With the proliferation of Li-ion batteries in smart phones, safety is the main concern and an on-line detection of battery faults is much wanting. Internal short circuit is a very critical issue
Get a quoteIf a foreign metallic object penetrates the battery pack, or if the battery pack is damaged by being squashed, it can provide an internal conduction path that creates a short circuit. One standard safety test for lithium-ion
Get a quoteInternal short circuit (ISC) is a serious safety hazard for lithium-ion battery packs. How to comprehensively detect and evaluate ISC in battery packs remains a challenging problem. Motivated by this, this paper proposes an ISC detection method based on the transformation matrix and an ISC resistance calculation method based on an improved state-space model.
Get a quoteInternal short circuit (ISCr) is one of the major obstacles that impede the improvement of the battery safety. In this work, a new ISCr detection method based on the symmetrical loop circuit
Get a quoteAbusive lithium-ion battery operations can induce micro-short circuits, which can develop into severe short circuits and eventually thermal runaway events, a significant safety concern in lithium-ion battery packs. This paper aims to detect and quantify micro-short circuits before they become a safety issue. We develop offline batch least
Get a quoteThis example shows how to model a short-circuit in a lithium-ion battery module. The battery module consists of 30 cells with a string of three parallel cells connected in a series of ten strings. Each battery cell is modeled using the Battery (Table-Based) Simscape Electrical block.
Get a quoteFurthermore, the higher pressure of the short-circuit battery is, the stabler external current is. The rate of current drop for the short-circuit battery decreases to 0.1 mA/h after 9 h of constant-voltage charging and stays nearly constant. After reaching the state of stability, the charging current can be regarded as the short-circuit current
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Get a quoteThis paper proposes a soft short circuit (SC) fault detection method for a parallel battery pack. Since it is impractical to equip current sensors for all the cells in a parallel pack, a reconstructed state-space equation combining the electrical dynamic of a battery cell and the electrical characteristics of a parallel battery pack is designed
Get a quoteAbstract: Internal short circuit (ISC) fault diagnosis of battery packs in electric vehicles is of great significance for the effective and safe operation of battery systems. This article presents a new ISC diagnosis method based on a machine learning algorithm. In this method, the incremental
Get a quoteFaults such as extrusion, loose connection, internal short circuit, etc. generally exist in the battery pack. And the battery fault diagnosis contains fault cell number, fault type,
Get a quoteAbstract: Internal short circuit (ISC) fault diagnosis of battery packs in electric vehicles is of great significance for the effective and safe operation of battery systems. This article presents a new ISC diagnosis method based on a machine learning algorithm. In this method, the incremental capacity curves are employed to divide the voltage
Get a quoteThe short-circuit resistance is related to the heat generating capability. The heat generation capacity will be substantially more than the heat dissipation capacity of the battery if the short-circuit resistance is lower than a specific level, which is more likely to lead to the thermal runaway. As a result, the SSC resistance is employed as a
Get a quoteHowever, this method is not suitable for the identification of aging batteries at the end of discharge; (2) When the new cell in the pack containing the aging battery has an internal short circuit, the identification of the aging battery and the internal short circuit battery can be realized through the MSA algorithm. For early internal shorts with an equivalent internal short
Get a quoteThis paper presents a method of detecting a single occurrence of various common faults in a Lithium-ion battery pack and isolating the fault to the faulty PCM, its
Get a quoteFaults such as extrusion, loose connection, internal short circuit, etc. generally exist in the battery pack. And the battery fault diagnosis contains fault cell number, fault type, fault cause, etc. However, more accurate models and more specialized technical support are needed for the analysis of the specific causes of battery failure. In
Get a quoteIn this paper, online fault diagnosis for external short circuit (ESC) of LiB packs is investigated. The experiments are carried out to obtain and compare ESC characteristics of
Get a quoteIn this paper, online fault diagnosis for external short circuit (ESC) of LiB packs is investigated. The experiments are carried out to obtain and compare ESC characteristics of 18650-type NMC battery pack and single cell. Based on the analysis of experimental results, a two-step equivalent circuit model is established to describe the ESC
Get a quoteThis paper proposes a soft short circuit (SC) fault detection method for a parallel battery pack. Since it is impractical to equip current sensors for all the cells in a parallel pack,
Get a quoteThis paper presents a method of detecting a single occurrence of various common faults in a Lithium-ion battery pack and isolating the fault to the faulty PCM, its connecting conductors, and joints, or to the sensor in the pack using a Diagnostic Automata of configurable Equivalent Cell Diagnosers.
