30 citations · 33 across the 8 of their papers we have counts for
8 papers
Towards Optimal Primary- and Secondary-control Design for Networks with Generators and Inverters
Manish K. Singh, D. Venkatramanan, Sairaj Dhople
For power grids predominantly featuring large synchronous generators (SGs), there exists a significant body of work bridging optimization and control tasks. A generic workflow in s…
Learning Provably Stable Local Volt/Var Controllers for Efficient Network Operation
Zhenyi Yuan, Guido Cavraro, Manish K. Singh +1
This paper develops a data-driven framework to synthesize local Volt/Var control strategies for distributed energy resources (DERs) in power distribution networks (DNs). Aiming to…
Learning Local Volt/Var Controllers Towards Efficient Network Operation with Stability Guarantees
Guido Cavraro, Zhenyi Yuan, Manish K. Singh +1
This paper considers the problem of voltage regulation in distribution networks. The primary motivation is to keep voltages within preassigned operating limits by commanding the re…
Optimal Power Flow Schedules with Reduced Low-Frequency Oscillations
Manish K. Singh, Vassilis Kekatos
The dynamic response of power grids to small events or persistent stochastic disturbances influences their stable operation. Low-frequency inter-area oscillations are of particular…
Time-domain Generalization of Kron Reduction
Manish K. Singh, Sairaj Dhople, Florian Dorfler +1
Kron reduction is a network-reduction method that eliminates nodes with zero current injections from electrical networks operating in sinusoidal steady state. In the time domain, t…
Integrated System Models for Networks with Generators & Inverters
D. Venkatramanan, Manish K. Singh, Olaolu Ajala +2
Synchronous generators and inverter-based resources are complex systems with dynamics that cut across multiple intertwined physical domains and control loops. Modeling individual g…
Fast Inverter Control by Learning the OPF Mapping using Sensitivity-Informed Gaussian Processes
Mana Jalali, Manish K. Singh, Vassilis Kekatos +2
Fast inverter control is a desideratum towards the smoother integration of renewables. Adjusting inverter injection setpoints for distributed energy resources can be an effective g…
Chance-Constrained Optimal Distribution Network Partitioning to Enhance Grid Resilience
Shuchismita Biswas, Manish K. Singh, Virgilio Centeno
This paper formulates a chance-constrained optimal distribution network partitioning (ODNP) problem addressing uncertainties in load and renewable energy generation; and presents a…