Publications

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Federated Learning Forecasting for Strengthening Grid Reliability and Enabling Markets for Resilience

Published in International Conference On Electricity Distribution (CIRED) USA Workshop, 2024

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Recommended citation: Pereira, P., Nair, V.J., Annaswamy, A.M., Dias, B., and Morais, H. (2024). Federated Learning Forecasting for Strengthening Grid Reliability and Enabling Markets for Resilience. International Conference On Electricity Distribution (CIRED) USA Workshop. https://arxiv.org/abs/2407.11571

Accurate federated learning with uncertainty quantification for distributed energy resource forecasting applied to smart grids planning and operation: the ALAMO vision

Published in International Conference On Electricity Distribution (CIRED) Vienna Workshop, 2024

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Recommended citation: Pereira, P., Nair, V.J., Annaswamy, A.M., Dias, B., and Morais, H. (2024). Accurate Federated Learning With Uncertainty Quantification For Distributed Energy Resource Forecasting Applied To Smart Grids Planning And Operation: The ALAMO Vision. International Conference On Electricity Distribution Vienna Workshop. https://www.alspereira.info/wp-content/uploads/2024/05/CIRED-2024.pdf

Resilience of the Electric Grid through Trustable IoT-Coordinated Assets

Published in Proceedings of the National Academy of Sciences (PNAS), submitted, under review, 2024

Recommended citation: Nair, V.J. et al. (2024). Resilience of the Electric Grid through Trustable IoT-Coordinated Assets. Submitted to PNAS.

Recommended citation: Nair, V.J. et al. (2024). Resilience of the Electric Grid through Trustable IoT-Coordinated Assets. Submitted to PNAS.

Circuit-aware distributed optimal voltage control for distribution grids

Published in MIT A+B Applied Energy Symposium (MITAB), 2024

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Recommended citation: Hartmann, L., Nair, V.J., and Annaswamy, A. M. (2024). Circuit-aware distributed optimal voltage control for distribution grids. MIT A+B Applied Energy Symposium (MITAB). https://github.com/vineetjnair9/vineetjnair9.github.io/blob/master/files/MITAB%202024_Abstract_V3.pdf

A game-theoretic, market-based approach to extract flexibility from distributed energy resources

Published in Submitted to 5th IFAC Workshop on Cyber-Physical Human Systems, 2024

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Recommended citation: Nair, V. J. and, Annaswamy, A. M. (2024). A game-theoretic, market-based approach to extract flexibility from distributed energy resources. http://arxiv.org/abs/2406.06844

Enhancing power grid resilience to cyber-physical attacks using distributed retail electricity markets

Published in 15th ACM/IEEE International Conference on Cyber-Physical Systems (ICCPS), 2024

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Recommended citation: Nair, V. J., Srivastava, P., and Annaswamy, A. (2024). Enhancing power grid resilience to cyber-physical attacks using distributed retail electricity markets. In IEEE/ACM International Conference on Cyber-Physical Systems (ICCPS). https://arxiv.org/abs/2311.05145

Local retail electricity markets for distribution grid services

Published in IEEE Conference on Control Technology and Applications (CCTA), 2023

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Recommended citation: Nair, V. J., and Annaswamy, A. (2023). Local retail electricity markets for distribution grid services. In IEEE Conference on Control Technology and Applications (CCTA) (pp. 32-39). IEEE. https://ieeexplore.ieee.org/abstract/document/10253334

Human Behavioral Models Using Utility Theory and Prospect Theory

Published in Cyber Physical Human Systems: Fundamentals and Applications, 2023

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Recommended citation: Annaswamy, A. M., and Nair, V.J. (2023). Human Behavioral Models Using Utility Theory and Prospect Theory. CyberÐPhysicalÐHuman Systems: Fundamentals and Applications, 25-41. https://onlinelibrary.wiley.com/doi/abs/10.1002/9781119857433.ch2

