Manish Kumar Singh

About Manish Kumar Singh

Manish Kumar Singh, With an exceptional h-index of 12 and a recent h-index of 12 (since 2020), a distinguished researcher at Virginia Polytechnic Institute and State University, specializes in the field of power systems, smart grid, optimization and control, data-driven methods.

His recent articles reflect a diverse array of research interests and contributions to the field:

Local volt/var controllers with stability guarantees

Per-Unit Dynamic Models for Grid-Following Photovoltaic Inverters

Physics-Informed Transfer Learning for Voltage Stability Margin Prediction

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

Learning local volt/var controllers towards efficient network operation with stability guarantees

Optimal power flow schedules with reduced low-frequency oscillations

Fast inverter control by learning the OPF mapping using sensitivity-informed Gaussian processes

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

Manish Kumar Singh Information

University

Position

PhD student

Citations(all)

380

Citations(since 2020)

363

Cited By

93

hIndex(all)

12

hIndex(since 2020)

12

i10Index(all)

13

i10Index(since 2020)

12

Email

University Profile Page

Google Scholar

Manish Kumar Singh Skills & Research Interests

power systems

smart grid

optimization and control

data-driven methods

Top articles of Manish Kumar Singh

Local volt/var controllers with stability guarantees

2024/1/4

Per-Unit Dynamic Models for Grid-Following Photovoltaic Inverters

2023/6/11

Physics-Informed Transfer Learning for Voltage Stability Margin Prediction

2023/6/4

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

IEEE Transactions on Power Systems

2023/4/20

Learning local volt/var controllers towards efficient network operation with stability guarantees

2022/12/6

Optimal power flow schedules with reduced low-frequency oscillations

Electric Power Systems Research

2022/11/1

Fast inverter control by learning the OPF mapping using sensitivity-informed Gaussian processes

IEEE Transactions on Smart Grid

2022/9/29

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

2022/9/27

Joint grid topology reconfiguration and design of Watt-VAR curves for DERs

2022/7/17

Time-domain Generalization of Kron Reduction

IEEE Control Systems Letters

2022/6/23

RIPPLE-TYPE CONTROL OF NETWORKED PHYSICAL SYSTEMS

2022/4/14

Integrated System Models for Networks with Generators & Inverters

arXiv preprint arXiv:2203.08253

2022/3/15

Unifying Energy-management Problems for Inverter-based Power Networks

IFAC-PapersOnLine

2022/1/1

Learning to solve the AC-OPF using sensitivity-informed deep neural networks

IEEE Transactions on Power Systems

2021/11/11

Optimization, Learning, and Control for Energy Networks

2021/6/30

Emergency voltage regulation in power systems via ripple-type control

2021/6/22

Ripple-type control for enhancing resilience of networked physical systems

2021/5/25

Machine Learning for Optimal Inverter Operation in Distribution Grids

2021/3/24

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

IEEE Access

2021/3/10

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

2020/11/11

See List of Professors in Manish Kumar Singh University(Virginia Polytechnic Institute and State University)

Co-Authors

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