Search Results for author: Marc Barbar

Found 3 papers, 0 papers with code

Representative period selection for power system planning using autoencoder-based dimensionality reduction

no code implementations28 Apr 2022 Marc Barbar, Dharik S. Mallapragada

However, such representative period selection (RPS) methods are limited by the declining efficacy of the clustering algorithm with increasing dimensionality of the input data and do not consider the relative importance of input data variations on CEM outcomes.

Clustering Dimensionality Reduction

Decision making under uncertainty for deploying battery storage as a non-wire alternative in distribution networks

no code implementations14 Jun 2021 Marc Barbar, Dharik S. Mallapragada, Robert Stoner

The growing demand for electricity in emerging markets and developing economies (EMDE) such as India is causing loading and congestion problems on distribution networks, particularly in urban locations, that adversely impact sustainable development and economic growth.

Decision Making Decision Making Under Uncertainty

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