摘要
We investigate the accretion dynamics of the black hole X-ray binary Swift J1727.8−1613 during its (Formula presented) discovery outburst that lasted for (Formula presented) months. Insight-HXMT monitored the rising phase of the outburst of Swift J1727.8−1613 roughly continuously from 2023 August 25 to 2023 October 5. Strong signatures of type-C quasi-periodic oscillations (QPOs) are observed during this phase of the outburst. In our recent paper, nature of the QPOs are studied with the propagating oscillatory shock (POS) model. In this paper, we report on the observation of both positive (or hard) and negative (or soft) time-lags in the 4–10 keV (LE), 10–30 keV (ME), and 30–150 keV (HE) bands, computed with respect to the 2–4 keV reference band. We detect a clear transition from hard to soft lags as the outburst evolves. We show the evolution of QPOs and associated time-lags between different X-ray energy bands, correlated with changes in the QPO frequency, spectral state, and the size of the Comptonizing region. Our analysis reveals strong anticorrelations between the time-lags and both QPO frequency and photon index, and a strong positive correlation with the shock location. These evolving lag characteristics and their correlations provide crucial insights into the changing accretion geometry and the interplay of radiative processes, further supporting dynamic models like the POS in explaining the coupled spectro-temporal evolution in black hole X-ray binaries. © The Author(s) 2026. Published by Oxford University Press on behalf of Royal Astronomical Society.