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Vinayak Sharma
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Gaining Insight into Solar Photovoltaic Power Generation Forecasting Utilizing Explainable Artificial Intelligence Tools
M Kuzlu, U Cali, V Sharma, O Guler
IEEE Access, 1-1, 2020
1182020
Short-term wind power forecasting using long-short term memory based recurrent neural network model and variable selection
U Cali, V Sharma
International Journal of Smart Grid and Clean Energy 8 (2), 103-110, 2019
522019
Data-driven short-term natural gas demand forecasting with machine learning techniques
V Sharma, Ü Cali, B Sardana, M Kuzlu, D Banga, M Pipattanasomporn
Journal of Petroleum Science and Engineering 206, 108979, 2021
262021
Numerical weather prediction data free solar power forecasting with neural networks
V Sharma, U Cali, V Hagenmeyer, R Mikut, JÁG Ordiano
Proceedings of the Ninth International Conference on Future Energy Systems …, 2018
202018
Use of forecasting in energy storage applications: A review
V Sharma, A Cortes, U Cali
IEEE Access 9, 114690-114704, 2021
132021
Probabilistic solar power forecasting: long short-term memory network vs simpler approaches
V Sharma, JAG Ordiano, R Mikut, U Cali
arXiv preprint arXiv:2101.08236, 2021
52021
Internet of Predictable Things (IoPT) Framework to Increase Cyber-Physical System Resiliency
U Cali, M Kuzlu, V Sharma, M Pipattanasomporn, FO Catak
arXiv preprint arXiv:2101.07816, 2021
42021
Forecasting weather‐related power outages using weighted logistic regression
V Sharma, T Hong, V Cecchi, A Hofmann, JY Lee
IET Smart Grid 6 (5), 470-479, 2023
22023
Analysis of outage frequency and duration in distribution systems using machine learning
T Lawanson, V Sharma, V Cecchi, T Hong
2020 52nd North American Power Symposium (NAPS), 1-6, 2021
22021
Deterministic and Probabilistic Forecasting for Wind and Solar Power Using Advance Data Analytics and Machine Learning Techniques
V Sharma
The University of North Carolina at Charlotte, 2018
22018
Practical Considerations For Customer-sited Energy Storage Dispatch On Multiple Applications Using Model Predictive Control
A Cortes, V Sharma, A Garg, D Stevens, U Cali
IFAC-PapersOnLine 53 (2), 12465-12470, 2020
12020
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