Browse Topic: Thermal management

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Performance Evaluation of a Novel Coolant Channel Configuration for Liquid-Based Battery Thermal Management in Electric Vehicles2026-28-0042To be published on 02/12/2026
The performance and longevity of lithium-ion (Li-ion) batteries in electric vehicles (EVs) are critically dependent on effective thermal management. As internal heat generation during charge and discharge cycles can lead to uneven temperature distribution, exceeding optimal operating limits (25 - 40°C) can significantly degrade battery performance and lifespan. This study presents a performance evaluation of a novel liquid-based Battery Thermal Management System (BTMS) featuring a dual-directional coolant channel configuration designed to enhance thermal uniformity and heat dissipation. The proposed configuration combines horizontal and vertical coolant passages in an indirect cooling layout to address the limitations of conventional serpentine-type channels. A comprehensive thermal analysis was carried out under realistic loading conditions using three coolant types: water, ethylene glycol-based G48, and graphene-enhanced water nanofluids. These were evaluated for thermal conductivity
Selvan, Arul Mozhi, Periyasamy, Muthukumar, R, Thiruppathi, Prasad S, Hari, Raghav, R, Boddu, Sriram Pydi Aditya
Genetic algorithm based optimization of Chaboche kinematic hardening parameters along with the validation of FE model through characterized crack initiation2026-28-0086To be published on 02/12/2026
In the context of electro-mobility for commercial vehicles, the failure analysis of a low voltage (LV) connector panel in a DCDC converter is crucial, particularly regarding crack initiation at the interface of busbar and plastic component. This analysis requires a thorough understanding of thermo-mechanical behavior under thermal cyclic loads, necessitating kinematic hardening material modeling to account for the Bauschinger effect. As low cycle fatigue (LCF) test data is not available for thermo-plastic composite material Ultramid A3U44G6, we have adopted a novel approach of determining non-linear Chaboche Kinematic Hardening (CKH) model parameters from monotonic uniaxial temperature dependent tensile test data of Ultramid A3U44G6. In this proposed work a detailed discussion has been presented on manual calibration and Genetic Algorithm (GA) based optimization of Chaboche parameters. Due to lack of fiber orientation dependent test data for Ultramid A3U44G6, here von Mises yield
Basu, Parichay, Srinivasappa, Naveen
Development of Multiple level Auto Mode for Climate control in electric vehicles2026-28-0008To be published on 02/12/2026
Electric vehicles, or EVs, are significantly transforming the automotive industry as a cleaner and more environmentally friendly which finds an alternative solution for the vehicles propelled using internal combustion engines. As EV utilize the energy directly from the battery which causes customer or a user to be in panic state as charging infra is not developed well in most of the countries, thus improving vehicle efficiency and driving range requires optimizing energy consumption from battery of EVs. Apart from traction motor load for driving, major supplemental loads in electric car are climate control system, sometimes referred to as HVAC (Heating, Ventilation, and Air Conditioning). HVAC systems can consume a lot of battery power, especially during severe temperatures, which can drastically reduce the vehicle's range. Range anxiety continues to be an important barrier to the general adoption of EVs, the intelligent climate management systems which helps to reduce HVAC power usage
Mulamalla, Sarveshwar Reddy, SV, Master Eniyan, M, Nisshok, Anugu, Anil, E A, Muhammed, Guturu, Sravankumar
Quantifying the Energy Consumption of HVAC Operation and Its Impact on the Range of Electric Buses Across Diverse Climatic Conditions2026-26-0204To be published on 01/16/2026
Electric buses (e-buses) are essential to sustainable public transport, but their real-world efficiency and range are heavily affected by auxiliary systems, particularly the Heating, Ventilation, and Air Conditioning (HVAC) system. This study investigates how ambient temperature variations and HVAC loads influence energy consumption, range, and efficiency in e-buses operating under diverse climatic conditions. The methodology combines field data collection from urban e-buses across seasons—including extreme summer and winter—with controlled lab testing. Field measurements included ambient temperature, HVAC demand, vehicle speed, state of charge (SOC) variation, and energy consumption. These inputs were used to develop real-world duty cycles, replicating actual thermal loads, passenger profiles, idling periods, and driving patterns. In the lab, these cycles were simulated using a chassis dynamometer and environmental chamber, with HVAC systems tested at controlled ambient temperatures
Vishe, Prashant, Dalela, Saurabh, Saraswat, Shubham, Joshi, Madhusudan
Thermal Management Techniques to Overcome Heating Challenges in Printed Circuit Boards2026-26-0377To be published on 01/16/2026
Nowadays, Printed Circuit Board (PCB) design is facing critical challenges like high heat dissipation, increased cost, densely populated components and reduced life span. In view of the above, present study is focused on temperature prediction, thermal management, and optimization of component allocation (e.g. mosfet) in PCB. Heat flow occurring from traces to different copper layers in the PCB can cause adverse effects such as thermal run away/PCB warpage. Here, transient thermal analysis is carried out in an in-house developed PCB which is placed inside a sheet metal enclosure. Initially, thermal prediction to explore thermal regimes in the PCB is performed with the help of a commercially available software Altair Simlab ElectroFlo 2024.1. Temperature across all the components of the PCB as well as at the enclosure is simulated which is found to be beneficial in identifying the critical hotspots. In addition to the above, thermal measurements are performed in the lab with the help of
Rajasekharan, Jayakrishnan, ML, Sankar, Prasad, Suryanarayana
Thermal Management of High-Voltage Connectors using double-layered Phase-Change Materials (PCM)2026-26-0279To be published on 01/16/2026
Abstract: High Voltage cables and terminals are prone to high temperatures and rapid heat generation due to high current ratings, especially in electric vehicles (EVs). If the temperature exceeds a critical limit, danger may be posed to the components which are connected and the overall safety of the passengers. Traditionally, cooling methods are often energy-intensive and rely on active systems, which may not always be practical for high-power applications. Thus, a localized, fast, and reliable passive thermal management methodology that can be retrofitted into existing connector designs through modifications (e.g., enlargement and PCM integration) would provide significant safety enhancement. The material property of phase change materials, which possess high latent heat, has been used to maintain a steady temperature for a period of time. A dual PCM-layer has been incorporated into the design of the high-voltage connector to serve two purposes:1. The first PCM layer (PCM-1), with
Neogi, Angshuman, Shinde, Shardul
A fluid-structure- interaction based methodology to evaluate aero-thermal performance of deformable air guides2026-26-0364To be published on 01/16/2026
