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Battery Thermal Management 101

Why are battery thermal management systems important? In the electrifying world of modern technology, where portable gadgets have become an integral part of our daily lives, the role of lithium-ion batteries cannot be overstated. These compact powerhouses efficiently store and release energy, but hidden within their sleek exteriors is a complex interplay of heat and power that requires meticulous understanding.

Can-style cylindrical lithium-ion battery cell
A can-style cylindrical lithium-ion cell, one of the common battery form factors that battery thermal management systems must accommodate.

However as the world transitions towards electric vehicles, the need for good battery thermal management is getting more and more attention. Both EV startups like Tesla, Rivian, and Lucid and traditional automotive giants such as Hyundai, Volkswagen, and General Motors are wholeheartedly adopting the EV trend. The primary driving forces behind this shift are climate change concerns and the uncertainty behind conventional fossil fuels, such as gasoline — the same forces driving the industry’s broader push toward automotive sustainability. Nevertheless, a significant challenge in the widespread adoption of EVs lies in effectively addressing thermal management issues.

Overheated battery pack showing signs of poor thermal management
An overheated battery pack showing visible signs of poor battery thermal management, including swelling and heat damage.

The electronics industry is no stranger to the problems regarding the accumulation of heat in portable gadgets, with temperature alone being responsible for approximately 42% of all electronic malfunctions. The Samsung Galaxy Note7 is still banned from airplanes due to the risk of fires and explosions. However, the size of the battery is much larger in an EV compared to a smart device thus magnifying the necessity for excellent battery thermal management. In this article, we embark on a journey into the heart of Li-ion batteries, delving into the fascinating realm of thermal models.

The Consequences of Thermal Runaway in Battery Thermal Management Systems:

Before delving into the complexities of thermal models, let’s first examine the significance of comprehending the thermal behavior of Li-ion batteries. Among the potential pitfalls in battery technology, thermal runaway stands out as a particularly alarming scenario.

Chart of thermal effects on lithium-ion battery performance
This chart shows how temperature affects lithium-ion battery performance, underscoring why battery thermal management is critical to safety and longevity.

What is a battery thermal Runaway?

A battery thermal runaway occurs when one exothermal process sets off a chain reaction, ultimately leading to an unmanageable rise in temperature. This escalation can lead to the battery’s destruction or, in more severe instances, even a fire. A comprehensive thermal model is the key to preventing such disasters and optimizing battery performance.

Thermal Impact on a Battery Management System

Understanding the thermal impact on the Battery Management System (BMS) is crucial due to its influence on various critical processes. Ion transport, electron transfer, diffusion, heat transfer, mass transfer, mechanical expansion, and chemical reactions within the battery are all temperature-dependent. Failures in inverters and battery chargers often occur due to thermal effects, primarily stemming from mechanical and material issues rather than electrical faults.

Diagram of thermal impact on battery management system processes
This diagram maps the thermal impact on a battery management system (BMS), showing the temperature-dependent processes that battery thermal management must control.

Temperature plays a significant role in every aspect of battery performance, including power and energy availability, system efficiency, charge acceptance, safety, reliability, and overall life cycle and calendar life. Thermal management is essential, particularly in automotive applications, where maintaining a Safe Operating Area (SOA) necessitates effective cooling or heating of an EVs battery.

Chart of the safe operating temperature area for a battery
This chart defines the Safe Operating Area (SOA) temperature range a battery thermal management system must maintain for safe, reliable operation.

Modeling Approach of a Battery:

To comprehend the thermal behavior of Li-ion batteries, engineers and researchers employ sophisticated modeling techniques. Various approaches for deducing battery parameters include electrochemical methods, mathematical formulations, circuit-oriented techniques, and data-driven analyses.

Diagram of battery thermal modeling approaches
This diagram outlines the main battery thermal modeling approaches, including electrochemical, circuit-oriented, and data-driven methods used to predict thermal behavior.

To streamline computations, the SP model was devised specifically for situations involving low-rate charge and discharge. These models simulate the complex interactions between electrical, thermal, and chemical processes within the battery, providing valuable insights for design optimization and safety enhancement.

Simulated temperature distribution of a prismatic cell during discharge
This simulated temperature distribution of a 40 Ah prismatic cell after 2 minutes of 200 A constant discharge shows how heat concentrates within a battery cell during high-current use.
Infrared image showing temperature hotspots on a battery cell
This enhanced-contrast infrared image confirms that measured hotspot locations on a battery cell match the predictions of the thermal model, validating the modeling approach.

Battery Thermal Management: Thermal Network Model:

One commonly used approach is the Thermal Network Model, which represents the battery as a network of interconnected thermal elements. The thermal network approach is derived from energy balance
equations.

