Javad Mohammadi

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 41

Top Topics

Renewable Energy

Fully Distributed

Top Venues

IEEE Trans. Smart Grid

Publications

Meiyi Li, Javad Mohammadi
Towards Reliable Neural Optimizers: A Permutation Equivariant Neural Approximation for Information Processing Applications. CoRR (2024)
Xinran Liu, Yuzhe Lu, Ali Abbasi, Meiyi Li, Javad Mohammadi, Soheil Kolouri
Teaching Networks to Solve Optimization Problems. IEEE Access 12 (2024)
Nora Agah, Javad Mohammadi, Alex Aved, David Ferris, Erika Ardiles-Cruz, Philip Morrone
Data Poisoning: An Overlooked Threat to Power Grid Resilience. CoRR (2024)
Kingsley Nweye, Kathryn Kaspar, Giacomo Buscemi, Tiago Fonseca, Giuseppe Pinto, Dipanjan Ghose, Satvik Duddukuru, Pavani Pratapa, Han Li, Javad Mohammadi, Luis Lino Ferreira, Tianzhen Hong, Mohamed Ouf, Alfonso Capozzoli, Zoltán Nagy
CityLearn v2: Energy-flexible, resilient, occupant-centric, and carbon-aware management of grid-interactive communities. CoRR (2024)
Yuhan Du, Nuno Mendes, Simin Rasouli, Javad Mohammadi, Pedro Moura
Federated Learning Assisted Distributed Energy Optimization. CoRR (2023)
Nuno Mendes, Pedro Moura, Jérôme Mendes, Carlos Henggeler Antunes, Javad Mohammadi
Federated Learning Optimization for Energy Communities in Smart Cities. ISC2 (2023)
Kelsey Nelson, Javad Mohammadi, Yu Chen, Erik Blasch, Alex Aved, David Ferris, Erika Ardiles-Cruz, Philip Morrone
Electric Vehicle Aggregation Review: Benefits and Vulnerabilities of Managing a Growing EV Fleet. CoRR (2023)
Meiyi Li, Soheil Kolouri, Javad Mohammadi
Learning to Solve Optimization Problems With Hard Linear Constraints. IEEE Access 11 (2023)
Meiyi Li, Javad Mohammadi
Machine Learning Infused Distributed Optimization for Coordinating Virtual Power Plant Assets. CoRR (2023)
Hussein Sharadga, Javad Mohammadi, Constance Crozier, Kyri Baker
Optimizing Multi-Timestep Security-Constrained Optimal Power Flow for Large Power Grids. CoRR (2023)
Meiyi Li, Javad Mohammadi
Toward Rapid, Optimal, and Feasible Power Dispatch through Generalized Neural Mapping. CoRR (2023)
Yuhan Du, Javad Mohammadi
Equitable Coordination in Multi-agent Power Systems: Impacts of Computation Granularity. CoRR (2023)
Nuno Mendes, Pedro Moura, Jérôme Mendes, Rodrigo Salles, Javad Mohammadi
Federated Learning Enabled Prediction of Energy Consumption in Transactive Energy Communities. ISGT-Europe (2022)
Xinran Liu, Yuzhe Lu, Ali Abbasi, Meiyi Li, Javad Mohammadi, Soheil Kolouri
Teaching Networks to Solve Optimization Problems. CoRR (2022)
Maureen S. Golan, Javad Mohammadi, Erika Ardiles-Cruz, David Ferris, Philip Morrone
Power Grid Resilience: Data Gaps for Data-Driven Disruption Analysis. DDDAS (2022)
Maureen S. Golan, Javad Mohammadi
Mapping Disruption Sources in the Power Grid and Implications for Resilience. CoRR (2022)
Meiyi Li, Soheil Kolouri, Javad Mohammadi
Learning to Solve Optimization Problems with Hard Linear Constraints. CoRR (2022)
Meiyi Li, Javad Mohammadi, Soummya Kar
A Fully Decentralized Tuning-free Inexact Projection Method for P2P Energy Trading. CoRR (2022)
Meiyi Li, Yuhan Du, Javad Mohammadi, Constance Crozier, Kyri Baker, Soummya Kar
Numerical Comparisons of Linear Power Flow Approximations: Optimality, Feasibility, and Computation Time. CoRR (2022)
Kelsey Nelson, Javad Mohammadi, Pedro Moura
EVs and ERCOT: Future Adoption Scenarios and Grid Implications. CoRR (2022)
Pedro Moura, Greta K. W. Yu, Javad Mohammadi
Multi-Objective Decision-Making for Transactive Interactions in Vehicle-to-Building Systems. ISGT-Europe (2021)
Pedro Moura, Uday Sriram, Javad Mohammadi