An air guide in a car directs fresh air onto the Heat Exchangers (HXs) to facilitate efficient thermal management. It is of paramount importance that the air guide creates a proper sealing and prevents any leakage of the incoming fresh air. It is achieved in two ways – 1) In the design condition, the air guide is manufactured in a way so that it overlaps/intersects with the surrounding components 2) the air-guide is made flexible with a highly elastic rubber seal at the edge. When the air-guide is assembled, the rubber portion of the air-guide deforms to produce a proper fit leading to a sealed air-intake pathway. At high-speed condition as well as high airflow conditions by the radiator fan during idling/stationary, like DC charging – incase of BEV, etc., the air guide encounters high pressure. Being elastic and flexible, these conditions make the air guide susceptible to deformation with potential leakage of incoming air. Digital evaluation of the air guide deformation at different
Gadasu, Ravishastri, Choudhury, Satyajit, Umesh, Acharya Vaibhav, Kumar, Saravanan, Yenugu, Srinivasa, Zander, Daniel, Beesetti, Siva, Hattarke, Mallikarjun
Thermal Management and Engine Calibration Strategies for Enhanced Passive DPF Regeneration in CEV Stage V CI Engines2026-26-0141To be published on 01/16/2026
Meeting the stringent emissions norms of CEV stage V for medium BMEP engines, CI engines present significant challenges. These stringent norms call for a highly efficient DPF. With the increasing demands for high-performance DPFs, the issue of soot accumulation and cleaning presents significant hurdles for DPF longevity. This paper explores the potential of passive DPF regeneration, which leverages naturally occurring exhaust gas conditions to oxidize accumulated soot, offering a promising approach to minimize fuel penalty and system complexity compared to active regeneration methods. The study investigates engine calibration techniques aimed at enhancing passive regeneration performance, emphasizing the optimization of thermal management strategies to sustain DPF temperatures within the passive regeneration range. Furthermore, the paper aims to expand the applicability of passive regeneration across diverse engine loads common in off-highway applications with effective passive
Saxena, Harshit, Gandhi, Naresh, Lokare, Prasad, Shinde, Prashant, Patil, Ajit, Raut, Ashish
Strategic & Frugal technology approach meet the stringent CPCB-IV+ Emission norms2026-26-0059To be published on 01/16/2026
In CPCB-IV+ Emissions regulations NOx & PM are reduced by 90% from CPCB-II limits in the power band 56 <kW ≤ 560. Obvious technology approach adopted by industry to meet this requirement is, introduction of CRDI fuel injection system & DOC+SCR+ASC aftertreatment technology, leading to substantial modifications at both engine & genset level. It results into huge development expenditure as well as high incremental product cost, timelines and increased in the total cost of ownership. This paper describes the frugal technology approach to keep development cost, product cost, development time to the minimum using electronically governed, high pressure mechanical fuel injection equipment while comfortably achieving target CPCB-IV+ emission levels. 1D-thermodynamic & 3D-combustion simulation approach was adopted to predict the engine out emissions and to optimize combustion hardware. This was followed by Virtual Test Bench (VTB) or closed loop HiL system simulation to integrate the engine
Arde, Vasundhara, Juttu, Simachalam, Kadam, Atit, Gothekar, Sanjeev, Karthick, K, Vandana, Suryanarayana, Thipse, S, Kendre, Mahadev
Thermal Management Control strategy for Primary & Secondary Drive Cooling Hybrid Electric Tractor2026-26-0069To be published on 01/16/2026
Global emission norms are getting very strict due to combat the harmful pollutants from internal combustion engine. Hence internal combustion engine (ICE)-based agricultural tractors need to introduce complex after-treatment systems and fuel optimization to provide same or higher value to farmers as cost of these systems drive the overall cost of the product. Engineers around the world are building Electric vehicles to combat the problem and has range issues due to design constraints & Hybrid tractors have emerged as a promising intermittent solution. It helps in combining the advantages of respective ICE and electrification solutions while reducing overall vehicle emissions and enhances operational flexibility. This paper presents a modular thermal modes system developed for a hybrid electric tractor platform where a downsized diesel engine operates at optimal efficiency DC generator used to charge the battery & DC converter is used to charge the auxiliary battery. Battery which is
K, Sunil, D, Mari, Natarajan, Saravanan, Kumawat, Deepak, rojamanikandan, Arumugham, K, Mala, V, Sridharan, Muniappan, Balakrishnan, Makana, Mohan
Accelerating EV Thermal Controls Development: A Rapid controls prototyping framework using Speedgoat2026-26-0685To be published on 01/16/2026
In the era of software-defined vehicles, the complexity and requirements of automotive systems have increased significantly. Thermal management systems have become more complicated, incorporating multiple functions and strategies within software frameworks. This shift poses substantial challenges, increased development efforts and extending timelines in creating an efficient thermal management system for EVs. Fulfilling them in the early stages of design makes it more challenging due to the unavailability of key components such as fully developed ECU hardware, the battery pack, and the motor. To address this, a novel framework has been designed that combines virtual simulation with physical emulation, enabling the testing and validation of thermal control strategies without fully matured system and ECU hardware. The framework uses the Speedgoat platform as the central controller which hosts the control and thermal models developed in Simulink and Simscape. Speedgoat is physically
Chothave, Abhijeet, S, Bharathan, S, Ananth, Gangwar, Adarsh, Khan, Parvej, Gummadi, Gopakishore, Kumar, Dipesh
"Exploring the Effects of Oil Cooler Deletion on Tractor Engine Operation"2026-26-0547To be published on 01/16/2026
Cost reduction remains a significant challenge for engine manufacturers, particularly for off-highway application vehicles. An optimal engine lubrication system, encompassing engine oil and an oil cooler, is critical for thermal management and minimizing frictional losses. This system ensures adequate lubrication and cooling of engine components, thereby maintaining optimal performance. This study investigates the implications of oil cooler removal in a 45HP inline engine tractor. Various validation trials were conducted, including high ambient temperature tests under worst-case conditions, high coolant temperature scenarios, and a rigorous tractor killer test. In the latter, the tractor underwent 100 hours of operation on a PTO bench at maximum engine RPMs. Despite an observable increase in lubricant oil temperature during these tests, the tractor did not exhibit any component seizure or failure. The findings aim to determine whether the inclusion of an oil cooler is essential for the
Gupta, Deepak, Kumar, Pankaj, Singh, Manjinder, Singh, Gagandeep, Kumar, Munish, Singh, Harpreet, Singh, Maninder
Cabin modelling approach in 1D simulation for studying the impact of partial recirculation in warmup for BEV at extreme cold ambient conditions2026-26-0450To be published on 01/16/2026
The inclusion of the cabin in HVAC simulations gained more importance with the introduction of BEV’s. Thermal management and efficiency being in the forefront, exploration for the possible opportunities to reduce the energy consumption for meeting the comfort of passengers gained importance. The energy consumed by the Electric coolant or air heaters for heating the cabin at extreme cold ambient temperatures to deliver similar comfort to that of an ICE version is 2 to 3 times that of the energy required for cooling the cabin in a high ambient condition. Even during the sizing of HVAC system, if traditional method of ambient or fresh air conditions is considered for calculating the requirements, the result is we would require a product which will have unrealistic performance demand. Hence to explore different possibilities for studying the system, usage of recirculation air was considered as one of the options. This paper talks about the approach followed in creating the cabin model in
