Distributed learning and optimization in networked Cyber-Physical systems

Connecting Distributed Pockets of Energy Flexibility through Federated Computations: Limitations and Possibilities
J Mohammadi, J Thornburg
Accepted for presentation, IEEE International Conference on Machine Learning And Applications (ICMLA), 2020

CarnegiePLUG: Prosumer-in-the-Loop simUlation Grid
J Kim, C Goodman, J Mohammadi
Accepted for presentation, IEEE 6th World Forum on The Internet of Things, 2020

Leveraging Decentralized Artificial Intelligence to Enhance Resilience of Energy Networks
A Imteaj, MH Amini, J Mohammadi
Accepted for presentation, IEEE PES General Meeting, 2020

Collaborative Learning Through Shared Collective Knowledge and Local Expertise
J Mohammadi, S Kolouri
IEEE 29th International Workshop on Machine Learning for Signal Processing (MLSP), 2019

Agent-based distributed security constrained optimal power flow
J Mohammadi, G Hug, S Kar
IEEE Transactions on Smart Grid, 2018

Distributed State Estimation and Energy Management in Smart Grids: A Consensus+Innovations Approach
S Kar, G Hug, J Mohammadi, J Moura
IEEE Journal of Selected Topics in Signal Processing, 2014

Power Grid modernization and large scale Optimization

A Survey of Recent Developments and Requirements for Modern Power System Control
P Moutis, H Amini, IA Khan, G He, J Mohammadi, S Kar, J Whitacre
Pathways to a Smarter Power System, 2019

Fully distributed corrective security constrained optimal power flow
J Mohammadi, S Kar, G Hug
IEEE PowerTech Conference, Manchester, UK, 2017

Toward distributed/decentralized DC optimal power flow implementation in future electric power systems
A Kargarian, J Mohammadi, J Guo, S Chakrabarti, M Barati, G Hug, S Kar, R Baldick
IEEE Transactions on Smart Grid, 2017

A Multi-Time Scale Co-Optimization Method for Sizing of Energy Storage and Fast-Ramping Generation
A Kargarian, G Hug, J Mohammadi
IEEE Transactions on Sustainable Energy, 2016

Multilevel distributed approach for DC optimal power flow
J Mohammadi, J Zhang, S Kar, G Hug, J Moura
IEEE Signal and Information Processing (GlobalSIP), Orlando, FL, 2015

Fully distributed DC-OPF approach for power flow control
J Mohammadi, G Hug, S Kar
IEEE Power & Energy Society General Meeting (PES), Denver, CO, 2015

Asynchronous distributed approach for DC Optimal Power Flow
J Mohammadi, G Hug, S Kar
IEEE PowerTech Conference, Eindhoven, Netherlands, 2015

Role of communication on the convergence rate of fully distributed DC optimal power flow
J Mohammadi, G Hug, S Kar
IEEE Smart Grid Communications (SmartGridComm), Venice, Italy, 2014

A benders decomposition approach to corrective security constrained OPF with power flow control devices
J Mohammadi, G Hug, S Kar
IEEE Power and Energy Society General Meeting (PES), Vancouver, Canada, 2013

On the behavior of responsive loads in the presence of DFACTS devices
J Mohammadi, G Hug, S Kar
IEEE North American Power Symposium (NAPS), Champaign, IL, 2012

Aggregated wind power and flexible load offering strategy
J Mohammadi, A Rahimi-Kian, M.S Ghazizadeh
IET renewable power generation journal, 2011

Effects of energy subsidies removal on distributed generation investment in Iran
M Mosadeghi, J Mohammadi, A Rahimi-Kian
Environment and Electrical Engineering (EEEIC), Rome, Italy, 2011

Impacts of load reduction offers on load profile
J Mohammadi, M Mosadeghi, A Rahimi-Kian, MS Ghazizadeh
Environment and Electrical Engineering (EEEIC), Rome, Italy, 2011

Joint operation of wind power and flexible load as virtual power plant
J Mohammadi, A Rahimi-Kian, MS Ghazizadeh
Environment and Electrical Engineering (EEEIC), Rome, Italy, 2011

Demand bidding/buyback modeling and its impact on market clearing price
J Saebi, H Taheri, J Mohammadi, SS Nayer
IEEE Energy Conference and Exhibition (EnergyCon), Manama, Bahrain, 2010

Using responsive loads as a tool for congestion management and system loss reduction
J Mohammadi, H Ghasemi, J Saebi, M.K Sheikh-el-Eslami
IEEE Energy Conference and Exhibition (EnergyCon), Manama, Bahrain, 2010

Interdependent transportation and electric networks

Management of Electric Vehicles as Flexibility Resource for Optimized Integration of Renewable Energy with Large Buildings
P Moura, G Yu, J Mohammadi
Accepted for presentation, IEEE ISGT Europe, 2020

Linking Parking and Electricity Values toUnlock Potentials of Electric Vehiclesin Portuguese Buildings
P Moura, G Yu, S Sarkar, J Mohammadi
Accepted for presentation, IEEE PES General Meeting, 2020

Distributed Intelligent Algorithm for Interdependent Electrified Transportation and Power Networks
M H Amini, J Mohammadi, S Kar
Proceedings of the 9th ACM Symposium on Design and Analysis of Intelligent Vehicular Networks and Applications, 2019

Distributed Holistic Framework for Smart City Infrastructures: Tale of Interdependent Electrified Transportation Network and Power Grid
M H Amini, J Mohammadi, S Kar
IEEE Access, 2019

A fully distributed cooperative charging approach for plug-in electric vehicles
J Mohammadi, G Hug, S Kar
IEEE Transactions on Smart Grid, 2018

Distributed cooperative charging for plug-in electric vehicles: A consensus+ innovations approach
J Mohammadi, S Kar, G Hug
IEEE Signal and Information Processing (GlobalSIP), Washington, DC, 2016

A Fully Distributed Approach for Plug-in Electric Vehicle Charging
J Mohammadi, M Gonzalez Vaya, S Kar, G Hug
Power Systems Computation Conference (PSCC), Genoa, Italy, 2016