Energy balance equation used in the thermal network model
This energy balance equation forms the basis of the thermal network model used to represent a battery as a system of interconnected thermal elements.

Each element corresponds to a specific component of the battery, such as the anode, cathode, and electrolyte. By modeling these components individually, engineers can analyze the temperature distribution and heat flow within the battery during operation.

The Importance of Thermal Conductivity in Battery Thermal Management

Thermal conductivity is a material property that defines a material’s capacity to conduct heat. A material with a high thermal conductivity, as seen in most metals, will heat up rapidly compared to a material with low thermal conductivity, such as wood. The unit of measurement for thermal conductivity is W/mK (Watts per meter Kelvin).

Electric vehicle battery fire caused by thermal runaway
An electric vehicle battery fire caused by thermal runaway, illustrating the real-world stakes of effective battery thermal management and material selection.

In the context of electric vehicles, thermal conductivity plays a pivotal role in effective thermal management. Materials with high thermal conductivity facilitate the swift dissipation of generated heat from the battery pack. Conversely, materials exhibiting low thermal conductivity can function as thermal barriers, impeding the spread of fires to other parts of the vehicle. Various techniques exist for battery thermal management, with the use of phase change materials becoming increasingly prevalent.

Battery Thermal Interface Materials (TIM)

Thermal interface materials (TIMs) are the broader category of materials engineers use to fill air gaps and improve heat transfer between battery cells, modules, and the cooling system. Air is a poor thermal conductor, so even microscopic gaps between two surfaces can significantly increase thermal resistance; TIMs eliminate those gaps and provide a consistent, reliable path for heat to travel away from the cells. The main types of battery thermal management materials include:

  • Gap fillers/gap pads — compliant, thermally conductive pads or dispensed compounds placed between the battery cells or modules and the cooling plate, filling irregularities in the mating surfaces.
  • Thermal pastes and greases — viscous compounds that fill microscopic air gaps between tightly interfacing surfaces, such as a cell and a cooling plate.
  • Thermally conductive adhesives and tapes — bond cells directly to cooling plates in structural battery designs, providing both thermal contact and mechanical stability while eliminating the need for separate fasteners.
  • Flexible graphite sheets — offer high in-plane thermal conductivity and are used to spread heat laterally and limit thermal propagation between adjacent cells.
  • Phase change materials (PCM) — absorb and temporarily store heat energy during a material phase transition, covered in more detail below.

Selecting a TIM involves more than maximizing thermal conductivity alone. Adhesion strength, coefficient of thermal expansion, and elastomeric modulus all affect how well the material maintains contact and stays effective over the vehicle’s operating life, particularly as the industry shifts from modular “cell-to-pack” designs toward structural “cell-to-chassis” designs that place new demands on TIM selection.

Using Phase Change Material for Battery Thermal Management

The concept of utilizing phase change material (PCM) for the temporary storage of heat energy is firmly established and finds application in various fields, particularly in stationary civil and energy engineering. This principle could potentially aid in minimizing cooling requirements for automotive battery packs and alleviating peak loads, allowing for the implementation of more compact battery thermal management systems. The critical factor for a successful application in the automotive sector lies in the careful selection of material, considering factors such as transition temperature, high specific heat of fusion, and thermal conductivity.

Examples of common phase change materials for battery cooling
Examples of common phase change materials (PCMs) used in battery thermal management to absorb and temporarily store heat energy.

Thermal properties of a batteries

The reaction of batteries to external temperature variations and internal heat generation significantly relies on the thermal material properties of the cells, specifically the specific heat capacity and thermal conductivity.

Table of estimated thermal properties for selected battery cell types
This table lists estimated specific heat capacity and thermal conductivity values for several battery cell types, key inputs for battery thermal management design.

Obtaining information about these values is crucial for designing an effective battery thermal management system, although it can be challenging to get this information. The precise values for specific cells are strongly influenced by factors like form factor, casing material, and thickness. These values can be derived either through calculations based on individual components and their respective mass fractions or through experimental determination.

Thermal imaging camera used for battery temperature analysis
A thermal imaging camera used to measure surface temperature distribution across a battery pack during thermal testing.

In thermal analysis of batteries, capturing the nuances of cell behavior involves using Finite Element Analysis (FEA) to model non-electrochemical hardware. This includes estimating resistances of components based on their geometry and materials. By applying voltage drop, the current density in each component can be calculated, allowing for the estimation of resistive heating (I2R) within the cell.

Additionally, the heat of electrochemical reactions in the core (active parts) is considered. Heat transfer boundary conditions are applied to the cell’s exterior, enabling the prediction of temperature distribution within the cell based on current density and the associated heat generation distribution.