Veerla, Eswar, Subramanian, Karthik
Optimizing System Design performance and its accuracy using Feature Importance2026-26-0421To be published on 01/16/2026
With continuous improvements in model accuracy and computational performance, system simulation can be seamless integrated into development tools and methodologies as a "virtual test bed" in synergy with experimental tests. However, virtual vehicle and powertrain thermal models still face significant obstacles in realizing their full benefits. One common challenge is modeling accuracy and its anomalies, particularly in models provided by internal automotive companies and external suppliers. The models developed for vehicle thermal management and its systems have been created using specific software, making it difficult to verify the accuracy of the models across different systems and their performance. Integrating different systems in a Co-simulation environment has affected the overall accuracy of the Vehicle Simulation Platform model. This situation significantly reduces the return on investment in model development. To address these issues, we propose deploying feature importance
Srinivasan, Rangarajan, Sarapalli Ramachandran, Raghuveeran, Ashok Bharde, Pooja, Saravanan, Vivek
Evaluation of Intercooler Effectiveness with No Fan, Single Fan, and Dual Fan: A Simulation and Experimental Study2026-26-0579To be published on 01/16/2026
Turbochargers play a crucial role in modern engines by increasing power output and fuel efficiency through intake air compression, thereby improving volumetric efficiency by allowing more air mass into the combustion chamber. However, this process also raises the intake air temperature, which can reduce charge density, lead to detonation, and create emissions challenges-such as smoke limits in diesel engines and knock in gasoline spark-ignited (GSL) engines. To mitigate this, intercoolers are used to cool the compressed air. Due to packaging constraints, intercoolers are typically long and boxy, limiting their effectiveness, especially at low vehicle speeds where ram air flow is minimal. This study investigates the use of auxiliary fans to enhance intercooler performance. Two methodologies were adopted: 1D simulation using GT-Suite and experimental testing on a vehicle under different fan configurations-no fan, single fan, and dual fans (positioned near the intercooler inlet and outlet
Patra, Somnath, Hibare, Nikhil, Ganesan, Thanigaivel, Gharte, Jignesh Rajendra
Evaluating Thermal Control Strategies to Improve Electric Vehicle Range Using GT Suite2026-26-0362To be published on 01/16/2026
This study focuses on enhancing energy efficiency in electric vehicle (EV) thermal management systems through the development and optimization of control logic. A full vehicle thermal management system (VTMS) was modeled using GT-Suite software, incorporating sub-systems such as the high-voltage battery (HVB), e-powertrain (EPT), and an 8-zone cabin. Thermal models were validated with experimental data to ensure accurate representation of key dynamics, including coolant-to-cell heat transfer, cell-to-ambient heat dissipation, and internal heat generation. Control strategies were devised for Active Grille Shutter (AGS) and radiator fan operations, targeting both cabin cooling and e-powertrain thermal regulation. Energy consumption was optimized by balancing aerodynamic drag, fan power, and compressor power across various driving conditions. A novel series cooling logic was also developed to improve HVB thermal management during mild ambient conditions. Simulation results demonstrate
Chothave, Abhijeet, Kumar, Dipesh, Gummadi, Gopakishore, Khan, Parvej, Thiyagarajan, Rajesh, Pandey, Rishabh, S, Ananth, Anugu, Anil, Mulamalla, Sarveshwar, Gangwar, Adarsh
Advanced Thermal Management for High-Tonnage EVs: Increasing Coolant Flow and Reducing Energy Losses2026-26-0196To be published on 01/16/2026
With the increasing tonnage of electric heavy commercial vehicles, there is a growing demand for higher power and torque-rated traction motors. As motor ratings increase, efficient cooling of the EV powertrain system becomes critical to maintaining optimal performance. Higher heat loads from traction motors and inverters pose significant challenges, necessitating an innovative cooling strategy to enhance system efficiency, sustainability, and reliability. Battery-electric heavy commercial vehicles face substantial cooling challenges due to the high-pressure drop characteristics of conventional traction system cooling architectures. These limitations restrict coolant flow through key powertrain components and the radiator, reducing heat dissipation efficiency and constraining the operating ambient temperature range. Inefficient cooling also leads to increased energy consumption, impacting the overall sustainability of electric mobility solutions. This paper presents a novel approach to
Dixit, Sameer, Patil, Bhushan, Ghosh, Sandeep
Simulation Based Approach to Optimize Electric Vehicle Battery Thermal System2026-26-0376To be published on 01/16/2026
The performance and longevity of Li-ion batteries in electric vehicles are significantly influenced by the cell temperature. Hence, efficient thermal management techniques are essential for battery packs. Simulation based optimization approaches can enhance these techniques during early product development and life cycle. In this work, a method to optimize the battery thermal system comprising of cooling plate and external insulation is described. The first part is to optimize the cell heat extraction by the cooling plate. The heat transfer coefficient of the coolant is a parameter which can indicate the thermal efficiency of a cooling plate. At the same time, it's important to keep the coolant pressure drop within a reasonable limit. A 1D simulation methodology is described to optimize the cooling channel height based on pressure drop and heat transfer coefficient targets. This methodology is based on empirical correlations and multi-objective pareto optimization. The advantage of
U, Reghunath, P S, Shebin
Enhanced Integrated Cooling-Protection Plate for Battery pack Underbody Impact Resistance in Electric Vehicles2026-26-0169To be published on 01/16/2026
In the quest for enhancing electric vehicle performance and safety, this paper presents a comprehensive investigation into the design and performance of high-voltage (HV) battery cooling plates featuring dedicated cooling channels, integrated with structural bottom protection members positioned at the bottom. The study aims to address the dual challenges of effective thermal management and enhanced crash protection in electric vehicles. Through a combination of Design iterations, Thermal performance evaluation and Crash simulations, the research evaluates the cooling efficiency and structural resilience of the proposed design. Findings reveal that the integrated cooling plates not only maintain optimal battery temperatures under various operating conditions but also significantly improve the vehicle's crashworthiness. The paper concludes with the results of numerical simulations, rigorously validated against the robust design requirement globally accepted for series components to
Dusad, Sagar, Kummuru, Srikanth, Joshi, Amarja
Impact of density in simulation model for extreme cold ambient conditions2026-26-0388To be published on 01/16/2026
