Battery thermal events in electric vehicles begin with subtle chemical changes that produce trace gases well before temperature increases become detectable. Current data shows that early-stage cell degradation can release diagnostic gases like CO, CO2, and H2 at concentrations as low as 10-100 ppm, providing a critical window for intervention before thermal runaway occurs.

The engineering challenge centers on developing sensing systems that can reliably detect and differentiate between normal off-gassing during operation and the specific gas signatures that indicate impending cell failure—all while operating in the demanding automotive environment.

This page brings together solutions from recent research—including selective gas sensor arrays, aspiration-based multipoint monitoring systems, impedance-based diagnostic methods, and active thermal control mechanisms. These and other approaches focus on early detection and automated response to prevent cascade failures in EV battery packs.

1. Sensors Innovations for Smart Lithium-Based Batteries: Advancements, Opportunities, and Potential Challenges

jamile mohammadi moradian, amjad ali, xuehua yan - Springer Science+Business Media, 2025

Abstract Lithium-based batteries (LiBs) are integral components in operating electric vehicles to renewable energy systems and portable electronic devices, thanks their unparalleled density, minimal self-discharge rates, favorable cycle life. However, the inherent safety risks performance degradation of LiB over time impose continuous monitoring facilitated by sophisticated battery management (BMS). This review comprehensively analyzes current state sensor technologies for smart LiBs, focusing on advancements, opportunities, potential challenges. Sensors classified into two primary groups based application: optimization. Safety sensors, including temperature, pressure, strain, gas, acoustic, magnetic focus detecting conditions that could lead hazardous situations. Performance optimization such as optical-based electrochemical-based, monitor factors charge health, emphasizing operational efficiency lifespan. The also highlights importance integrating these sensors with advanced algorithms control approaches optimize charging discharge cycles. Potential advancements driven nanotechnolo... Read More

2. Experimental and Simulation-Based Study on Thermal Runaway Characteristics of 18650 Lithium-Ion Batteries and Thermal Propagation Patterns in Battery Packs

yao yao, peng xu, lei gao - Multidisciplinary Digital Publishing Institute, 2025

The thermal runaway of lithium-ion batteries is a critical factor influencing their safety. Investigating the characteristics essential for battery safety design. In this study, 18650 under different SOCs were systematically analyzed by experiment and simulation. It was found that at high SOC (100%), highly lithium state accelerated lattice oxygen release, promoted formation LiNiO intensified electrolytic liquid oxygenation combustion, while low (20%), reduction environment dominated, metal Ni residual graphite significantly enriched. Gas analysis shows CO2 H2 account more than 80%, proportion regulated SOC. Temperature pressure monitoring showed increase in increased peak temperature (100% up to 508.4 C) (0.531 MPa).The simulation results show when pack out control, ejection fire explosion wave are concentrated middle upper region (overpressure 0.8 MPa). This study reveals mechanism which affects path product gas generation regulating oxidation/reduction balance, lays theoretical foundation safe design quantitative evaluation runaway.

3. Battery Pack Fire Suppression System with External Gas Detection and Targeted Suppressant Release

KIDDE TECHNOLOGIES INC, 2025

Fire suppression system for battery packs in vehicles that uses external gas detectors to monitor for gas leaks from failing cells. The system has a detector outside each battery module with tubes connecting to its gas ports. Fans push air through the tubes to the detectors. The detectors sense hydrogen and carbon monoxide concentrations. If thresholds are exceeded, an alarm is triggered and a controller releases fire suppressant into the packs. This allows targeted cooling and suppression of cell failures without fully discharging the packs.

4. Comprehensive Study of the Gas Volume and Composition Generated by 5 Ah Nickel Manganese Cobalt Oxide (NMC) Li-Ion Pouch Cells Through Different Failure Mechanisms at Varying States of Charge

gemma e howard, katie c abbott, jonathan e h buston - Multidisciplinary Digital Publishing Institute, 2025

Lithium-ion batteries risk failing when subjected to different abuse tests, resulting in gas and flames. In this study, 5 Ah nickel manganese cobalt oxide (NMC) pouch cells were external heating; overcharge at rates of 2.5, 10 A; nail penetration. Tests conducted air N2 atmospheres. Additional heat tests performed on 5, 25, 50, 75% SoC two, three, four cell blocks. Gas volumes calculated, the composition was given for H2, CO, CO2, C2H4, C2H6, CH4, C3H6, C3H8. For under an atmosphere 100% SoC, volume varied between methods: 3.9 L (external heat), 6.4 (overcharge), 8.9 (nail penetration). The found predominantly contain CO all methods; however, higher concentrations H2 present N2. External SoCs showed that decreased with SoC. Overall, type method can have a large effect produced by failure.

