Optimal Control of a Power Storage Facility with Variable Payoffs

Fuente: arXiv
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Main Authors: O'Brien, Fraser J W, Johnson, Timothy C
Format: Preprint
Published: 2024
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author O'Brien, Fraser J W
Johnson, Timothy C
author_facet O'Brien, Fraser J W
Johnson, Timothy C
contents We present a methodology for determining the relationship between the optimal control points of a power storage facility and a number of different factors including storage level and temperature. The interaction between different factors is considered to allow for the identification of a precise optimal control strategy to maximise the profits of a power storage facility under a variety of different conditions. The methodology is based upon traditional stochastic techniques, however by working directly with excess demand data is model independent and does not require identification of the underlying process.
format Preprint
id arxiv_https___arxiv_org_abs_2407_01234
institution arXiv
publishDate 2024
record_format arxiv
spellingShingle Optimal Control of a Power Storage Facility with Variable Payoffs
O'Brien, Fraser J W
Johnson, Timothy C
Optimization and Control
49K45
We present a methodology for determining the relationship between the optimal control points of a power storage facility and a number of different factors including storage level and temperature. The interaction between different factors is considered to allow for the identification of a precise optimal control strategy to maximise the profits of a power storage facility under a variety of different conditions. The methodology is based upon traditional stochastic techniques, however by working directly with excess demand data is model independent and does not require identification of the underlying process.
title Optimal Control of a Power Storage Facility with Variable Payoffs
topic Optimization and Control
49K45
url https://arxiv.org/abs/2407.01234