Battery Electric Vehicles (BEVs) necessitate highly efficient thermal management strategies, as cabin heating directly consumes energy from the finite traction battery, potentially reducing driving range significantly. Early-stage design evaluations of warmup performance commonly rely on one-dimensional (1D) simulations due to their computational speed and efficiency. The accuracy and predictive capability of these models are critically dependent on how well they represent blower operation and account for temperature-induced variations in air density. This fidelity is essential because engineers depend on warmup simulations to set HVAC targets that will deliver real‑world comfort and defrost performance within stringent range constraints. Earlier, warmup simulations employed a Constant Mass Flow (CMF) approach, which simplifies computations by assuming a fixed air density at a standard reference temperature. However, this approach contrasts with real-world blower behavior, where
Subramanian, Karthik
Innovative Preconditioning Solutions for Efficient High-Current Battery Charging2026-26-0167To be published on 01/16/2026
In high-performance charging systems, managing higher currents is crucial for efficient battery charging. However, elevated battery and charging gun pin temperatures pose significant challenges, limiting the duration and effectiveness of high-current charging. Our advanced control system addresses these barriers by optimizing charging time while maintaining optimal temperature ranges for both the battery and charging gun. This is achieved through innovative preconditioning solutions that incorporate both active and passive cooling configurations. Our system features a unique preconditioning approach with dedicated cooling circuits for the charging socket and battery. The passive liquid cooling system ensures effective temperature management without additional energy consumption, while the active liquid cooling system provides enhanced cooling capabilities for more demanding scenarios. By integrating these cooling configurations, our control system significantly reduces charging time
Badgujar, Pankaj Ravindra, Bhosale, Subhash, Dave, Rajeev
A comprehensive strategy for Diesel Particulate Filter calibration to address the diverse applications of Stage V Construction Equipment Vehicles.2026-26-0143To be published on 01/16/2026
The legislation of CEV Stage V emission norms has necessitated advanced Diesel Particulate Filter calibration strategies to ensure optimal performance across diverse construction equipment applications in the Indian market. Considering the various duty cycles of cranes, backhoe loaders, forklifts, compactors, graders, and other equipment, different load conditions and operational environments require a comprehensive strategy to enhance DPF efficiency, minimize regeneration frequency, and maintain compliance with emission standards. The DPF, as an after-treatment system in the exhaust layout, is essential for meeting emission standards, as it effectively traps particulate matter. Regeneration occurs periodically to burn the soot particles trapped inside the DPF through ECU management. Therefore, understanding soot loading and in-brick DPF temperature behavior across various applications is the key. This paper explores the challenges in DPF calibration for CEV Stage V and provides a
Mohanty, Subham, Chaudhari, Kuldeepak, Patil, Lalit, Mahajan, Atish, Madhukar, Prahlad
Innovative Friction Locking Mechanism for High Voltage Busbar Connections in EV Batteries2026-26-0155To be published on 01/16/2026
In the development of high-voltage (HV) batteries, ensuring secure connections between HV conductors and maintaining the safety and performance of the battery pack is paramount. Therefore, In the pursuit of enhancing efficiency and reliability in electrical connections, this paper explores the innovative alternate for a traditional screwing method with a friction locking mechanism for connecting busbars. The novel design reimagines the busbar as a Friction clamp (Female part) that securely holds the male part of the Busbar, significantly increasing the contact surface area up to 50%. This enhanced surface area not only improves electrical conductivity but also reduces heat generation, addressing common issues associated with traditional screw-based connections. By eliminating the need for screws, the new design streamlines the assembly process, resulting in reduced cycle times and improved overall assembly line efficiency. This study presents the design methodology, performance
Venkatesh, Murali, Raghu, Arun, Bhramanna, Amol
Modelling and Analysis of Hypoid Gear Churning Loss in Rear Drive Axle: The Role of Oil Viscosity and Empirical Parameters2026-26-0508To be published on 01/16/2026
This definitive study investigates the variation of churning losses occurring with hypoid ring and pinion gear sets and puts primary importance to factors that determine energy dissipation in these mechanisms. A detailed investigation shows that viscosity is critical, particularly due to large temperature-dependent variations. Besides this, the study focuses on particular attention to experimental parameters derived from measured data to model churning losses. Churning Loss itself originates in the interaction between the rotation of the gears and the lubricating oil - a source of significant inefficiency within the overall drivetrain. A robust, comprehensive model has been formulated to take this into account. It does not only account for variable oil viscosity with temperature but integrates key empirical parameters that reflect observed behaviours in gear systems. The study adopts a multidimensional approach by considering the influence of various other factors. It investigates how
Khan, Aliya Javid, Praveen, Abhinav, Kanagaraj, Pothiraj, Jain, Saurabh Kumar, AP, Baaheedharan
Multiphysics Analysis of Heat Sink Designs for Efficient Thermal Performance in Power Electronics Systems2026-26-0446To be published on 01/16/2026
The thermal management capability of power electronic (PE) systems has a critical impact on the performance and efficiency of electric, fuel cell, or hybrid vehicles. Bus bars, high resistance sensor devices, semiconductor switches, power capacitors are the primary components, which has major contribution in total heat generation in electrical drive unit. As PE packaging sizes are projected to become smaller, the challenge of managing increased heat dissipation becomes more critical. Hence, this paper numerically compares conventional and advanced cooling strategies to determine the best possible thermal management scenario. A multi-physics finite element model, integrating fluid, electrical, thermal, and structural fields, is employed to analyze heat generation within the PE system and the associated cooling mechanisms. Due to the significant impact of surface roughness and topology on electrical and thermal contact resistance, the Cooper-Mikic-Yovanovich (CMY) correlation is utilized
Singh, Praveen Kumar, Natarajan, Nesamani, Murali, Sariki
Research on Adaptation and Reliability Testing Methods for Electric Vehicles under Southeast Asian Climatic Conditions2025-99-024012/23/2025
This paper explores the adaptability and reliability testing methods of electric vehicles under the unique high-temperature and high-humidity climate conditions in Southeast Asia. The focus of the research here is on five key performance evaluation contents, namely reliability driving test, charging performance test, range assessment, air conditioning cooling efficiency, and in-vehicle air quality monitoring. Relying on a meticulously designed experimental plan, standardized testing procedures, and comprehensive data analysis, this paper assesses the performance of electric vehicles under extreme environmental conditions. The research results show that the climate in Southeast Asia poses significant challenges to the battery systems, powertrains, and thermal management systems of electric vehicles. Based on empirical results, some improvement suggestions are made to support the deployment and application of electric vehicles in this region.