5. Surface oxygen drives electrolyte degradation at Ni-rich battery cathodes

ifan e l stephens, daisy b thornton, ieuan d seymour - Research Square, 2025

<title>Abstract</title> The rapid uptake of lithium-ion batteries for large scale electric vehicle and energy storage applications requires a deeper understanding the degradation mechanisms that contribute to fading performance. Capacity fade arises because complex interlinking such as phase transitions, electrolyte decomposition transition metal dissolution. These reactions are still poorly understood; however, many them evolve gases side product. Here we present detection gaseous species evolving from operating with chip-based electrochemistry mass spectrometry. We observe oxygen (O2) evolution Li(Ni0.8Mn0.1Co0.1)O2 (NMC811) cathode, solvent CO2 CO. study isotopically labelled NMC monitor where lattice is incorporated into oxidation products. A previously unobserved deleterious catalytic CO mechanism identified provide first direct evidence loss coupled on oxide surface, rather than by reactive species. also report difference in onset potential quantify extent between EC containing EC-free electrolytes. ensuing newly deconvoluted will facilitate development longer lasting batteries... Read More

6. Gas Detection Device with Combined Thermal-Conductivity and Porous Adsorption Sensors Featuring Overvolted Thermistor

SEMITEC CORP, 2025

Gas detection device with enhanced sensitivity and accuracy by using a combination of a thermal-conductivity-type gas sensor and a gas sensor that detects specific gases using a porous adsorption material. The thermal-conductivity-type gas sensor has a thermistor that is overvolted to put it in thermal runaway. This increases sensitivity. The porous adsorption sensor detects specific gases by desorption. By overvolting, both sensing methods can be selectively used by changing voltage.

US12298191B2-patent-drawing

7. Battery Pack Gas Sensing System with Fan-Driven Gas and Particulate Detection

CARRIER CORP, 2025

Detecting thermal runaway events in battery packs of electric vehicles using a gas sensing system. The system has a fan, tubes, and sensor inside the battery pack. The fan pulls gases and particulates from the pack through the tubes and throws them onto the sensor. The sensor detects changes in stimuli like gas concentration exceeding a threshold indicating thermal runaway. This allows early warning of pack fires by detecting gases before the BMS shuts down.

8. Battery System with Multi-Sensor Array for Enhanced Cell Fault Detection in Sealed Packs

PRIME PLANET ENERGY & SOLUTIONS INC, 2025

Battery system with improved detection of cell abnormalities in sealed battery packs. The system uses multiple sensors inside the pack to accurately detect cell faults. It has a first pressure sensor in the pack and a second sensor that measures pack pressure, temperature, gas, and cell voltage. If the pack pressure exceeds a threshold and the second sensor values exceed thresholds, it indicates a cell fault. This provides early detection of cell issues compared to just monitoring pack pressure.

9. Proactive Multisensory Solution for Mitigating Thermal Runaway Risks in Li-Ion Batteries

uladzimir fiadosenka, linxi dong, chenxi yue - Belarusian State University of Informatics and Radioelectronics, 2025

The paper presents the concept and modeling results of a multisensor system designed to prevent thermal runaway in lithium-ion batteries. This is especially true for LCO, NMC NCO integrates three types sensors: capacitive pressure sensor, gas sensor based on metal oxide semiconductor, platinum temperature sensor. Moreover, all sensors are located single chip, which ensures increased reliability safety, minimizing risks fire, explosion, or damage Three battery operating modes proposed: normal, hazardous, critical. In normal mode, concentration remain at safe levels, while hazardous they begin increase, indicating possible onset destructive reactions. critical reaches can lead damage, explosion. was modeled using COMSOL Multiphysics 6.1 package finite element method. approach helps improve safety batteries by solving problems monitoring their condition. scalability makes it suitable applications both portable electronics electric vehicles.

10. Device with Annular Flow Path and Inner-Outer Electrode Configuration for Measuring Fluid Aeration via Electrical Properties

SOUTHWEST RESEARCH INSTITUTE, 2025

A device and method for measuring fluid aeration in applications like electric vehicle fluids by evaluating electrical properties like conductivity or capacitance. The device has inner and outer electrodes enclosing an annular flow path between them. The electrode sizes and flow control ensure consistent fluid velocity and cross-sectional area through the annular path. This allows accurate measurement of electrical properties to determine aeration levels.

