“…Therefore, how to accurately predict and control the tunneling parameters has always been the research focus in the field of shield tunnel construction technology (Pan et al, 2022). At present, many scholars have studied the variation laws and theoretical calculations of cutter head torque, shield thrust, grouting pressure, tunneling speed and other parameters under different geological conditions during EPB shield tunneling, and established mathematical and physical models to predict tunneling parameters according to Hooke's law (Jie et al, 2017;Wei et al, 2017;Yang et al, 2017;Zhao et al, 2017;Boukhari, 2020;Cao et al, 2020;Gao et al, 2020;Al-Habahbeh, 2022;Lu et al, 2022;Lyu et al, 2022). Although these models can reflect the analytical relationship between tunneling parameters, shield tunneling is a complex and changing process, and the stratum it crosses is actually a non-uniform and discontinuous non-linear elastomer.…”