A Sensor-Fault-Estimation Method for Lithium-Ion Batteries in Electric Vehicles

A Sensor-Fault-Estimation Method for Lithium-Ion Batteries in Electric Vehicles

In recent years, electric vehicles powered by lithium-ion batteries have developed rapidly, and the safety and reliability of lithium-ion batteries have been a paramount issue. Battery management systems are highly dependent on sensor measurements to ensure the proper functioning of lithium-ion batt...

Full description

Bibliographic Details
Main Authors:	Tianyu Lan, Zhi-Wei Gao, Haishuang Yin, Yuanhong Liu
Format:	Article
Language:	English
Published:	MDPI AG 2023-09-01
Series:	Sensors
Subjects:	lithium-ion battery sensor fault fault diagnosis fault estimation descriptor observer
Online Access:	https://www.mdpi.com/1424-8220/23/18/7737

Similar Items

A Review on the Fault and Defect Diagnosis of Lithium-Ion Battery for Electric Vehicles
by: Bosong Zou, et al.
Published: (2023-07-01)

Model-based Sensor Fault Diagnosis of a Lithium-ion Battery in Electric Vehicles
by: Zhentong Liu, et al.
Published: (2015-06-01)

State and fault estimation scheme based on sliding mode observer for a Lithium-ion battery
by: Mokhtar Mohamed, et al.
Published: (2023-10-01)

Multi-Fault Diagnosis of Electric Vehicle Power Battery Based on Double Fault Window Location and Fast Classification
by: Xiaowei Shen, et al.
Published: (2024-02-01)

A Review of Lithium-Ion Battery Fault Diagnostic Algorithms: Current Progress and Future Challenges
by: Manh-Kien Tran, et al.
Published: (2020-03-01)

Fault Identification of Lithium-Ion Battery Pack for Electric Vehicle Based on GA Optimized ELM Neural Network
by: Lei Yao, et al.
Published: (2022-01-01)

Robust sensor fault estimation for descriptor-LPV systems with unmeasurable gain scheduling functions: Application to an anaerobic bioreactor
by: López-Estrada Francisco-Ronay, et al.
Published: (2015-06-01)

Synergizing Machine Learning and the Aviation Sector in Lithium-Ion Battery Applications: A Review
by: Julan Chen, et al.
Published: (2023-08-01)

A Fault Diagnosis Method for Lithium-Ion Battery Packs Using Improved RBF Neural Network
by: Jia Wang, et al.
Published: (2021-08-01)

A Comprehensive Signal-Based Fault Diagnosis Method for Lithium-Ion Batteries in Electric Vehicles
by: Xinwei Cong, et al.
Published: (2021-02-01)

Fault diagnosis of lithium-ion battery energy storage systems based on local outlier factor
by: PENG Peng, et al.
Published: (2023-05-01)

Towards a safer lithium-ion batteries: A critical review on cause, characteristics, warning and disposal strategy for thermal runaway
by: Yu Yang, et al.
Published: (2023-09-01)

Fault Diagnosis Method for Lithium-Ion Power Battery Incorporating Multidimensional Fault Features
by: Fan Zhang, et al.
Published: (2024-03-01)

Design and Implementation of a Smart Lithium-Ion Battery System with Real-Time Fault Diagnosis Capability for Electric Vehicles
by: Zuchang Gao, et al.
Published: (2017-09-01)

A Novel Adaptive Sensor Fault Estimation Algorithm in Robust Fault Diagnosis
by: Marcin Pazera, et al.
Published: (2022-12-01)

Identification of Internal Short-Circuit Faults in Lithium-Ion Batteries Based on a Multi-Machine Learning Fusion
by: Guangying Zhu, et al.
Published: (2023-02-01)

Electrochemical Model-Based Condition Monitoring via Experimentally Identified Li-Ion Battery Model and HPPC
by: Md Ashiqur Rahman, et al.
Published: (2017-08-01)

A Comprehensive Review of Key Technologies for Enhancing the Reliability of Lithium-Ion Power Batteries
by: Yue Ren, et al.
Published: (2023-08-01)

