Incorporating phase change materials (PCMs) into asphalt mixture can effectively improve high-temperature rutting resistance. However, existing conventional wheel tracking test (CWTT) procedures apply a constant test temperature (60 °C), which does not reflect the phase transition process of PCMs. The suitability of CWTT for evaluating the rutting resistance of PCMs-modified asphalt mixtures (P-MAM) remains unclear. If the CWTT is unsuitable for evaluating the rutting resistance of P-MAM, an improved wheel tracking test (IWTT) must be proposed for accurate rutting resistance assessment. In this study, PEG/SiO2 with different molecular weights were prepared and incorporated into asphalt mixture slabs. CWTT results (internal temperature, dynamic stability, rutting depth) were analyzed to identify the test limitations. An IWTT methodology was proposed which takes into account the whole phase transition process of PCMs over the temperature range of 40–70 °C. The IWTT protocol was subsequently applied to eight P-MAM specimens (including single- and double-layer configurations) to determine the most effective PCM incorporation strategy. Results indicate that the CWTT cannot reliably evaluate the rutting resistance of P-MAM. The IWTT successfully captures the thermal–mechanical coupling behavior of PCMs across phase transition process and provides reliable evaluation results. For single-layer P-MAM slabs, the addition of PEG6000/SiO2 has the best rutting resistance. For double-layer P-MAM slabs, adding PEG6000/SiO2 to the upper layer exhibits the optimal rutting resistance.
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