US2025123230A1-patent-drawing

11. Battery Leakage Inspection System with Sealing Box and Switchable Component Connectivity

WUXI LEAD INTELLIGENT EQUIPMENT CO LTD, 2025

A leakage inspection system for batteries with high efficiency and reduced reset time. The system uses a sealing box to contain the battery during inspection. Multiple inspecting components, like detectors, are connected to the box. They can be switched between communication with the box cavity, inspecting mode, and disconnected mode. This allows the components to be quickly swapped out between inspections without waiting for residual gas to dissipate. The box can also be moved between sealing and inspection positions using a rack and lift mechanism. This enables efficient workflow by avoiding long reset times.

12. Battery Module with Fluid Conductivity Sensor for Early Thermal Runaway Detection

PLASTIC OMNIUM CLEAN ENERGY SYSTEMS RESEARCH, 2025

Battery module for a vehicle that can detect thermal runaway early to prevent spread and fires. The battery module has a fluid monitoring device inside the housing to detect pollution fluids escaping from cells. It uses an electrical conductivity sensor to measure changes in the fluid conductivity caused by escaped cell fluids. If conductivity spikes, it indicates a cell failure and triggers selective thermal regulation to isolate and prevent spread. This allows diagnosing cell failures early without temperature sensors on each cell.

13. Battery Housing Pressure Monitoring System for Early Detection of Thermal Runaway in Electric Vehicle Cells

VITESCO TECHNOLOGIES GMBH, 2025

Early detection of battery cell thermal runaway in electric vehicle traction batteries to prevent fires and explosions. The method involves monitoring the internal pressure of the battery housing using a pressure sensor. Thermal runaway in the cells generates gas, causing pressure to rise. By continuously monitoring pressure and comparing against thresholds, runaway can be detected early before excessive gas generation. This allows proactive intervention to prevent catastrophic failure.

14. Operando monitoring of gassing dynamics in lithium-ion batteries with optical fiber photothermal spectroscopy

tianye zheng, haihong bao, feifan chen, 2025

Gaseous molecules are an inherent byproduct of (electro-)chemical reactions in lithium-ion battery cells during both formation cycles and long-term operation. While monitoring gas evolution can help understand chemistry predict performance, the complex nature dynamics makes conventional mass spectrometry approaches insufficient for real-time detection. Here, we present a radically different methodology operando analysis batteries using optical fiber photothermal spectroscopy. By placing hollow-core inside cell, evolved gases rapidly diffuse into hollow core fiber, enabling spectroscopy which precisely selectively quantifies their concentrations without altering internal operation cell. This approach facilitates identification individual gaseous species, thereby reaction pathways. Collectively, show that evolutions C2H4 CO2 closely associated with solid electrolyte interphase, selection salts, inclusion specific additives. Significantly, confirm first time spontaneous CO2, occurs exclusively presence LiPF6 salt. Beyond scope batteries, presented here offers substantial potential broad... Read More

15. Gas Generation in Lithium-Ion Batteries: Mechanisms, Failure Pathways, and Thermal Safety Implications

tianyu gong, xixin duan, yan shan - Multidisciplinary Digital Publishing Institute, 2025

Gas evolution in lithium-ion batteries represents a pivotal yet underaddressed concern, significantly compromising long-term cyclability and safety through complex interfacial dynamics material degradation across both normal operation extreme thermal scenarios. While extensive research has focused on isolated gas generation mechanisms specific components, critical knowledge gaps persist understanding cross-component interactions the cascading failure pathways it induced. This review systematically decouples at cathodes (e.g., lattice oxygen-driven CO2/CO high-nickel layered oxides), anodes stress-triggered solvent reduction silicon composites), electrolytes (solvent decomposition), auxiliary materials (binder/separator degradation), while uniquely establishing their synergistic impacts battery stability. Distinct from prior modular analyses, we emphasize that: (1) emerging systems exhibit fundamentally different thermodynamics compared to conventional materials, exemplified by sulfide solid releasing H2S/SO2 via unique anionic redox pathways; (2) crosstalk between components creates ... Read More

16. Advances in Early Warning of Thermal Runaway in Lithium‐Ion Battery Energy Storage Systems

duzhao han, juan wang, chengxian yin - Wiley, 2025

Abstract Thermal runaway is a critical safety concern in lithiumion battery energy storage systems. This review comprehensively analyzes stateoftheart sensing technologies and strategies for early detection warning of thermal events. The primary inducing factors, evolution mechanism, characteristic reactions at various stages are discussed. Detectable signals during runaway, including temperature, gas emissions, pressure, strain, acoustic signals, examined, along with advancements corresponding technologies. importance sensor implantation, collaboration, communication within cells highlighted, as well the development intelligent algorithms models. Miniaturized, integrated, arrayed sensors identified an inevitable trend advancing monitoring Intrinsically safe design future systems, considering distinct characteristics emerging technologies, crucial enhancing reliability. Future research shall focus on developing advanced realtime, situ monitoring, establishing new paradigm diagnosis using algorithms, integrating models these accurate state estimation warnings. provides ... Read More

