Search Results for author: Deepthi Sen

Found 2 papers, 1 papers with code

KPF-AE-LSTM: A Deep Probabilistic Model for Net-Load Forecasting in High Solar Scenarios

no code implementations5 Mar 2022 Deepthi Sen, Indrasis Chakraborty, Soumya Kundu, Andrew P. Reiman, Ian Beil, Andy Eiden

With the expected rise in behind-the-meter solar penetration within the distribution networks, there is a need to develop time-series forecasting methods that can reliably predict the net-load, accurately quantifying its uncertainty and variability.

Load Forecasting Time Series +1

Capacitance Resistance Model and Recurrent Neural Network for Well Connectivity Estimation : A Comparison Study

1 code implementation17 Sep 2021 Deepthi Sen

This report serves as a technical guide to the python-based implementation of the CRM model available from the associated GitHub repository.

Connectivity Estimation

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