A Study on Modeling and Control of Thermal Management Systems for Pure Electric Vehicles with Battery Temperature Control
DOI: 10.23977/jeeem.2026.090116 | Downloads: 4 | Views: 42
Author(s)
Wenhao Li 1, Zhulin Zhang 1, Ruiyan Shi 1
Affiliation(s)
1 School of Automotive Engineering, Shandong Jiaotong University, Jinan, Shandong, China
Corresponding Author
Zhulin ZhangABSTRACT
To address the cooling and preheating requirements of traction batteries in pure electric vehicles, this study proposes an integrated thermal management system coupling the refrigerant, battery, cabin heating, and motor/power-electronics cooling circuits. The system enables indirect natural cooling, chiller-assisted active cooling, and PTC-based low-temperature preheating of the battery. An AMESim/Simulink co-simulation model was developed, and a finite-state machine was used for operating-mode switching. A cooling-demand-based fuzzy controller was further designed, using cabin and battery cooling demands as inputs and a normalized compressor command as the output. By doing simulations with the WLTC (Worldwide Harmonized Light Vehicles Test Cycle), it was shown that under hot conditions the cabin temperature stayed around 22 °C and the battery temperature stayed near 32 °C; under cold conditions, the cabin hit the target temperature within 500–600 seconds, while the battery temperature kept rising; compared with a common PID controller, the fuzzy control strategy made the start of cooling better and reduced the changes in cabin temperature and compressor speed, and these results suggest that the proposed system and strategy can help with battery temperature control and thermal management in pure electric cars.
KEYWORDS
Pure electric vehicle; traction battery thermal management; integrated thermal management system; fuzzy controlCITE THIS PAPER
Wenhao Li, Zhulin Zhang, Ruiyan Shi. A Study on Modeling and Control of Thermal Management Systems for Pure Electric Vehicles with Battery Temperature Control. Journal of Electrotechnology, Electrical Engineering and Management (2026). Vol. 9, No.1, 129-139. DOI: http://dx.doi.org/10.23977/jeeem.2026.090116.
REFERENCES
[1] KIM J, OH J, LEE H. Review on battery thermal management system for electric vehicles[J]. Applied Thermal Engineering, 2019, 149: 192-212.
[2] JAGUEMONT J, BOULON L, DUBÉ Y. A comprehensive review of lithium-ion batteries used in hybrid and electric vehicles at cold temperatures[J]. Applied Energy, 2016, 164: 99-114.
[3] XIA G, CAO L, BI G. A review on battery thermal management in electric vehicle application[J]. Journal of Power Sources, 2017, 367: 90-105.
[4] LEI S, XIN S, LIU S. Separate and integrated thermal management solutions for electric vehicles: A review[J]. Journal of Power Sources, 2022, 550: 232133.
[5] JARRETT A, KIM I Y. Design optimization of electric vehicle battery cooling plates for thermal performance[J]. Journal of Power Sources, 2011, 196(23): 10359-10368.
[6] SHEN M, GAO Q. System simulation on refrigerant-based battery thermal management technology for electric vehicles[J]. Energy Conversion and Management, 2020, 203: 112176.
[7] TIAN Z, GU B. Analyses of an integrated thermal management system for electric vehicles[J]. International Journal of Energy Research, 2019, 43(11): 5788-5802.
[8] TIAN Z, GU B, GAO W, et al. Performance evaluation of an electric vehicle thermal management system with waste heat recovery[J]. Applied Thermal Engineering, 2020, 169: 114976.
[9] GUO J, JIANG F. A novel electric vehicle thermal management system based on cooling and heating of batteries by refrigerant[J]. Energy Conversion and Management, 2021, 237: 114145.
[10] LIAN Y B, LING H P, ZHU J P, et al. Thermal management optimization strategy of electric vehicle based on dynamic programming[J]. Control Engineering Practice, 2023, 137: 105562.
[11] HE L, JING H, ZHANG Y, et al. Performance research of integrated thermal management system for battery electric vehicles with motor waste heat recovery[J]. Journal of Energy Storage, 2024, 84: 110893.
[12] HONG J, SONG J, HAN U, et al. Performance investigation of electric vehicle thermal management system with thermal energy storage and waste heat recovery systems[J]. eTransportation, 2024, 19: 100317.
| Downloads: | 6527 |
|---|---|
| Visits: | 415900 |
Sponsors, Associates, and Links
-
Power Systems Computation
-
Internet of Things (IoT) and Engineering Applications
-
Computing, Performance and Communication Systems
-
Journal of Artificial Intelligence Practice
-
Advances in Computer, Signals and Systems
-
Journal of Network Computing and Applications
-
Journal of Web Systems and Applications
-
Journal of Wireless Sensors and Sensor Networks
-
Journal of Image Processing Theory and Applications
-
Mobile Computing and Networking
-
Vehicle Power and Propulsion
-
Frontiers in Computer Vision and Pattern Recognition
-
Knowledge Discovery and Data Mining Letters
-
Big Data Analysis and Cloud Computing
-
Electrical Insulation and Dielectrics
-
Crypto and Information Security
-
Journal of Neural Information Processing
-
Collaborative and Social Computing
-
International Journal of Network and Communication Technology
-
File and Storage Technologies
-
Frontiers in Genetic and Evolutionary Computation
-
Optical Network Design and Modeling
-
Journal of Virtual Reality and Artificial Intelligence
-
Natural Language Processing and Speech Recognition
-
Journal of High-Voltage
-
Programming Languages and Operating Systems
-
Visual Communications and Image Processing
-
Journal of Systems Analysis and Integration
-
Knowledge Representation and Automated Reasoning
-
Review of Information Display Techniques
-
Data and Knowledge Engineering
-
Journal of Database Systems
-
Journal of Cluster and Grid Computing
-
Cloud and Service-Oriented Computing
-
Journal of Networking, Architecture and Storage
-
Journal of Software Engineering and Metrics
-
Visualization Techniques
-
Journal of Parallel and Distributed Processing
-
Journal of Modeling, Analysis and Simulation
-
Journal of Privacy, Trust and Security
-
Journal of Cognitive Informatics and Cognitive Computing
-
Lecture Notes on Wireless Networks and Communications
-
International Journal of Computer and Communications Security
-
Journal of Multimedia Techniques
-
Automation and Machine Learning
-
Computational Linguistics Letters
-
Journal of Computer Architecture and Design
-
Journal of Ubiquitous and Future Networks

Download as PDF