Manish Kumar Singh

According to our database, Manish Kumar Singh authored at least 21 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Ensembles of Informative Representations for Self-Supervised Learning.

Konstantinos D. Polyzos, Panagiotis A. Traganitis, Manish Kumar Singh, Georgios B. Giannakis

Proceedings of the 34th IEEE International Workshop on Machine Learning for Signal Processing, 2024

2023

Fast Inverter Control by Learning the OPF Mapping Using Sensitivity-Informed Gaussian Processes.

Mana Jalali, Manish Kumar Singh, Vassilis Kekatos, Georgios B. Giannakis, Chen-Ching Liu

IEEE Trans. Smart Grid, May, 2023

Time-Domain Generalization of Kron Reduction.

Manish Kumar Singh, Sairaj V. Dhople, Florian Dörfler, Georgios B. Giannakis

IEEE Control. Syst. Lett., 2023

Physics-Informed Transfer Learning for Voltage Stability Margin Prediction.

Manish Kumar Singh, Konstantinos D. Polyzos, Panagiotis A. Traganitis, Sairaj V. Dhople, Georgios B. Giannakis

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Learning Provably Stable Local Volt/Var Controllers for Efficient Network Operation.

Zhenyi Yuan, Guido Cavraro, Manish Kumar Singh, Jorge Cortés

CoRR, 2022

Optimal Power Flow Schedules with Reduced Low-Frequency Oscillations.

Manish Kumar Singh, Vassilis Kekatos

CoRR, 2022

Integrated System Models for Networks with Generators & Inverters.

D. Venkatramanan, Manish Kumar Singh, Olaolu Ajala, Alejandro D. Domínguez-García, Sairaj V. Dhople

CoRR, 2022

Learning Local Volt/Var Controllers Towards Efficient Network Operation with Stability Guarantees.

Guido Cavraro, Zhenyi Yuan, Manish Kumar Singh, Jorge Cortés

Proceedings of the 61st IEEE Conference on Decision and Control, 2022

Towards Optimal Primary- and Secondary-control Design for Networks with Generators and Inverters.

Manish Kumar Singh, D. Venkatramanan, Sairaj V. Dhople

Proceedings of the 58th Annual Allerton Conference on Communication, 2022

2021

On the Flow Problem in Water Distribution Networks: Uniqueness and Solvers.

Manish Kumar Singh, Vassilis Kekatos

IEEE Trans. Control. Netw. Syst., 2021

Chance-Constrained Optimal Distribution Network Partitioning to Enhance Power Grid Resilience.

Shuchismita Biswas, Manish Kumar Singh, Virgilio A. Centeno

IEEE Access, 2021

Emergency Voltage Regulation in Power Systems via Ripple-Type Control.

Guido Cavraro, Manish Kumar Singh, Andrey Bernstein

Proceedings of the 29th Mediterranean Conference on Control and Automation, 2021

Machine Learning for Optimal Inverter Operation in Distribution Grids.

Manish Kumar Singh, Sarthak Gupta, Vassilis Kekatos

Proceedings of the 55th Annual Conference on Information Sciences and Systems, 2021

Ripple-Type Control for Enhancing Resilience of Networked Physical Systems.

Manish Kumar Singh, Guido Cavraro, Andrey Bernstein, Vassilis Kekatos

Proceedings of the 2021 American Control Conference, 2021

2020

Natural Gas Flow Solvers Using Convex Relaxation.

Manish Kumar Singh, Vassilis Kekatos

IEEE Trans. Control. Netw. Syst., 2020

Optimal Scheduling of Water Distribution Systems.

Manish Kumar Singh, Vassilis Kekatos

IEEE Trans. Control. Netw. Syst., 2020

Chance-Constrained Optimal Distribution Network Partitioning to Enhance Grid Resilience.

Shuchismita Biswas, Manish Kumar Singh, Virgilio Centeno

CoRR, 2020

Moving horizon-based optimal scheduling of EV charging: A power system-cognizant approach.

Nitasha Sahani, Manish Kumar Singh, Chen-Ching Liu

CoRR, 2020

Learning to Optimize Power Distribution Grids using Sensitivity-Informed Deep Neural Networks.

Manish Kumar Singh, Sarthak Gupta, Vassilis Kekatos, Guido Cavraro, Andrey Bernstein

Proceedings of the 2020 IEEE International Conference on Communications, 2020

2019

Enforcing Radiality Constraints for DER-Aided Power Distribution Grid Reconfiguration.

Manish Kumar Singh, Vassilis Kekatos, Sina Taheri, Kevin P. Schneider, Chen-Ching Liu

CoRR, 2019

Natural Gas Flow Equations: Uniqueness and an MI-SOCP Solver.

Manish Kumar Singh, Vassilis Kekatos

Proceedings of the 2019 American Control Conference, 2019