Wang, Weijie, Deng, Tianhao, Wu, Yilong, Zang, Haonan
Constraint Enforcement of a Lithium-Ion Battery Pack Safety-Critical System for Electric Hybrid Vehicles2025-36-016012/18/2025
System robustness and performance are essential considerations in controller design to ensure reference tracking, disturbance rejection, and resilience to modeling uncertainties. However, guaranteeing that the system operates within safe bounds becomes a priority in safety-critical applications, even if performance must be compromised temporarily. One prominent example is the thermal management of lithium-ion battery packs, where temperature must be strictly controlled to prevent degradation and avoid hazardous thermal runaway events. In these systems, temperature constraints must consistently be enforced, regardless of external disturbances or control errors. Traditional strategies, such as Model Predictive Control (MPC), can explicitly handle such constraints but often require solving high-dimensional optimization problems, making real-time implementation computationally demanding. To overcome these limitations, this study investigates the use of a Constraint Enforcement strategy to
Ebner, Eric Rossini, Fernandes, Lucas Pasqual, Leal, Gustavo Nobre, Neto, Cyro Albuquerque, Leonardi, Fabrizio
Energy and Exergy Analysis of Ethanol Steam Reforming with an Emphasis on Thermal Efficiency for Sustainable Mobility Applications2025-36-013312/18/2025
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Apaza, Jerson Bequer Urday, Pradelle, Florian, Braga, Sergio Leal, Sánchez, Fernando Zegarra, Guzman, Juan Jose Milon
Automotive Engineering: December 202525AUTP1212/04/2025
IAA 2025 Coverage from Munich of IAA 2025 Qualcomm's Superbrains are here to help with automated driving Arbe chipset improves automated driving decisions DeepDrive's MG 250 generator brings dual-rotor power to PHEVs Horse Powertrain's Future Hybrid System can hybridize EVs Reducing SoC and SoH estimation errors: challenges and solutions in modern BMS New approaches to make SoC and SoH parameters more accurate will be required as battery demand keeps growing in the coming years. Driving safety forward: How simulation and MODSIM accelerate ADAS innovation Simulation has become mission-critical for ADAS development. Model-based systems engineering can integrate modeling and simulation from the start of the design process. Revolutionizing vehicle technology through intelligent actuators A look at E/E complexity at the endpoints, where microcontrollers play a crucial role. Automated fiber placement with Ramy Harik AFP can build complex, lightweight structures, but cost concerns keep its
Thermal Model of a Traction Inverter for an Automotive Application, Including DC-Link Capacitor, Power Modules and Electrical Connections2025-01-051911/25/2025
In automotive applications a power electronic converter is used for energy conversion between battery and electrical machine. For high performance drives a lightweight design is demanded. Additionally, a higher efficiency of the inverter results in lower cooling requirements but is often achieved by increasing component weight. Hence, thermal modeling of the components and their interactions is essential to determine the best compromise between weight, efficiency and cooling requirements. In traction inverters the DC-link capacitors, power modules, high voltage electrical connections and low voltage devices dissipate power. In this paper the focus is on the thermal modeling of the DC-link capacitor, power modules and high voltage electrical connections and their system, as the performance of the inverter is defined by these components. The thermal models are derived based on physical properties and geometries. First, the DC-link capacitor thermal model is presented and considers the
Blaschke, Wolfgang Maximilian, Mengoni, Leonard, Pflüger, Robin, Kulzer, André Casal
Electric Fan Arrangement and Cooling System Performance Predictions for Off Highway Vehicles2025-28-024111/06/2025
Traditionally, off-highway vehicles like tractors and construction machinery have relied on hydraulic, viscous, or fixed fans to meet the cooling demands of diesel engines. These fans draw power from the engine, impacting fuel consumption and contributing to noise levels that affect operator comfort. Recently, the adoption of electric fans in off-highway applications has increased due to their energy efficiency, lower noise, and flexible design. Electric fans can cool various components, such as radiators and condensers, and can be positioned for optimal performance. They are easily selected from established supplier catalogs based on application requirements like machine voltage, fan size, and type. This study explores various fan arrangements, including pusher and puller types, and multiple electrical fan banking based on cooler zones to improve cooling system performance without changing cooler size or specifications. A mathematical flow model was developed for both setups: the
Durairaj, Renganathan, Dewangan, Nitin, Anand, Ketan, Bhujbale, Sagar
E-Motor Thermal Management Using 2D-3D Coupling2025-28-022511/06/2025
In the electrical machines, detrimental effects resulted often due to the overheating, such as insulation material degradation, demagnetization of the magnet and increased Joule losses which result in decreased lifetime, and reduced efficiency of the motor. Hence, by effective cooling methods, it is vital to optimize the reliability and performance of the electric motors and to reduce the maintenance and operating costs. This study brings the analysis capability of CFD for the air-cooling of an Electric-Motor (E-Motor) powering on Deere Equipment's. With the aggressive focus on electrification in agriculture domain and based on industry needs of tackling rising global warming, there is an increasing need of CFD modeling to perform virtual simulations of the E-Motors to determine the viability of the designs and their performance capabilities. The thermal predictions are extremely vital as they have tremendous impact on the design, spacing and sizes of these motors.