Voltage regulation in distribution grids: A survey

Published in Annual Reviews in Control, 2023

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Recommended citation: Srivastava, P., Haider, R., Nair, V. J., Venkataramanan, V., Annaswamy, A. M., and Srivastava, A. K. (2023). Voltage regulation in distribution grids: A survey. Annual Reviews in Control. https://www.sciencedirect.com/science/article/abs/pii/S1367578823000123

Impacts of dynamic line ratings on the ERCOT transmission system

Published in 2022 North American Power Symposium (NAPS), 2023

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Recommended citation: Lee, T., Nair, V. J., and Sun, A. (2022). Impacts of dynamic line ratings on the ERCOT transmission system. In 2022 North American Power Symposium (NAPS) (pp. 1-6). IEEE. https://ieeexplore.ieee.org/abstract/document/10012241

Optimal Design & Energy Management of Islanded, Hybrid Microgrids For Remote, Isolated Off-Grid Communities with No External Power Exchange

Published in University of Cambridge Master's Thesis, 2022

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Recommended citation: Nair, V. J. (2022). Optimal Design & Energy Management of Islanded, Hybrid Microgrids For Remote, Isolated Off-Grid Communities with No External Power Exchange. https://www.preprints.org/manuscript/202212.0416/v1

Improving accuracy and convergence of federated learning edge computing methods for generalized DER forecasting applications in power grid

Published in Tackling Climate Change with Machine Learning Workshop, 36th Annual Conference on Neural Information Processing Systems (NeurIPS), 2022

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Recommended citation: Nair, V. J., and Pereira, L. (2022). Improving accuracy and convergence of federated learning edge computing methods for generalized DER forecasting applications in power grids. Tackling Climate Change with Machine Learning Workshop, 36th Annual Conference on Neural Information Processing Systems (NeurIPS). https://www.climatechange.ai/papers/neurips2022/111

Impacts of dynamic line ratings on the ERCOT transmission system

Published in North American Power Symposium (NAPS), 2022

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Recommended citation: Lee, T., Nair, V. J., and Sun, A. (2022). Impacts of dynamic line ratings on the ERCOT transmission system. In North American Power Symposium (NAPS) (pp. 1-6). IEEE. https://ieeexplore.ieee.org/abstract/document/10012241

A Hierarchical Local Electricity Market for a DER-Rich Grid Edge

Published in IEEE Transactions on Smart Grid, 2022

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Recommended citation: Nair, V. J., Venkataramanan, V., Haider, R., and Annaswamy, A. M. (2022). A hierarchical local electricity market for a der-rich grid edge. IEEE Transactions on Smart Grid, 14(2), 1353-1366. https://ieeexplore.ieee.org/abstract/document/9774996

Sensitivity Analysis of Passenger Behavioral Model for Dynamic Pricing of Shared Mobility on Demand

Published in Preprint, 2021

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Recommended citation: Nair, V. J., Guan, Y., Annaswamy, A. M., Tseng, H. E., and Singh, B. (2021). Sensitivity Analysis of Passenger Behavioral Model for Dynamic Pricing of Shared Mobility on Demand. https://arxiv.org/abs/2104.08985

Estimation of cumulative prospect theory-based passenger behavioral models for dynamic pricing & transactive control of shared mobility on demand

Published in MIT Master's Thesis, 2021

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Recommended citation: Nair, V.J. (2021). Estimation of cumulative prospect theory-based passenger behavioral models for dynamic pricing & transactive control of shared mobility on demand (Master's dissertation, Massachusetts Institute of Technology). https://dspace.mit.edu/handle/1721.1/130826

Electric vehicle charge scheduling on highway networks from an aggregate cost perspective

Published in Preprint, 2019

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Recommended citation: Anderson, S., and Nair, V. J. (2019). Electric vehicle charge scheduling on highway networks from an aggregate cost perspective. https://arxiv.org/abs/1901.03017