Transactive Community Microgrids to Share Energy Storage Resources in Portugal. CoRR (2020)
Pedro Moura, Greta K. W. Yu, Shubham Sarkar, Javad Mohammadi
Linking Parking and Electricity Values to Unlock Potentials of Electric Vehicles in Portuguese Buildings. CoRR (2020)
Fouad Hasan, Amin Kargarian, Javad Mohammadi
Hybrid Learning Aided Inactive Constraints Filtering Algorithm to Enhance AC OPF Solution Time. CoRR (2020)
Juye Kim, Carolyn Goodman, Javad Mohammadi
CarnegiePLUG: Prosumer-in-the-Loop simUlation Grid. CoRR (2020)
Juye Kim, Carolyn Goodman, Javad Mohammadi
CarnegiePLUG: Prosumer-in-the-Loop simUlation Grid. WF-IoT (2020)
Pedro Moura, Greta K. W. Yu, Javad Mohammadi
Management of Electric Vehicles as Flexibility Resource for Optimized Integration of Renewable Energy with Large Buildings. CoRR (2020)
Pedro Moura, Greta K. W. Yu, Javad Mohammadi
Management of Electric Vehicles as Flexibility Resource for Optimized Integration of Renewable Energy with Large Buildings. ISGT-Europe (2020)
Javad Mohammadi, Jesse Thornburg
Connecting Distributed Pockets of Energy Flexibility through Federated Computations: Limitations and Possibilities. ICMLA (2020)
Javad Mohammadi, Jesse Thornburg
Connecting Distributed Pockets of EnergyFlexibility through Federated Computations: Limitations and Possibilities. CoRR (2020)
Javad Mohammadi, Soheil Kolouri
Collaborative Learning Through Shared Collective Knowledge and Local Expertise. MLSP (2019)
M. Hadi Amini, Javad Mohammadi, Soummya Kar
Distributed Intelligent Algorithm for Interdependent Electrified Transportation and Power Networks. DIVANet (2019)
Ahmed Imteaj, M. Hadi Amini, Javad Mohammadi
Leveraging Decentralized Artificial Intelligence to Enhance Resilience of Energy Networks. CoRR (2019)
M. Hadi Amini, Javad Mohammadi, Soummya Kar
Distributed Holistic Framework for Smart City Infrastructures: Tale of Interdependent Electrified Transportation Network and Power Grid. IEEE Access 7 (2019)
Javad Mohammadi, Gabriela Hug, Soummya Kar
A Fully Distributed Cooperative Charging Approach for Plug-In Electric Vehicles. IEEE Trans. Smart Grid 9 (4) (2018)
M. Hadi Amini, Javad Mohammadi, Soummya Kar
Fully Distributed Cooperative Charging for Plug-in Electric Vehicles in Constrained Power Networks. CoRR (2018)
Amin Kargarian, Javad Mohammadi, Junyao Guo, Sambuddha Chakrabarti, Masoud Barati, Gabriela Hug, Soummya Kar, Ross Baldick
Toward Distributed/Decentralized DC Optimal Power Flow Implementation in Future Electric Power Systems. IEEE Trans. Smart Grid 9 (4) (2018)
Javad Mohammadi, Gabriela Hug, Soummya Kar
Agent-Based Distributed Security Constrained Optimal Power Flow. IEEE Trans. Smart Grid 9 (2) (2018)
Javad Mohammadi, Marina González Vayá, Soummya Kar, Gabriela Hug
A Fully Distributed Approach for Plug-in Electric Vehicle Charging. CoRR (2016)
Javad Mohammadi, Marina González Vayá, Soummya Kar, Gabriela Hug
A fully distributed approach for plug-in electric vehicle charging. PSCC (2016)
Javad Mohammadi, Soummya Kar, Gabriela Hug
Distributed cooperative charging for plug-in electric vehicles: A consensus+innovations approach. GlobalSIP (2016)
Javad Mohammadi, June Zhang, Soummya Kar, Gabriela Hug, José M. F. Moura
Multilevel distributed approach for DC Optimal Power Flow. GlobalSIP (2015)
Javad Mohammadi, Gabriela Hug, Soummya Kar
Role of communication on the convergence rate of fully distributed DC optimal power flow. SmartGridComm (2014)
Soummya Kar, Gabriela Hug, Javad Mohammadi, José M. F. Moura
Distributed State Estimation and Energy Management in Smart Grids: A Consensus+Innovations Approach. IEEE J. Sel. Top. Signal Process. 8 (6) (2014)