Singh, Bhuvaneshwar, Tirumala, Bhaskar, Badgujar, Swapnil, HK, Shashikiran
Challenges in Transitioning from 400V to 800V Off-Highway Power Electronics2025-28-028111/06/2025
Electrification applications are increasingly moving towards higher voltage systems to enable greater power delivery and faster battery charging. This trend is particularly evident in the shift from 400V to 800V systems, which offers several benefits and poses unique technical challenges. Higher voltage systems reduce current flow, minimizing energy losses, and improving overall efficiency. This is crucial for applications like electric vehicles and off-highway machinery, where efficient power management is essential. One of the primary benefits of increasing the DC link voltage beyond the 400V is the ability to support higher power levels. Additionally, higher voltage systems can reduce the size and weight of power components, contributing to more compact and lightweight designs. However, transitioning to 800V systems introduces several technical challenges in power electronics design. Key components such as power components (IGBT, MOSFET etc.) must be optimized to handle higher
Hatkar, Chetan Manohar, Pipaliya, Akash
Temperature Effect on Fatigue Performance of Thermoset and Thermoplastic Composites2025-32-000611/03/2025
The growing demand for lightweight, durable, and high-performance materials in industries such as aerospace, automotive, and energy has driven the development and evaluation of thermoset and thermoplastic composites. Within this framework the static and fatigue mechanical behavior of one thermoset material and two thermoplastic composites are investigated in the (-30° +120°C) temperature range, to simulate extreme environmental conditions. The results from the tensile tests show the different mechanical behavior of the investigated materials, while the cyclic test results highlight the significant impact of temperature on structural properties, offering useful insights for their application in temperature-sensitive environments. This research is partially funded by the Italian Ministry of Enterprises and Made in Italy (MIMIT) within the project ”New Generation of Modular Intelligent Oleo-dynamic Pumps with Axial Flux Electric Motors,” submitted under the ”Accordi per l’Innovazione
Chiocca, Andrea, Sgamma, Michele, Franceschini, Alessandro, Vestri, Alessio, mancini, Simone, Bucchi, Francesco, Frendo, Francesco, Squarcini, Raffaele
Machine Learning-Enhanced Electrical Circuit Model Parameterization for Battery Cells: Reducing Experimental Workload Through GITT Testing with Altair RapidMiner®2025-32-009711/03/2025
This study addresses the challenge of reducing the experimental workload involved in characterizing battery cell behavior as a function of state of charge and temperature. Galvanostatic Intermittent Titration Technique tests were carried out in a climate chamber across a wide temperature range, from -20 °C to 70 °C, with 10 °C intervals. The voltage and current response data collected from these tests were used to train several machine learning algorithms. The trained models could then be used to predict the cell voltage response every 5 °C from -15 °C to 55 °C. While the models were experimentally validated at 15 °C, 25 °C, and 35 °C, the predicted voltages across this range contribute to enhancing the characterization process. In particular, the inclusion of these predicted voltage profiles—combined with the experimental data collected every 10 °C from -20 °C to 70 °C—allows for the creation of more accurate lookup tables for the parameters of the equivalent circuit model. These
Giuliano, Luca, Peretto, Lorenzo, Canella, Nicholas, Nefat, Damir
Investigation on Flow Pattern Architecture Design on Thermal Plate for Battery Electric Vehicles2025-28-040610/30/2025
Liquid cooling systems are a widely used method for cooling lithium-ion batteries in modern electric vehicles. Battery thermal plate (BTP) is a key component of the liquid-cooled thermal management system, which regulates battery temperature to prevent thermal runaway and fire accidents. Designing an energy efficient flow pattern with uniform velocity and temperature distribution is a major challenge for the BTP. In this paper, the effect of flow patterns in cooling performance of the BTP is examined. Battery temperature can be efficiently controlled by varying direction, number of flow channels and structure of the BTP. Complex flow pattern networks are modeled and compared based on the computational fluid dynamics results. The channel flow resistance, pressure drop, and temperature distribution are key parameters which are evaluated for varying mass flow rate conditions. From this study, the flow pattern which satisfies the temperature requirement and has 10% less pumping power
K, Muthukrishnan, S, Saikrishna, K, Keshavbalaje, Gutte, Ashish
Design and Analysis on Integrated Thermal Management Solution for Electric Vehicles2025-28-041810/30/2025
Thermal Management System (TMS) for Battery Electric Vehicles (BEV) incorporates maintaining optimum temperature for cabin, battery and e-powertrain subsystems under different charging and discharging conditions at various ambient temperatures. Current methods of thermal management are inefficient, complex and lead to wastage of energy and battery capacity loss due to inability of energy transfer between subsystems. In this paper, the energy consumption of an electric vehicle's thermal management system is reduced by a novel approach for integration of various subsystems. Integrated Thermal Management System (ITMS) integrates air conditioning system, battery thermal management and e-powertrain system. Characteristics of existing integration strategies are studied, compared, and classified based on their energy efficiency for different operating conditions. A new integrated system is proposed with a heat pump system for cabin and waste heat recovery from e-powertrain. Various cooling
K, Muthukrishnan, S, Saikrishna, Mahobia, Tanmay, Vijayaraj, Jayanth Murali
Integration and Evaluation of Different Thermal Loops through Simulation for Improved Defrost and Range of an Electric Truck2025-28-041710/30/2025
The rapid advancement in thermal management for electric vehicles (EVs) is driven by the need to reduce battery load and enhance EV range. Unlike conventional platforms, EV thermal management is complex due to temperature sensitivity and the numerous components involved. Powertrain components, such as the motor and transmission, operate at higher temperatures, while the battery and passenger cabin require distinct thermal conditions. This necessitates a carefully modelled thermal layouts that considers the diverse thermal needs of each component. The primary objective of this study is to improve the existing thermal layout of EVs, aiming for a more efficient design and evaluating its benefits through simulation. Utilizing the 1D commercial software GT-SUITE, the research integrates different layouts of EV’s and study the hydraulic and thermal feasibility. Integrations are based on operating temperatures, flow, and pressure requirements, while ensuring thermal comfort in the cabin and