Heat Generation Rate:

Understanding the heat generation rate within a Li-ion battery is paramount for predicting its thermal behavior. The bulk heat generation rate is the product of the current and the difference between the enthalpy potential and the cell voltage:

Equation for the heat generation rate in a lithium-ion battery
This equation calculates the heat generation rate in a lithium-ion battery from current, enthalpy potential, and cell voltage, a core input to battery thermal management design.

The heat generated results from reversible and irreversible processes during charging and discharging cycles. Reversible heat generation is associated with entropy change during electrochemical reactions, while irreversible heat generation stems from resistive losses and other non-idealities in the battery.

Reversible Heat Generation:

The reversible heat generation in Li-ion batteries is a fascinating aspect that arises from the thermodynamics of electrochemical reactions. As the battery charges and discharges, the chemical reactions occurring at the electrode interfaces contribute to the overall heat exchange. Modeling this reversible heat generation provides valuable information about the efficiency of the battery and its performance under different operating conditions. The entropy change can be determined by monitoring OCV while changing temperature.

Equation for reversible heat generation in a battery
This equation defines reversible heat generation in a lithium-ion battery, driven by the entropy change of its electrochemical reactions during charge and discharge.

The entropy change can significantly influence heat generation in EV or PHEV applications.

Chart of entropy change affecting reversible heat generation
This chart shows how entropy change varies with state of charge, directly affecting reversible heat generation in EV and PHEV battery applications.

Heat Transfer: Conduction and Convection:

To predict the actual temperature increase of a cell under a specific load scenario, a simplified heat balance between the cell and its environment can be constructed. This entails taking into account all pertinent heat sources and sinks. Heat transfer within a Li-ion battery occurs through two main methods: conduction and convection.

Heat Transfer: Conduction

In battery packs, individual cells are interconnected through a mechanical casing and linked by current collectors, resulting in thermal flux through conduction. While it generally has a minor role during regular operations, this aspect can become influential in extreme ambient conditions, such as cold winter operations. Heat transfer rate via conduction occurs in plane walls of the battery, such as electrodes and separator. Thermal resistance depends on geometry (L/A), and thermal conductivity (k).

Diagram of heat transfer by conduction between battery cells
This diagram illustrates heat transfer by conduction between interconnected battery cells, a mechanism that becomes especially significant in cold-weather operation.

Heat Transfer: Convection

The majority of battery thermal management systems for commercial batteries depend on convection for controlled heat dissipation. The distinction between forced or natural convection is based on whether the surrounding medium is actively propelled. The cooling or heating effect is achieved using gaseous or liquid media, such as air or water. The quantity of heat transferable through convection is contingent on factors such as the temperature differential, the heat capacity of the medium, flow velocity, media viscosity, contact area (A), and numerous other contributing factors.

Diagram of heat transfer by convection in a battery pack
This diagram illustrates heat transfer by convection in a battery pack, the dominant cooling mechanism in most commercial battery thermal management systems.

Effective modeling of these heat transfer mechanisms is crucial for optimizing thermal management strategies.

Thermal Resistance Network:

A key concept in Li-ion battery thermal modeling is the thermal resistance network, which quantifies the resistance to heat flow through different battery components. This network allows engineers to identify potential hotspots and optimize the design to ensure uniform temperature distribution. By minimizing thermal resistance, the risk of thermal runaway can be mitigated, enhancing both safety and performance.

The thermal resistance is characterized by the ratio of the temperature difference (dT) to the heat transfer (Q). This concept bears resemblance to Ohm’s law, where electrical resistance is determined by the ratio of the voltage drop across a resistor to the current flowing through the resistor.

Serial configuration Example

Diagram of a series thermal resistance network
This diagram shows a series thermal resistance network configuration, used to calculate heat flow through stacked battery components.

Parallel configuration Example

Diagram of a parallel thermal resistance network
This diagram shows a parallel thermal resistance network configuration, used to model heat flow through battery components arranged side by side.

Parallel + serial configuration Example

Diagram of a combined series and parallel thermal resistance network
This diagram shows a combined series-and-parallel thermal resistance network, used to model more complex battery thermal management geometries.

Indirect liquid-cooled systems for Battery Thermal Management

Leveraging the cooling system currently already used by numerous vehicles, an indirect liquid cooling system is also applicable for regulating battery temperature. In this system, a liquid coolant circulates between the battery pack and a heat sink. The cells do not come into direct contact with the coolant but are connected to the coolant circuit through conductive materials, such as aluminum.

Diagram of a coolant-based battery thermal management system with a radiator
This diagram shows an indirect liquid-cooled battery thermal management system, where coolant circulates between the battery pack and a radiator-driven heat sink.

