Sep 24, 2020 · We propose a novel algorithm to infer temperature in cylindrical lithium-ion battery cells from measurements of current and terminal voltage. Our approach employs a dual
Aug 23, 2025 · To address the challenge of feature extraction and deep temporal scale mining in lithium-ion battery temperature prediction with massive data, this paper proposes a surface
Apr 28, 2025 · Mina Naguib and colleagues propose an integrated physicsand machine-learning-based method for early thermal fault detection in battery packs. This approach enhances reliability and safety by
Nov 13, 2022 · A correlation was seen between the current rate of the lithium-ion battery and the most remarkable temperature growth. The results would produce a more robust understanding
Can a Kalman filter predict lithium-ion battery temperature?We propose a novel algorithm to infer temperature in cylindrical lithium-ion battery cells from measurements of current and terminal
Mar 15, 2025 · At present, the application of FBG sensors in the temperature measurement of lithium-ion batteries is mostly focused on the embedded monitoring of a single cell, and there
Apr 26, 2023 · The work described herein details the deployment of an optical fibre strand with five fibre Bragg grating (FBG) sensors for individual cell-level temperature monitoring of a three-cell lithium-ion battery pack.
Apr 28, 2025 · Mina Naguib and colleagues propose an integrated physicsand machine-learning-based method for early thermal fault detection in battery packs. This approach enhances
May 11, 2022 · Description This reference design is a low standby and ship-mode current consumption and high cell voltage accuracy 10s–16s Lithium-ion (Li-ion), LiFePO4 battery
Jul 30, 2025 · In this paper, the temperature characteristics of lithium-ion power battery packs under different operating conditions are investigated, with special focus on the temperature
Apr 26, 2023 · The work described herein details the deployment of an optical fibre strand with five fibre Bragg grating (FBG) sensors for individual cell-level temperature monitoring of a

Therefore, in this chapter, a cylindrical lithium-ion power battery pack under this composite liquid cooling model is simulated to obtain the temperature distribution within the pack, which will provide a reference for the selection of the single cell in the pack for temperature measurement in subsequent experiments.
The optimal temperature monitoring positions of lithium-ion battery are the electrodes. The fixed arrangement method of ultra-weak fiber Bragg grating sensor is given. Accurate and comprehensive temperature monitoring is essential for the safe operation of lithium-ion batteries.
Arrangement and temperature calibration of UWFBG array In this paper, the temperature monitoring system based on UWFBG array is used to realize the temperature points monitoring of lithium-ion battery pack at the cell level.
Lithium-ion battery packs (LIBPs) play a crucial role in electrified transportation systems. The cost of LIBPs has a substantial impact on the manufacturing expenses of electric vehicles (EVs), typically representing 25% of the total EV production cost 1, and 75% of the powertrain cost 2.
For example, in a battery pack, the temperature of some cells may be higher than others, resulting in the formation of hot spots, which, if not properly managed, may lead to accelerated aging or even thermal runaway. Therefore, it is necessary to monitor the temperature of individual cells within a battery pack.
This reference design is a low standby and ship-mode current consumption and high cell voltage accuracy 10s–16s Lithium-ion (Li-ion), LiFePO4 battery pack design.
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