Get a quoteSystematic experiments are conducted to study the relationship between battery capacity, internal resistance and temperature. Internal short circuit fault can be diagnosed based on the decay
Get a quoteInternal short circuit (ISCr) is one of the major obstacles that impede the improvement of the battery safety. In this work, a new ISCr detection method based on the symmetrical loop circuit topology (SLCT) for the battery pack is introduced. The SLCT ensures every battery has the same weight in the circuit and every
Get a quoteTo ensure safe and reliable operation of battery packs, it is of critical importance to monitor battery operation status and diagnose battery faults early. This paper proposes a soft short circuit (SC) fault detection method for a parallel battery pack. Since it is impractical to equip current sensors for all the cells in a parallel pack, a
Get a quoteInternal short circuit (ISC) is a serious safety hazard for lithium-ion battery packs. How to comprehensively detect and evaluate ISC in battery packs remains a challenging problem. Motivated by this, this paper proposes an ISC detection method based on the transformation matrix and an ISC resistance calculation method based on an improved
Get a quoteThe circuit is completed and short circuits the system through a resistance of 0.1m-Ohm. As a high current passes through all the cells in the module, the cell temperature rises and quickly attains the trigger temperature for thermal runaway and gas venting. The switch is opened to disconnect the electrical circuit as the cell is now dead.
Get a quoteAbusive lithium-ion battery operations can induce micro-short circuits, which can develop into severe short circuits and eventually thermal runaway events, a significant safety concern in
Get a quoteInternal short circuit (ISC) is a serious safety hazard for lithium-ion battery packs. How to comprehensively detect and evaluate ISC in battery packs remains a challenging
Get a quoteBased on the analysis of the ESC test results involving a localized short circuit in the 4S-2P battery module, the similarities and differences in the response of the local short in module and the individual cell short circuit are summarized as follows: (1) The electrothermal behavior manifested during a local short within the module closely resembles that of an
Get a quoteSystematic experiments are conducted to study the relationship between battery capacity, internal resistance and temperature. Internal short circuit fault can be diagnosed based on the decay of dischargeable capacity. To reduce the computational complexity of estimating state of charge (SOC) and diagnosing faults online, a dual time-scale
Get a quoteAnd adaptive thresholds are set for the detection and localization of faulty cells. To the best of our knowledge, the discrete Fréchet algorithm is presented for the first time in the field of faulty detection of battery packs. The remainder of this paper is organized as follows.
Abusive lithium-ion battery operations can induce micro-short circuits, which can develop into severe short circuits and eventually thermal runaway events, a significant safety concern in lithium-ion battery packs. This paper aims to detect and quantify micro-short circuits before they become a safety issue.
The battery internal short circuit (ISCr) is one of the major obstacles that impede the improvement of the battery safety. Although most of the ISCr incidents only lead to the loss of battery energy and the decline of the battery performance, some of the ISCr incidents do result in the battery thermal runaway accidents (4).
After convergence, the average leakage current for cells 12–22 is 217 mA, with a standard deviation of 11. 7 mA. Thus, the proposed online approach detects SCs within a battery pack, identifies the faulty cell, and quantifies the extent of the SC accurately. 5. Conclusions
Because all of the battery packs are constructed upon the parallel and series circuit topology, the combination of the proposed ISCr detection method for parallel circuits and the former ISCr detection method for series circuits can detect the ISCr in any types of battery packs. Figure 1 (a) provides a symmetrical loop circuit topology (SLCT).
An ISCr detection method for battery pack based on equivalent parameter and consistency method was proposed by the authors’ research team (6). The method can quickly find the early stage ISCr in series circuits by both the nominal parameter change and the true parameter changing caused by the ISCr.
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