“…Shuiping et al analyzed the insulation performance of double-layer air ducts to address the issue of high temperatures at deep mine excavation faces using ANSYS software [ 84 ]. Tianyang Wang et al estimated heat dissipation in deep mine environments based on on-site measurements and numerical simulation, leading to optimized ventilation distribution in deep mines [ 85 ].…”