Publications

The following is a list of my research publications, including journal articles, conference papers, Workshops papers and preprints.

A Multi-Objective Optimization Framework for Carbon-Aware Smart Energy Management

Kundan Kumar

57th IEEE North American Power Symposium (NAPS)

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Advanced Semi-Supervised Learning With Uncertainty Estimation for Phase Identification in Distribution Systems

Kundan Kumar

IEEE Power & Energy Society General Meeting (PESGM)

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Bayesian-Optimized Bidirectional Long-Short-Term Memory network for Wind Power Forecasting with Uncertainty Quantification

Kundan Kumar

Elsevier Energy Journal on Electric Power Systems Research

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Transfer Learning Enhanced Deep Reinforcement Learning for Volt-Var Control in Smart Grids

Kundan Kumar.

IEEE PES Grid Edge Technologies Conference & Exposition (Grid Edge) (2025)

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Bayesian Optimization for Deep Reinforcement Learning for Robust Volt-Var Control

Kundan Kumar

IEEE Power & Energy Society General Meeting (PESGM) (2024)

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Deep RL-based volt-var control and attack resiliency for der-integrated distribution grids

Kundan Kumar

IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT) (2024)

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Deep learning and pattern-based methodology for multivariable sensor data regression

Kundan Kumar

21st IEEE International Conference on Machine Learning and Applications (ICMLA) (2022)

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Deep value of information estimators for collaborative human-machine information gathering

Kundan Kumar

ACM/IEEE 7th International Conference on Cyber-Physical Systems (ICCPS (2016)

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Publications