SIMULTANEOUS PARAMETER IDENTIFICATION, STATE ESTIMATION, AND PREDICTION OF BATTERY SYSTEM RESPONSE IN BATTERY MANAGEMENT SYSTEMS

Number of patents in Portfolio can not be more than 2000

United States of America

APP PUB NO 20250074250A1
SERIAL NO

18457573

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ATTORNEY / AGENT: (SPONSORED)

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Abstract

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Observed battery system values may be received for one or more battery systems associated with one or more devices. The observed battery system values may characterize operation of the one or more battery systems over time. Prospective control profiles may be determined for the battery systems. The prospective control profiles may correspond to a time-varying patterns of battery system charge and/or discharge for prospective courses of action for the devices over time. Predicted battery system values may be determined for the battery systems by applying a trained temporal convolutional neural network to the prospective control profiles and the observed battery system values. A designated control profile may be selected based on the plurality of predicted battery system values. An instruction may be sent to a designated device to execute a course of action corresponding with the designated control profile.

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Patent Owner(s)

Patent OwnerAddress
CUBERG INC2020 WILLIAMS ST UNIT E SAN LEANDRO CA 94577

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Dylla, Maxwell Oakland, US 3 0
Yan, Xu San Francisco, US 36 55

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