no code implementations • 14 Oct 2023 • Nur Banu Altinpulluk, Deniz Altinpulluk, Paritosh Ramanan, Noah Paulson, Feng Qiu, Susan Babinec, Murat Yildirim
Battery diagnosis, prognosis and health management models play a critical role in the integration of battery systems in energy and mobility fields.
no code implementations • 10 Oct 2023 • Navid Aftabi, Dan Li, Paritosh Ramanan
This data-driven framework considers the temporal behavior of a generic physical system that extracts features from the time series of the sensor measurements that can be used for detecting covert attacks, distinguishing them from equipment faults, as well as localize the attack/fault.
no code implementations • 25 Sep 2020 • Dan Li, Paritosh Ramanan, Nagi Gebraeel, Kamran Paynabar
This data-driven framework considers the temporal behavior of a generic physical system that extracts features from the time series of the sensor measurements that can be used for detecting covert attacks, distinguishing them from equipment faults, as well as localize the attack/fault.
no code implementations • 16 Sep 2019 • Paritosh Ramanan, Kiyoshi Nakayama
In order to characterize the performance of BAFFLE, we conduct experiments on a private Ethereum network and use the centralized and aggregator driven methods as our benchmark.