38 citations · 99 across the 12 of their papers we have counts for
13 papers
A Survey on Secure and Private Federated Learning Using Blockchain: Theory and Application in Resource-constrained Computing
Ervin Moore, Ahmed Imteaj, Shabnam Rezapour +1
Federated Learning (FL) has gained widespread popularity in recent years due to the fast booming of advanced machine learning and artificial intelligence along with emerging securi…
FedAR: Activity and Resource-Aware Federated Learning Model for Distributed Mobile Robots
Ahmed Imteaj, M. Hadi Amini
Smartphones, autonomous vehicles, and the Internet-of-things (IoT) devices are considered the primary data source for a distributed network. Due to a revolutionary breakthrough in…
Data-driven Inferences of Agency-level Risk and Response Communication on COVID-19 through Social Media based Interactions
Md Ashraf Ahmed, Arif Mohaimin Sadri, M. Hadi Amini
Risk and response communication of public agencies through social media played a significant role in the emergence and spread of novel Coronavirus (COVID-19) and such interactions…
Federated Learning for Resource-Constrained IoT Devices: Panoramas and State-of-the-art
Ahmed Imteaj, Urmish Thakker, Shiqiang Wang +2
Nowadays, devices are equipped with advanced sensors with higher processing/computing capabilities. Further, widespread Internet availability enables communication among sensing de…
Leveraging Decentralized Artificial Intelligence to Enhance Resilience of Energy Networks
Ahmed Imteaj, M. Hadi Amini, Javad Mohammadi
This paper reintroduces the notion of resilience in the context of recent issues originated from climate change triggered events including severe hurricanes and wildfires. A recent…
Sensor Placement for Outage Identifiability in Power Distribution Networks
Ananth Narayan Samudrala, M. Hadi Amini, Soummya Kar +1
Accurate topology information is critical for effective operation of power distribution networks. Line outages change the operational topology of a distribution network. Hence, out…
Optimal Sensor Placement for Topology Identification in Smart Power Grids
Ananth Narayan Samudrala, Hadi Amini M., Soummya Kar +1
Accurate network topology information is critical for secure operation of smart power distribution systems. Line outages can change the operational topology of a distribution netwo…
Fully Distributed Cooperative Charging for Plug-in Electric Vehicles in Constrained Power Networks
M. Hadi Amini, Javad Mohammadi, Soummya Kar
Plug-in Electric Vehicles (PEVs) play a pivotal role in transportation electrification. The flexible nature of PEVs' charging demand can be utilized for reducing charging cost as w…
A Decentralized Framework for Real-Time Energy Trading in Distribution Networks with Load and Generation Uncertainty
Shahab Bahrami, M. Hadi Amini
The proliferation of small-scale renewable generators and price-responsive loads makes it a challenge for distribution network operators (DNOs) to schedule the controllable loads o…
Centralized Load Shedding Based on Thermal Limit of Transmission Lines Against Cascading Events
Bakhtyar Hoseinzadeh, M. Hadi Amini, Claus Leth Bak
Load shedding is the last and most expensive control action against system collapse and blackout. Achievement of an efficient emergency control to stabilize the power system follow…
Sparsity-Based Error Detection in DC Power Flow State Estimation
M. Hadi Amini, Mostafa Rahmani, Kianoosh G. Boroojeni +3
This paper presents a new approach for identifying the measurement error in the DC power flow state estimation problem. The proposed algorithm exploits the singularity of the imped…
Distributed Security Constrained Economic Dispatch
M. Hadi Amini, R. Jaddivada, S. Mishra +1
In this paper, we investigate two decomposition methods for their convergence rate which are used to solve security constrained economic dispatch (SCED): 1) Lagrangian Relaxation (…
Optimal Two-Tier Forecasting Power Generation Model in Smart Grids
Kianoosh G. Boroojeni, Shekoufeh Mokhtari, M. H. Amini +1
There has been an increasing trend in the electric power system from a centralized generation-driven grid to a more reliable, environmental friendly, and customer-driven grid. One…