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Design of a Modular Battery Management System for Electric Motorcycle
This paper proposes a modular battery management system for an electric motorcycle. The system not only can accurately measure battery voltage, charging current, discharging current, and temperature but also can transmit the data to the mixed-signal ...
Hung-Cheng Chen +3 more
doaj +1 more source
Data-driven nonparametric Li-ion battery ageing model aiming at learning from real operation data – Part A : storage operation [PDF]
Conventional Li-ion battery ageing models, such as electrochemical, semi-empirical and empirical models, require a significant amount of time and experimental resources to provide accurate predictions under realistic operating conditions.
Ashwin +50 more
core +4 more sources
Feature engineering for machine learning enabled early prediction of battery lifetime
Accurate battery lifetime estimates enable accelerated design of novel battery materials and determination of optimal use protocols for longevity in deployments.
Noah H. Paulson +5 more
semanticscholar +1 more source
In the majority of applications using lithium-ion batteries, batteries are exposed to some harmonic content apart from the main charging/discharging current.
Rudi Soares +4 more
doaj +1 more source
Summary: Electrochemical impedance spectroscopy (EIS) is a technique for electrochemical characterization that is sensitive to the battery state and can uncover multidimensional electrochemical evolution information within the battery.
Lujun Wang +3 more
doaj +1 more source
State of health estimation of Li-ion batteries with regeneration phenomena: a similar rest time-based prognostic framework [PDF]
State of health (SOH) prediction in Li-ion batteries plays an important role in intelligent battery management systems (BMS). However, the existence of capacity regeneration phenomena remains a great challenge for accurately predicting the battery SOH ...
Guo, Jianbin +3 more
core +2 more sources
BackgroundAngelman syndrome (AS) is a neurodevelopmental disorder caused by mutations affecting UBE3A function. AS is characterized by intellectual disability, impaired motor coordination, epilepsy, and behavioral abnormalities including autism spectrum ...
Monica Sonzogni +6 more
semanticscholar +1 more source
The past few years have seen strong growth of solar-based off-grid energy solutions such as Solar Home Systems (SHS) as a means to ameliorate the grave problem of energy poverty. Battery storage is an essential component of SHS. An accurate battery model
Yunhe Yu +7 more
doaj +1 more source
Air-cooled battery thermal management system (BTMS) is a widely adopted temperature control strategy for lithium-ion batteries. However, a battery pack with this type of BTMS typically suffers from high temperatures and large temperature differences (∆T).
Hao Fan +4 more
doaj +1 more source
Performance characteristics of an electric vehicle lead-acid battery pack at elevated temperatures [PDF]
Discharge testing data electric car battery pack over initial electrolyte temperature variations between 27 and 55 C are presented. The tests were conducted under laboratory conditions and then compared to detailed electric vehicle simulation models ...
Chapman, P.
core +2 more sources