Patel, Vedant Umang, Koti, Shivakumar, Gurdak, Michael, singh, Ramanand
Development of Thermal Management Strategies for Refrigerant Boilers in Organic Rankine Cycle for Solar Electric Energy Conversion2025-28-041410/30/2025
Electricity is a fundamental necessity for individuals worldwide, serving as a force driving technological progress hitherto unimaginable. Electricity generation uses diverse methodologies based on available natural resources in a given geographic region. Conventional methods like thermal power from coal and natural gas, water-based hydropower, solar power from the sun, wind power, and nuclear power are used extensively, the former two being the dominant sources. The generation of nearly 70% of the world's electricity is estimated to be from thermal power plants; however, these operations lead to widespread environmental destruction, greenhouse emissions, and the occurrence of acid rain. Conventional thermal power plants run on the Rankine cycle principle of a boiler, a turbine, a condenser, and a pump. A similar method may be used in the Organic Rankine Cycle (ORC) with the use of solar energy, where heat is transferred to the working fluid in the boiler using a heat pipe, a passive
Deepan Kumar, Sadhasivam, Kumar, V, Dhayaneethi, Sivaji, Mahendran, M, Saminathan, Sathiskumar, R, Karthick, A, Vikasraj
A Physics-Guided Neural Network Approach for EGR Cooler Temperature Estimation: Addressing ECU Model Discrepancies2025-28-039310/30/2025
As the automotive industry explores alternative powertrain options to curb emissions, it is pertinent to refine existing technologies to improve efficiency. The Exhaust Gas Recirculation (EGR) system is one of the pivotal components in emission control strategies for Internal Combustion Engines (ICE). The EGR cooler is crucial in thermal management strategies, as it lowers the temperature of recirculated exhaust gases before feeding it along with fresh air, thereby reducing nitrogen oxides (NOx) emissions. Precise estimation of the EGR cooler outlet temperature is crucial for effective emission control. However, conventional Engine Control Unit (ECU) models fall short, as they often show discrepancies when compared to real-world test data. These models rely on empirical relationships that struggle to capture precisely the transient effect, and real time variation in operating conditions. To address these limitations and improve the accuracy of ECU based model, various signal processing
Kumar, Amit, Kumar, Raman, Manojdharan, Arjungopal, Challa, Krishna, Kramer, Markus
IHX Technology and Its Effectiveness in Automotive AC Performance2025-28-043010/30/2025
The Internal Heat Exchanger (IHX) is an important component in modern car air conditioning (AC) systems, particularly in AC lines. It increases cooling efficiency by transferring heat from the high-pressure liquid refrigerant to the low-pressure vapor. By using this technology, refrigerant sub-cooling and superheating improve, resulting in higher cooling performance, lower energy usage, and less strain on the compressor. It improves vehicle fuel economy and a longer lifespan of AC components. Also, IHX prevents liquid refrigerant from entering the compressor, reducing the danger of damage and increasing system reliability. This optimization helps to maintain consistent refrigerant flow, reduces energy consumption, and improves the overall Coefficient of Performance (COP). The implementation of an IHX technology in AC lines results in more compact, streamlined system designs, which allow for better temperature management, faster response times, and lower cooling loads. An IHX can boost
Dudeja, Kailash, Singh, Saniya
Energy-Efficient Thermal Management in Electric Vehicles Using Fuzzy Logic Control2025-28-041510/30/2025
The rapid rise in electric vehicle (EV) adoption demands innovative thermal management solutions to boost battery performance and passenger comfort. This paper introduces a novel control strategy for simultaneous battery and cabin cooling in EVs, utilizing a two-stage fuzzy logic controller. The proposed system incorporates a detailed plant model to simulate real-world conditions and dynamically optimize compressor speed, ensuring energy-efficient thermal management. In the first stage, the fuzzy controller sets the initial compressor speed based on primary inputs such as battery and cabin temperatures. The second stage fine-tunes this speed by considering secondary parameters like condenser and chiller pressures, along with the power output ratio from the plant model. This multi-stage approach guarantees efficient cooling for both the battery and cabin while maintaining safe operating conditions. Our research showcases the efficacy of this control strategy in achieving optimal thermal
Ponangi, Babu Rao, Meduri, Sunil, Pudota, Praveen, J, Anandu
Maximizing Range with Advanced Air Conditioning Optimization and Energy Management2025-28-036410/30/2025
Widespread adoption of electric vehicles (EVs) is hindered by "range anxiety," a major concern for consumers. A primary contributor to this issue is the significant energy consumption of the Heating, Ventilation, and Air Conditioning (HVAC) system, which can account for 15-40% of a vehicle's total energy demand, directly reducing its practical driving range. Using the 1D simulation tool GT-SUITE, this research provides a comparative analysis of two distinct HVAC architectures: a conventional air-cooled condenser (ACC) and a proposed liquid-cooled condenser (LCC). The performance of both hardware systems was evaluated under two control strategies a Proportional-Integral (PI) controller and a basic On/Off controller—to identify the optimal configuration. The results advocate that optimizing the system's architecture and control logic yields a substantial improvement in the Coefficient of Performance (COP) ranging from 47% to 128% compared to the baseline ACC/On-Off configuration, with a
T R, Rakshith, Yadav, Ankit
Probabilistic Thermal Modelling of AdBlue System Using Bayesian Networks2025-28-037010/30/2025
In Diesel engine exhaust after treatment system (ATS), Nitrogen Oxides (NOx) emissions control is achieved via Selective Catalytic Reduction (SCR) in which AdBlue or Diesel Exhaust Fluid (DEF) plays vital role. But AdBlue freezes below -11°C due to which in cold climate conditions system performance becomes critical as it affects efficiency as well as overall performance leading to safety and compliance with emission standards issue. So, it is essential to have a probabilistic thermal model which can predict the AdBlue temperature as per ambient temperature conditions. The present paper focuses on developing Bayesian Network (BN) based algorithm for AdBlue system by modelling probability of key factors influencing on its performance including AdBlue temperature, Ambient temperature, Coolant temperature, Coolant flow, Vehicle operating conditions etc. The BN Model predicts and ensures continuous learning and improvement of the system, based on operational data. Methodology proposed in
Thakur, Shivam, Salunke, Omkar