17. Detection toward early-stage thermal runaway gases of Li-ion battery by semiconductor sensor

zixuan teng, cheng lv - Frontiers Media, 2025

While achieving remarkable commercial success, lithium-ion battery (LIBs) carry substantial safety risks associated with potential thermal runaway during widespread applications. When operated under complex working conditions, particularly in high-temperature and high-pressure environments, the internal galvanic reactions within these batteries may escalate uncontrollably. During early stages of LIBs runaway, amounts characteristic gases such as H 2 , CO, CO are released. Safety assess ent current status can be achieved through detecting indicative gas concentrations, thereby enabling efficient safe utilization LIBs. This study provides a mini review research on semiconductor sensors for two key dimensions. Firstly, mechanisms governing entire process elucidated, explicit analysis generation patterns detectable speciation. Subsequently, categorically examines progress targeting four critical categories: carbon oxides, hydrogen, hydrocarbons, volatile electrolytes. work establishes theoretical framework technical reference researchers related fields to advance sensor development, whil... Read More

18. Gas Detection System with Sliding Die and Chamber for Identifying Battery Module Cell Case Defects

LG ENERGY SOLUTION LTD, 2025

Gas detection system for accurately and rapidly identifying damaged cells in battery modules to enable sorting during manufacturing. The system uses a sliding die to move the module into a chamber with multiple gas sensors below it. Circulating gas is purged and then detected by the sensors. This allows locating cells with damaged cases that leak gases. The sliding die and chamber movement allows accessing the module bottom where cracks are more likely. The system enables sorting cells with case defects before module assembly completion.

19. Electrochemical Cell with Vitreous Carbon Electrodes and Gas Analysis Capability for High-Temperature Solid-State Battery Testing

COMMISSARIAT A LENERGIE ATOMIQUE ET AUX ENERGIES ALTERNATIVES, 2025

Electrochemical cell for testing solid-state batteries at high temperatures with simultaneous measurement of generated gases. The cell has two vitreous carbon electrodes in a ceramic or PEEK cell body with inlet/outlet for carrier gas. It allows testing solid-state batteries while capturing and analyzing gases generated during cycling. The cell body prevents adsorption/corrosion of gases by using non-conductive ceramic or PEEK. The electrodes are fixed to protuberances that move together to apply pressure. This allows testing high pressure solid-state batteries while containing gases.

20. Numerical Model of the Heat-Wait and Seek and Heating Ramp Protocol for the Prediction of Thermal Runaway in Lithium-Ion Batteries

antonio gil, javier monsalveserrano, javier marcogimeno, 2025

&lt;div class="section abstract"&gt;&lt;div class="htmlview paragraph"&gt;Interest in Battery-Driven Electric Vehicles (EVs) has significantly grown recent years due to the decline of traditional Internal Combustion Engines (ICEs). However, malfunctions Lithium-Ion Batteries (LIBs) can lead catastrophic results such as Thermal Runaway (TR), posing serious safety concerns their high energy release and emission flammable gases. Understanding this phenomenon is essential for reducing risks mitigating its effects. In study, a digital twin an Accelerated Rate Calorimeter (ARC) under Heat-Wait-and-Seek (HWS) procedure developed using Computational Fluid Dynamics (CFD) framework. The CFD model simulates heating cell during HWS procedure, pressure build-up within LIB, gas venting phenomena, exothermic processes LIB degradation internal components. validated against experimental NCA 18650 similar conditions, focusing on temperature domain pressure. effectively captures heat released by undergoing TR through convection radiation surrounding air while providing temporal spatial resolution compo... Read More

21. Battery Thermal Runaway Detection System with Multi-Sensor Monitoring and Selective Activation Mechanism

22. Battery Pack Monitoring System with Piezoelectric Sensors for Detecting Thermal Runaway via Dimensional Changes

23. Battery Gas Atmosphere Thermal Conductivity Sensor for Early Detection of Thermal Runaway Events

24. Acoustic Sensor-Based System for Detecting Thermal Runaway in Battery Cells Through Infrasound Analysis

25. Battery Pack Degassing Unit with Gas Sensor and Processor for Thermal Runaway Prediction

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