Abstract
The key to the advancement of thermal management technology lies in the optimization of control strategies. Building upon the traditional PID and fuzzy PID control, this paper presents a fuzzy PID control based on the Snow Geese Algorithm (SGA), aiming to study the refrigeration performance of the battery and the cabin under summer high-temperature conditions and the optimal cabin temperature control. The results show that when the environmental temperature was at 35 °C and 40 °C, the power battery temperature dropped to the target value of 25 °C around 1540 and 2000 s, respectively. Based on different temperature control strategies, under the environmental temperatures of 35 °C and 40 °C, the cabin temperature controlled by SGA-fuzzy PID was respectively stabilized at 25.07 °C and 24.97 °C, and the system response was superior to that of traditional PID control and fuzzy PID control. In comparison with the traditional PID control, the SGA-fuzzy PID control can increase the performance coefficient by 2.77 and 2.14%, respectively, and reduce the compressor power consumption by 0.82 and 1.51%, respectively. In comparison with the fuzzy PID control, the SGA-fuzzy PID control can increase the performance coefficient by 2.59 and 2.45%, respectively, and reduce the compressor power consumption by 0.48 and 1.39%, respectively.
| Original language | English |
|---|---|
| Pages (from-to) | 2505-2522 |
| Number of pages | 18 |
| Journal | Journal of Thermal Analysis and Calorimetry |
| Volume | 151 |
| Issue number | 3 |
| DOIs | |
| Publication status | Published - Feb 2026 |
| Externally published | Yes |
Keywords
- Air conditioning system
- Battery liquid cooling
- Pure electric vehicle
- Snow geese optimization algorithm
- Temperature control
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