A Risk-Averse Approach for Distribution Grid Expansion Planning

Moreira, Alexandre; Heleno, Miguel; Valenzuela, Alan

doi:10.3390/en14248482

A Risk-Averse Approach for Distribution Grid Expansion Planning

Journal Article · Wed Dec 15 00:00:00 EST 2021 · Energies

DOI:https://doi.org/10.3390/en14248482· OSTI ID:1863782

^[1]; Heleno, Miguel ^[1]; Valenzuela, Alan ^[1]

Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States)

Recent episodes of natural disasters have challenged the resilience of power grids. Adequate distribution grid planning that properly captures the risk aversion of the utility system planner is a key factor to increase the flexibility of distribution networks to circumvent these events. In this paper, we propose a methodology to determine the optimal portfolio of investments in lines and storage devices in order to minimize a convex combination between expected value and CVaR of operational costs, including energy not served, while taking into account the multistage nature of the energy storage management within this context. While the expected value of energy not served has been traditionally employed to tackle routine failures, we also minimize the CVaR of energy not served to address high-impact, low-probability (HILP) events. We illustrate the performance of the proposed methodology with a 54-Bus system test case.

View Accepted Manuscript (DOE)

Research Organization:: Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)

Sponsoring Organization:: USDOE Office of Science (SC)

Grant/Contract Number:: AC02-05CH11231

OSTI ID:: 1863782

Journal Information:: Energies, Journal Name: Energies Journal Issue: 24 Vol. 14; ISSN 1996-1073

Publisher:: MDPICopyright Statement

Country of Publication:: United States

Language:: English

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