2019
DOI: 10.1016/j.est.2019.01.012
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Thermal runaway and thermal runaway propagation in batteries: What do we talk about?

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Cited by 83 publications
(37 citation statements)
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“…43,45 At the pack level, the global committee of EVS-GTR and ISO are working together to find solutions to prevent the TR propagation on-board. 77,78 As the capability of existing cells is increasingly and harshly exploited, we should pay more attention to the ''electrochemical abuse'' that lies underneath the mechanical, electrical, and thermal abuses. Designing visionary standards that can predict failure cases in the future requires a conscious awareness of the safe working window for all kinds of LIBs.…”
Section: Proper Test Methods To Evaluate Safety Performancementioning
confidence: 99%
“…43,45 At the pack level, the global committee of EVS-GTR and ISO are working together to find solutions to prevent the TR propagation on-board. 77,78 As the capability of existing cells is increasingly and harshly exploited, we should pay more attention to the ''electrochemical abuse'' that lies underneath the mechanical, electrical, and thermal abuses. Designing visionary standards that can predict failure cases in the future requires a conscious awareness of the safe working window for all kinds of LIBs.…”
Section: Proper Test Methods To Evaluate Safety Performancementioning
confidence: 99%
“…A plan should also be in place in case batteries undergo thermal runaway during testing. A discussion on thermal runaway is out of the scope of this publication and interested readers should refer to [16][17][18][19]. To maximize safety, all cells should be tested in temperature chambers with significant exhaust ventilation to evacuate fumes quickly in case of failure.…”
Section: Test Preparationmentioning
confidence: 99%
“…To maximize safety, all cells should be tested in temperature chambers with significant exhaust ventilation to evacuate fumes quickly in case of failure. Moreover, temperature should always be monitored as it is an excellent indicator of failure [16][17][18][19]. If cell temperature exceeds 80 • C, all testing should be stopped, and the temperature monitored closely for the next hour.…”
Section: Test Preparationmentioning
confidence: 99%
“…23 Similarly, at the systems level, sensor fault detection using parameters regressed to circuit models, 24 data-driven approaches that quantify probability of failure accounting for mean-time-between-failures, 25 risk assessment through Failure Mode Effects Analysis or similar methods, 26,27 cloud-based fault diagnostics tools, 28,29 and regression of trends from databanks that span different cell-formats and chemistries, 30 have been investigated. Some of the key challenges in predicting the onset of TR include extremely low frequency of its occurrence in the field; lack of a consistent definition 31 for "Thermal Runaway," resulting in mismatch between lab-scale test results and field events; wide variability in test results; limited set of relevant experimental results to validate and parameterize the models; and significant budget increases for testing with growth in the size and complexity of battery test articles. As a result, pattern identification methods such as machine learning 32 or big data analysis 33 have access to limited size training data sets (e.g., cycle-aging or calendaring degradation data collected over several months and safety data collected over a longer time) to yield sufficient confidence in the results.…”
mentioning
confidence: 99%