Depending on ambient temperatures and power requirements, the heat sink can be a straightforward radiator or an evaporator integrated into a refrigerant cycle. The most versatile systems incorporate both circuits and dynamically switch between them, utilizing the air cooler for standard operation and the chiller exclusively during peak loads or high ambient temperatures. Such systems are used in by companies such as Chevrolet and Tesla.

Example: Chevrolet Bolt

Chevrolet Volt battery pack with T-shape design
The Chevrolet Volt battery pack’s distinctive T-shape design, an example of production battery thermal management packaging.
Pouch cells inside the Chevrolet Volt battery pack
The flexible pouch cells inside the Chevrolet Volt battery pack, cooled via contact with a plate integrated into the pack’s thermal management system.

The Chevrolet Volt battery pack features a distinctive T-shape design, housing 288 LG “P1” flexible pouch cells. Each cell measures 13 x 18 x 0.64 cm and contains 17 negative electrodes made of carbon-coated copper and 16 positive electrodes coated with lithium manganese oxide. The cells use lithium hexafluorophosphate (LiPF6) dissolved in a carbonate solution as the electrolyte.

The battery pack includes circuit boards known as “Voltage Temperature Submodules (VTSMs),” positioned atop each module. To regulate temperature, cooling fins are integrated within the battery stack, with one side of each cell pouch in contact with a cooled plate. A glycol/water coolant circulates through the system, capable of both cooling and heating as needed.

Cooling fins integrated within a battery cell stack
Cooling fins integrated within the Chevrolet Volt’s battery cell stack, part of its liquid-based battery thermal management system.

Battery Thermal Management: Liquid Cooling Tube

The Liquid Cooling Tube, also referred to as liquid-cooling tubing or serpentine tubing, is crafted from thermally conductive metals, commonly copper or aluminum alloys. These metals undergo extrusion and corrugation to form an internal structure featuring a specific number of channels closely aligned with the surface of the battery cells. This serpentine tubing serves as a crucial component in indirect liquid cooling systems, functioning as a heat exchanger. The circulation of coolant within the channels facilitates the dissipation of heat generated.

Diagram of a dual-circuit coolant and refrigerant battery cooling system
This diagram shows a dual-circuit battery thermal management system combining a coolant loop and a refrigerant circuit, switching between them based on cooling demand.

Typically, one to two rows of battery cells are positioned between each pair of serpentine flat tubes. This design effectively expands the heat exchange area on the battery’s side, resulting in a more uniform temperature distribution among individual cells during operation. Consequently, it helps minimize the temperature difference across the entire battery pack.

Conclusion:

As we navigate the intricate world of Li-ion battery thermal models, we uncover the critical role they play in ensuring the safety and efficiency of these ubiquitous power sources. From the consequences of thermal runaway to the intricacies of heat generation, heat transfer, and thermal resistance, every aspect of the model contributes to a deeper understanding of battery behavior. The journey into the heart of Li-ion batteries’ thermal models is not only an exploration of technology but also a commitment to the safe and sustainable future of energy storage.

Frequently Asked Questions

What is battery thermal management?
Battery thermal management is the engineering discipline of keeping a battery within its safe operating temperature range through cooling, heating, and material selection, protecting performance, safety, and lifespan.

What materials are used in battery thermal management?
Common battery thermal management materials include thermal interface materials (TIMs) such as gap fillers, thermal pastes and greases, thermally conductive adhesives and tapes, flexible graphite sheets, and phase change materials (PCM), all used to improve heat transfer between cells and the cooling system.

What is thermal runaway in a battery?
Thermal runaway occurs when an exothermic process inside a battery sets off a self-sustaining chain reaction, causing an uncontrollable rise in temperature that can lead to the battery’s destruction or fire.

What’s the difference between active and passive battery cooling?
Passive cooling relies on materials like phase change materials or graphite sheets to absorb and spread heat without powered components, while active cooling uses powered systems such as liquid coolant loops, pumps, or refrigerant circuits to actively remove heat.

Why is battery thermal management especially important in EVs?
EV battery packs are much larger than the batteries in portable electronics, so poor thermal management has a magnified impact on safety, performance, charge acceptance, and calendar life, making effective cooling and heating essential for EV adoption.

References:

C. Huber, R. Kuhn, 13 – Thermal management of batteries for electric vehicles, Editor(s): Bruno Scrosati, Jürgen Garche, Werner Tillmetz, In Woodhead Publishing Series in Energy, Advances in Battery Technologies for Electric Vehicles, Woodhead Publishing, 2015, https://doi.org/10.1016/B978-1-78242-377-5.00013-3

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