Sensors fault diagnosis for a BMS

W Lombardi, M Zarudniev, S Lesecq… - 2014 European …, 2014 - ieeexplore.ieee.org
… This paper deals with sensor fault diagnosis for a battery management system (BMS). The
… The aim of this paper is the fault diagnosis of the sensors of a BMS, in order to improve the …

Review on sensors fault diagnosis and fault-tolerant techniques for lithium ion batteries in electric vehicles

R Xiong, Q Yu, W Shen - 2018 13th IEEE Conference on …, 2018 - ieeexplore.ieee.org
BMS to diagnose these sensor faults and take measures to mitigate the influences of these
sensor faults on … review recent techniques for sensors fault diagnosis and tolerance for lithium …

A sensor fault diagnosis method for a lithium-ion battery pack in electric vehicles

R Xiong, Q Yu, W Shen, C Lin… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
… The implementation of these BMS functions is heavily dependent on the data collected by
sensor fault diagnosis, the gradual sensor fault diagnosis method is another future work. …

Sensor fault detection, isolation, and estimation in lithium-ion batteries

S Dey, S Mohon, P Pisu… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
… Any fault in these sensors could hinder the BMS operation and lead to … real-time fault
diagnosis problem is much less explored. The reviews of failure mechanisms and the diagnostics

A smart battery management system for electric vehicles using deep learning-based sensor fault detection

VSR Kosuru, A Kavasseri Venkitaraman - World Electric Vehicle Journal, 2023 - mdpi.com
… (SOH), and fault diagnostic approaches received little attention … Additionally, if the acquisition
sensor is faulty, other BMS … Hence, sensor fault diagnostics is crucial for ensuring a BMS’s …

A model-based sensor fault diagnosis scheme for batteries in electric vehicles

Q Yu, C Wan, J Li, R Xiong, Z Chen - Energies, 2021 - mdpi.com
… of a battery management system (BMS) depends on sensor data. Efficient … sensor fault
diagnosis scheme and fault-tolerant control strategy for a voltage sensor and a current sensor are …

Research progress, challenges and prospects of fault diagnosis on battery system of electric vehicles

R Xiong, W Sun, Q Yu, F Sun - Applied Energy, 2020 - Elsevier
… Besides, if sensors work in high temperature environment for a long time, … sensor will also
take changes and cause sensor faults. The most direct impact of sensors fault is that the BMS

Sensor fault detection and isolation for a lithium-ion battery pack in electric vehicles using adaptive extended Kalman filter

Z Liu, H He - Applied energy, 2017 - Elsevier
… in real time to diagnose the pack current sensor fault, or a voltage sensor fault of these two
cells, … using the stored daily driving profile (ie the UDDS profile in this study) in the BMS. The …

Data-driven fault diagnosis in battery systems through cross-cell monitoring

M Schmid, HG Kneidinger, C Endisch - IEEE Sensors Journal, 2020 - ieeexplore.ieee.org
… Abstract—Fault diagnosis is a central task of Battery Management Systems (BMS) of electric
vehicle batteries. The effective implementation of fault diagnosis in the BMS can prevent …

Automatic sensor evaluation in BMS commissioning of building refrigeration systems

S Wang, JB Wang - Automation in construction, 2002 - Elsevier
BMS sensors are essential to the success of advanced control, monitoring, optimization and
fault detection and diagnosis … made based on faulty sensor signals could be erroneous [1]. …