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Electrical, Electronics & Batteries

One Cell, Then the Pack: Thermal Runaway Propagation

Whether a single cell failure stays contained or consumes an entire pack is a design question — and after an incident, it becomes the central forensic question.

July 25, 2026 · 6 min read

The short answer

A single lithium-ion cell failure escalates to a full battery pack fire when the cell in thermal runaway heats its neighboring cells past their own onset temperature and the failure walks through the pack, with each cell that goes adding its own energy to the process. Whether that chain continues depends on pack design decisions: cell spacing, the thermal conductivity of the materials between cells, barriers or intumescent layers, venting paths, and the thermal management system’s ability to remove heat during the event. In a well-designed pack, a single cell entering thermal runaway is a contained, survivable event, and propagation, not initiation, is usually what separates a warranty claim from a catastrophic loss. After an incident, a defensible investigation has to separate the cell-level question of which cell went first and why from the system-level question of whether the pack should have contained it.

What this article establishes

  • Most serious lithium-ion battery incidents are not really about one cell: a single cell entering thermal runaway is a contained, survivable event in a well-designed pack, and propagation, not initiation, is usually what separates a warranty claim from a catastrophic loss.
  • A lithium-ion cell in thermal runaway can push adjacent cells past their own onset temperature through conducted heat, hot vented gas and ejecta, radiant heat if the vented gas ignites, and external short circuits created by ejected material.
  • Whether thermal runaway propagation continues through a battery pack depends on pack design decisions: cell spacing, the thermal conductivity of the materials between cells, barriers or intumescent layers, venting paths that direct hot gas away from other cells, and whether the thermal management system can remove heat during the event rather than merely during normal operation.
  • After a battery pack incident, initiation (which cell went first, and why) points toward the cell manufacturer or the conditions of use, while propagation (whether the pack should have contained the failure) points toward the pack integrator and the system designer; a cell defect and a propagation-control deficiency are distinct failures that can coexist in the same incident.
  • Establishing the origin cell in a largely consumed battery pack sounds impossible and generally is not, using damage severity grading, CT and X-ray imaging, melting and annealing patterns on busbars and structure, and surviving battery management system logs.
  • A failed battery pack is both evidence and a hazard: it should not be discarded, charged, cleaned, or disassembled, and the charging equipment, the BMS and any stored data, and the installation context are all part of the record.

Does a single failed lithium-ion cell cause a catastrophic battery pack fire?

Usually not by itself: most serious lithium-ion battery incidents are not really about one cell. A single cell entering thermal runaway is a contained, survivable event in a well-designed lithium-ion battery pack. The incidents that produce large losses are the ones where that first cell heated its neighboring cells past their own onset temperature, and the failure walked through the pack. Thermal runaway propagation, not initiation, is usually what separates a warranty claim from a catastrophic loss.

How does thermal runaway spread from one lithium-ion cell to the rest of a battery pack?

Thermal runaway spreads through a lithium-ion battery pack when a cell in runaway pushes an adjacent cell past that cell’s own onset temperature, and each adjacent cell that goes adds its own energy to the process. A lithium-ion cell in thermal runaway releases energy by several routes at once. It conducts heat through direct contact with adjacent cells and through the structure holding them. It vents hot gas and ejecta, which can heat neighboring cells convectively and, if the gas ignites, radiatively. Ejected material can create external short circuits between nearby cells or busbars. Each of these paths can push an adjacent cell past its onset temperature.

Whether the chain of thermal runaway propagation continues depends on battery pack design decisions: cell spacing, the thermal conductivity of the materials between cells, the presence and performance of barriers or intumescent layers, venting paths that direct hot gas away from other cells rather than across them, and the thermal management system’s ability to remove heat during the event rather than merely during normal operation.

Thermal runaway propagation in battery packs has become one of the more active areas in battery safety research. Recent work has developed methods for assessing uncertainty in propagation behavior (Applied Thermal Engineering, 2024) and evaluated active suppression using mini-channel cooling structures (2023), while surrogate modeling approaches aim to make pack-level propagation prediction tractable without full physical testing of every configuration (IEEE RAMS 2026).

What are the forensic questions after a lithium-ion battery pack fire?

After a lithium-ion battery pack incident, two forensic questions run in parallel — initiation and propagation — and they have different answers and often different responsible parties. The first question is initiation: which cell went first, and why. Initiation is a cell-level investigation — internal short, separator defect, manufacturing contamination, overcharge, mechanical damage, external heat — and it points toward the cell manufacturer or the conditions of use.

The second question is propagation: given that one cell failed, should the battery pack have contained it. Propagation is a system-level question about pack architecture, barrier materials, venting design, and the thermal management strategy, and it points toward the pack integrator and the system designer. A defensible battery pack investigation has to separate initiation from propagation, because a cell defect and a propagation-control deficiency are distinct failures that can coexist in the same incident.

Can investigators identify the origin cell in a burned lithium-ion battery pack?

Generally yes: establishing the origin cell in a lithium-ion battery pack that has largely been consumed sounds impossible and generally is not. Damage severity typically grades away from the initiation site. Non-destructive imaging — CT and X-ray — locates internal damage and can identify cells whose internal structure indicates they failed from the inside rather than being cooked from outside. Melting and annealing patterns on busbars and structure record the thermal gradient. Where they survive, battery management system (BMS) logs provide voltage, current, and temperature history that can identify which cell diverged first and under what conditions.

Standards work is relevant throughout a lithium-ion battery pack investigation: UL 1642 and UL 2054, IEC 62133, and UN 38.3 for transport all bear on what the cell and pack were required to withstand, and on whether the qualification testing performed matched the conditions the product actually met in service.

How should a failed lithium-ion battery pack be preserved after an incident?

A failed lithium-ion battery pack should not be discarded, charged, cleaned, or disassembled, and it should be stored safely and isolated from heat and moisture, because a failed battery pack is both evidence and a hazard. Beyond the battery pack itself, the charging equipment, the battery management system (BMS) and any stored data, and the installation context are all part of the record. Altering the cell can destroy the proof of what happened and weaken the case that depends on it.

For the cell-level mechanisms of lithium-ion battery failure and the full examination protocol, see the Failure Analysis Institute’s specialization area on lithium-ion battery failure analysis.

For informational purposes only. Not engineering or legal advice, and not an opinion on the cause of any specific failure or on the conduct of any party.

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The practice area

failure-analysis assistanttriage · not a substitute for an expert
Happy to. Tell me what failed, how it failed, and whether the failed part and the scene are still preserved. That last one often decides what can still be established.