Comparison of Model-Based and Sensor-Based Detection of Thermal Runaway in Li-Ion Battery Modules for Automotive Application
by: Jacob Klink, et al.
Published: (2022-04-01)

A Fault Diagnosis and Prognosis Method for Lithium-Ion Batteries Based on a Nonlinear Autoregressive Exogenous Neural Network and Boxplot
by: Yan Qiu, et al.
Published: (2021-09-01)

Intermediate observer based simultaneous estimation of system states and multiple faults
by: Jiantao Shi, et al.
Published: (2023-08-01)

Towards Robust Simultaneous Actuator and Sensor Fault Estimation for a Class of Nonlinear Systems: Design and Comparison
by: Marcin Pazera, et al.
Published: (2019-01-01)

Entropy-Based Voltage Fault Diagnosis of Battery Systems for Electric Vehicles
by: Peng Liu, et al.
Published: (2018-01-01)

SENSORS FAULT DIAGNOSIS ALGORITHM DESIGN OF A HYDRAULIC SYSTEM
by: Matej ORAVEC, et al.
Published: (2017-06-01)

Robust Control Optimization Based on Actuator Fault and Sensor Fault Compensation for Mini Motion Package Electro-Hydraulic Actuator
by: Tan Van Nguyen, et al.
Published: (2021-11-01)

Improved sensor fault detection, isolation, and mitigation using multiple observers approach
by: Zheng Wang, et al.
Published: (2017-01-01)

Fault Estimation Method for Nonlinear Time-Delay System Based on Intermediate Observer-Application on Quadrotor Unmanned Aerial Vehicle
by: Qingnan Huang, et al.
Published: (2022-12-01)

A new method to perform Lithium-ion battery pack fault diagnostics – Part 1: Algorithm development and its performance analysis
by: Anubhav Singh, et al.
Published: (2023-11-01)

A fault estimation and fault–tolerant control based sliding mode observer for LPV descriptor systems with time delay
by: Hamdi Habib, et al.
Published: (2021-06-01)

Integrated Fault Diagnosis Algorithm for Motor Sensors of In-Wheel Independent Drive Electric Vehicles
by: Namju Jeon, et al.
Published: (2016-12-01)

Online State-of-Health Estimation for NMC Lithium-Ion Batteries Using an Observer Structure
by: Jan Neunzling, et al.
Published: (2023-09-01)

Cell Fault Identification and Localization Procedure for Lithium-Ion Battery System of Electric Vehicles Based on Real Measurement Data
by: Szabolcs Kocsis Szürke, et al.
Published: (2022-12-01)

A new method to perform Lithium-ion battery pack fault diagnostics – Part 2: Algorithm performance in real-world scenarios and cell-to-cell transferability
by: Anubhav Singh, et al.
Published: (2024-06-01)

Towards Simultaneous Actuator and Sensor Faults Estimation for a Class of Takagi-Sugeno Fuzzy Systems: A Twin-Rotor System Application
by: Marcin Pazera, et al.
Published: (2020-06-01)

Fault Detection and Diagnosis of the Electric Motor Drive and Battery System of Electric Vehicles
by: Mohammad Zamani Khaneghah, et al.
Published: (2023-07-01)

The Early Detection of Faults for Lithium-Ion Batteries in Energy Storage Systems Using Independent Component Analysis with Mahalanobis Distance
by: Seunghwan Jung, et al.
Published: (2024-01-01)

A Method for Abnormal Battery Charging Capacity Diagnosis Based on Electric Vehicles Operation Data
by: Fang Li, et al.
Published: (2023-02-01)

A Method to Simultaneously Detect the Current Sensor Fault and Estimate the State of Energy for Batteries in Electric Vehicles
by: Jun Xu, et al.
Published: (2016-08-01)

Uniform Na+ Doping‐Induced Defects in Li‐ and Mn‐Rich Cathodes for High‐Performance Lithium‐Ion Batteries
by: Wei He, et al.
Published: (2019-07-01)

A Model-Based Sensor Fault Diagnosis Scheme for Batteries in Electric Vehicles
by: Quanqing Yu, et al.
Published: (2021-02-01)