zhou, Wei, Ardakanian, Omid, Zhang, Hai-Tao, Yuan, Ye
Published in IEEE transactions on smart grid (01.01.2020)
Published in IEEE transactions on smart grid (01.01.2020)
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Journal Article
A Robust and Privacy-Aware Federated Learning Framework for Non-Intrusive Load Monitoring
Agarwal, Vidushi, Ardakanian, Omid, Pal, Sujata
Published in IEEE transactions on sustainable computing (01.09.2024)
Published in IEEE transactions on sustainable computing (01.09.2024)
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Journal Article
Mitigating an adoption barrier of reinforcement learning-based control strategies in buildings
Krishna G.S., Aakash, Zhang, Tianyu, Ardakanian, Omid, Taylor, Matthew E.
Published in Energy and buildings (15.04.2023)
Published in Energy and buildings (15.04.2023)
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Journal Article
Adaptive Congestion Control for Electric Vehicle Charging in the Smart Grid
Zishan, Abdullah Al, Haji, Moosa Moghimi, Ardakanian, Omid
Published in IEEE transactions on smart grid (01.05.2021)
Published in IEEE transactions on smart grid (01.05.2021)
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Journal Article
Robust Sizing of Solar-Powered Charging Station with Co-located Energy Storage
Rouhani, Mohammadhadi, Ardakanian, Omid, Musilek, Petr
Published in 2022 IEEE Power & Energy Society General Meeting (PESGM) (17.07.2022)
Published in 2022 IEEE Power & Energy Society General Meeting (PESGM) (17.07.2022)
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Conference Proceeding
On Identification of Distribution Grids
Ardakanian, Omid, Wong, Vincent W. S., Dobbe, Roel, Low, Steven H., von Meier, Alexandra, Tomlin, Claire J., Yuan, Ye
Published in IEEE transactions on control of network systems (01.09.2019)
Published in IEEE transactions on control of network systems (01.09.2019)
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Journal Article
Flexible, decentralised access control for smart buildings with smart contracts
Bindra, Leepakshi, Eng, Kalvin, Ardakanian, Omid, Stroulia, Eleni
Published in Cyber-physical systems (02.10.2022)
Published in Cyber-physical systems (02.10.2022)
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Journal Article
Inverse Power Flow Problem
Yuan, Ye, Low, Steven H., Ardakanian, Omid, Tomlin, Claire J.
Published in IEEE transactions on control of network systems (01.03.2023)
Published in IEEE transactions on control of network systems (01.03.2023)
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Journal Article