Advancing Vehicle-Level AC Thermal Management System Performance2025-28-043410/30/2025
Modern mobility solutions increasingly rely on HVAC systems due to growing transport demands, traffic congestion, and harsh environmental conditions. These systems, comprising a compressor, evaporator, condenser, and thermal expansion valve, require adequate airflow for optimal performance. Insufficient airflow, caused by factors like undersized ducts, improper fan settings, clogged filters, or high static pressures from duct restrictions, significantly hinders cooling capacity. The objective of this study is to develop a predictive model for passenger vehicle AC system performance under controlled environmental conditions. Discrepancies between predicted and desired performance will trigger a structured problem-solving process involving iterative testing, root cause analysis, and the development of corrective measures. The improvements will be focused on the vehicle-level HVAC design, adhering to customer specifications. This research will also establish an experimental validation
Meena, Avadhesh Kumar, Agarwal, Roopak, Sharma, Kamal, Kishore, Kamal
Study of Impact of Bumper Opening, Radiator Fan Capacity and Shroud Sealing on the Cabin Cooling Performance and MAC Power Consumption in ICE Vehicle2025-28-039210/30/2025
In automotive systems, efficient thermal management is essential for refining vehicle performance, enhancing passenger comfort, and reducing MAC Power Consumption. The performance of an air conditioning system is linked to the performance of its condenser, which in turn depends on critical parameters such as the opening area, radiator fan ability and shroud design sealing. The opening area decides the airflow rate through the condenser, directly affecting the heat exchange efficiency. A larger opening area typically allows for greater airflow, enhancing the condenser's ability to dissipate heat. The shroud, which guides the airflow through the condenser, plays a vital role in minimizing warm air recirculation. An optimally designed shroud can significantly improve the condenser's thermal performance by directing the airflow more effectively. Higher fan capacity can increase the airflow through the condenser, improving heat transfer rates. However, it is essential to balance fan
Nayak, Akash, lingampelly, Rajaprasad, Neupane, Manoj, Mittal, Sachin, Kumar, Mukesh, Umbarkar, Shriganesh
Numerical Investigation of Novel Hybrid Battery Thermal Management System Integrating Angular Fins for Lithium-Ion Batteries2025-28-035110/30/2025
To address the thermal management challenges in lithium-ion batteries-which are associated with safety, real-world driving, and operating cycles, particularly at high discharge rates and in extreme ambient conditions-it is essential to maintain the battery temperature within its optimal range. This work introduces a novel hybrid Battery Thermal Management System (BTMS) that integrating a Phase Change Material (PCM) and air cooling with fins attached to air-channel in PCM side. Unlike conventional approaches that use standard rectangular fins, this study employs angular fins with varying dimensions to enhance heat dissipation. The hybrid system is designed to leverage the high latent heat storage capability of the PCM while ensuring efficient convective heat removal through air cooling. The airflow through the cooling channel accelerates heat dissipation from the PCM, thereby increasing its effectiveness. The angular fins are strategically positioned within the PCM section to enhance
Kalvankar, Tejas, Lam, Prasanth Anand Kumar, Aruri, Pranushaa
Temperature and State of Charge Equalization through Passive and Active Thermal Management System Techniques for Electric Vehicles2025-28-036310/30/2025
Electric vehicles frequently employ lithium-based batteries owing to their elevated energy density, long lifespan, and flexible design. Currently, research is concentrated on thermal safety, particularly in high power and dense packing applications. In addition to being vital for data management, equalization, temperature control, voltage and current estimation, and battery safety, performance, and durability, for equalization a battery thermal management system is also necessary. To obtain a balanced and effective thermal management solution, passive and active thermal management techniques address thermal challenges in various applications. This paper provides a review on temperature effect on battery performance and comprehensive comparison between passive and active thermal management techniques, with a specific focus on temperature equalization and state of charge equalization in battery systems. A passive approach is analysed using natural cooling methods to equalise temperatures
Shaik, Amjad, Talluri, Srinivasa Rao, Prasad, Gvl, Boora, Meghana
A Critical Assessment of Alternative Refrigerants and Waste Heat Recovery for Sustainable Thermal Systems2025-28-035610/30/2025
The increasing demand for heating and cooling, coupled with growing environmental concerns, necessitates a paradigm shift towards sustainable thermal management practices. This paper presents a rigorous and scholarly investigation into innovative heating and cooling concepts, with a specific focus on the development and implementation of alternative refrigerants and waste heat recovery systems. The transition away from conventional refrigerants, with their detrimental impact on the environment, is explored through a comprehensive analysis of promising alternatives. Hydrofluoroolefins (HFOs), natural refrigerants (e.g., CO2, hydrocarbons, ammonia), and their blends are critically evaluated, considering their thermodynamic properties, environmental impact (GWP, ODP), safety considerations (flammability, toxicity), and application-specific performance. The paper delves into the intricacies of advanced cooling technologies, including absorption cooling, adsorption cooling, and
K, Neelima, Ch, Kavya, C, Somasundar, B, Harichandana, Satyam, Satyam, P, Geetha
Heat Pipes for PEM Fuel Cell Cooling – A Numerical Study2025-28-035510/30/2025
The principle of Proton Exchange Membrane (PEM) fuel cell technology involves reaction of hydrogen and oxygen near the membrane to produce electricity, and PEM fuel cells are being adopted to drive automobiles carrying wide range of loads. Some heat is also generated along with electricity due to the reaction in PEM fuel cell, and it must be dissipated to surroundings to maintain required operating temperature which is vital for efficient operation of the PEM fuel cell. Conventionally, liquid coolants are used to cool the PEM fuel cells, which require considerable pumping power. It is crucial to reduce the pumping power, and one way is to rely on passive cooling technologies like heat pipes. Heat pipes are widely used to dissipate heat from narrow heat generating spaces by working on the principles of phase change and capillary forces. The working fluid in the heat pipe, evaporates by taking the heat in the evaporator section, and condenses by rejecting heat to surroundings in the
Karlapalem, Vidyadhar, Bansode, Annasaheb
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