Kundan Kumar
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(8)
Bayesian Neural Network
(1)
Bayesian Optimization
(1)
convolutional neural networks
(1)
Deep Learning
(1)
Energy Optimization
(1)
Estimation
(1)
Forecasting
(1)
Machine Learning
(1)
Multi-Objective Optimization
(1)
Multivariable
(1)
Reinforcement Learning
(4)
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(1)
Semi Supervised Learning
(1)
Smart Energy Systems
(2)
Time Series Analysis
(1)
Transfer Learning
(1)
Uncertainty Estimation
(2)
Value of Information
(1)
Home
Publications
Publications
Total:8
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Title
Author
Publication
Year
A Multi-Objective Optimization Framework for Carbon-Aware Smart Energy Management
Kundan Kumar
57th IEEE North American Power Symposium (NAPS)
Details
DOI
Advanced Semi-Supervised Learning With Uncertainty Estimation for Phase Identification in Distribution Systems
Kundan Kumar
IEEE Power & Energy Society General Meeting (PESGM)
Details
DOI
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
Details
DOI
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)
Details
DOI
Bayesian Optimization for Deep Reinforcement Learning for Robust Volt-Var Control
Kundan Kumar
IEEE Power & Energy Society General Meeting (PESGM)
(2024)
Details
DOI
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)
Details
DOI
Deep learning and pattern-based methodology for multivariable sensor data regression
Kundan Kumar
21st IEEE International Conference on Machine Learning and Applications (ICMLA)
(2022)
Details
DOI
Deep value of information estimators for collaborative human-machine information gathering
Kundan Kumar
ACM/IEEE 7th International Conference on Cyber-Physical Systems (ICCPS
(2016)
Details
DOI
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