Safety & Structural Engineering

Thermal Runaway in EVs: Causes and Modern Engineering Solutions

Introduction: A Failure That Feeds Itself

Thermal runaway is the failure mode that concerns EV engineers most, not because it’s common in well-designed battery systems, but because once it begins, it’s a self-sustaining chemical process that’s extremely difficult to stop through conventional firefighting methods. Understanding what actually triggers thermal runaway, and the layered engineering approaches used to prevent and contain it, explains why battery safety engineering looks so different from safety engineering for a conventional fuel tank.

What Thermal Runaway Actually Is

Thermal runaway is a chain reaction within a lithium-ion cell where rising internal temperature triggers exothermic chemical reactions, which release more heat, which accelerates further reactions, in a self-reinforcing cycle that can rapidly escalate from a localized hot spot to a full cell failure releasing flammable gases and, potentially, fire. Once a cell enters this state, the reaction is generally not something that can be halted by simply removing an external heat source, since the cell’s own internal chemistry is now generating heat faster than it can dissipate.

What Triggers Thermal Runaway

Internal Short Circuits

Manufacturing defects, physical damage from a collision, or lithium dendrite growth from repeated fast charging or cold-weather charging can create an internal short circuit within a cell, generating localized heat that can initiate the thermal runaway process even without any external trigger.

External Heat Exposure

Exposure to external heat sources, whether from a fire elsewhere in the vehicle, extreme ambient temperature, or a failure in the battery’s own thermal management system, can raise a cell’s temperature past the threshold where its internal chemistry becomes self-sustaining, even if the cell itself had no pre-existing internal defect.

Overcharging and Overdischarging

Charging a cell beyond its designed voltage limit, or discharging it below its minimum safe voltage, can destabilize the cell’s internal chemistry in ways that increase thermal runaway risk, which is why battery management systems enforce strict voltage limits and why a functioning BMS is a critical safety component, not simply a performance optimization feature.

The Role of Nail Penetration and Abuse Testing

Battery manufacturers and independent testing labs use standardized abuse tests, including nail penetration tests that deliberately puncture a cell to create an internal short circuit under controlled conditions, to evaluate how a given cell chemistry and pack design responds to a worst-case internal fault scenario. These tests provide empirical data on propagation behavior and time-to-failure that directly informs thermal barrier design and venting system engineering, rather than relying purely on theoretical modeling of how a fault might behave inside a sealed battery pack.

Engineering Solutions: Preventing Runaway From Starting

Cell-Level Design

Cell manufacturers incorporate internal safety features including pressure relief vents that release gas buildup before it can rupture the cell casing uncontrolled, and separator materials engineered to shut down ion flow if internal temperature rises past a critical threshold, providing a first line of defense that operates entirely within the individual cell before any pack-level system needs to intervene.

Battery Management System Monitoring

The battery management system continuously monitors individual cell voltage, temperature, and, in more sophisticated systems, internal impedance, looking for early warning signs of a developing fault before it progresses to thermal runaway, allowing the system to isolate a suspect cell or module, or alert the driver, well before a full runaway event could begin.

Thermal Management System Design

Active liquid cooling systems keep cells within a safe operating temperature range during normal use, including fast charging and sustained high-power driving, reducing the likelihood that thermal stress alone triggers runaway even in cells operating at the edge of their designed thermal envelope.

Why Cell Chemistry Affects Thermal Runaway Severity

Not all lithium-ion chemistries carry equal thermal runaway risk; lithium iron phosphate (LFP) cells generally exhibit higher thermal runaway onset temperatures and less severe energy release during a runaway event compared to higher-energy-density nickel-manganese-cobalt (NMC) chemistries, a trade-off that has made LFP an increasingly popular choice for applications where thermal stability is prioritized over maximum energy density, even though NMC still offers a meaningful range advantage per unit of pack mass.

Engineering Solutions: Containing Runaway If It Starts

Thermal Propagation Barriers

Even with strong prevention measures, battery pack design typically assumes that a single cell failure is possible and focuses significant engineering effort on preventing that failure from propagating to adjacent cells. This is typically achieved through dedicated thermal barrier materials placed between cells or modules, engineered specifically to absorb and redirect heat away from neighboring cells long enough to prevent a cascading, pack-wide thermal event from a single initial cell failure.

Directed Venting

Battery pack enclosures increasingly incorporate directed venting pathways that channel hot gases released during a cell failure away from the passenger compartment and toward a safe exterior release point, rather than allowing pressure and heat to build uncontrolled within the sealed enclosure itself.

Regulatory Requirements Addressing Thermal Runaway

Regulatory bodies have increasingly codified thermal runaway protection requirements directly into vehicle safety standards, including provisions requiring a minimum warning period between thermal runaway onset and any resulting fire reaching the passenger compartment, giving occupants time to exit the vehicle safely. This shift from purely voluntary engineering best practice toward binding regulatory requirement has pushed thermal propagation barrier design from an optional safety enhancement toward a mandatory compliance element across major vehicle markets. This regulatory pressure has directly shaped how manufacturers approach thermal barrier material selection and pack architecture, since demonstrating compliance with mandated escape-time windows now requires empirical validation testing rather than engineering judgment alone, adding a formal certification step to what was previously handled largely through internal safety standards.

Why Thermal Runaway Fires Are Difficult to Extinguish

Because thermal runaway is a self-sustaining chemical reaction rather than a conventional combustion fire dependent on external oxygen and fuel supply, standard firefighting methods that work by removing oxygen or fuel from a fire are often ineffective at stopping the underlying reaction. Fire services responding to EV battery fires typically use large volumes of water primarily for cooling purposes, to reduce the temperature of adjacent, still-stable cells and slow propagation, rather than expecting to fully extinguish the reaction within an already-runaway cell, a firefighting approach that differs meaningfully from conventional vehicle fire response.

Solid-State Batteries and Thermal Runaway Risk

Solid-state batteries, by eliminating the flammable liquid electrolyte present in conventional lithium-ion cells, are generally understood to offer improved thermal stability and reduced thermal runaway risk, since there’s no volatile liquid component to combust even if a cell does experience an internal fault. This doesn’t eliminate thermal runaway risk entirely, since the underlying electrode materials can still undergo exothermic reactions under sufficiently extreme conditions, but it does meaningfully change the risk profile compared to conventional liquid-electrolyte cells.

Conclusion

Thermal runaway represents a fundamentally different safety engineering challenge than conventional vehicle fire risk, requiring a layered approach spanning cell-level safety features, continuous battery management system monitoring, active thermal management, and pack-level propagation barriers, each addressing a different point where the failure chain could otherwise progress. As battery chemistry continues evolving, particularly toward solid-state designs that eliminate the flammable liquid electrolyte at the heart of conventional thermal runaway risk, this multi-layered engineering approach continues to adapt alongside the underlying cell technology itself.

For further technical detail on battery safety engineering, see the SAE International technical paper library.