We present a new grid of convective BL Herculis models using the state-of-the-art 1D non-linear radial stellar pulsation tool MESA-RSP. We investigate the impact of metallicity and four sets of different convection parameters on multi-wavelength properties. Non-linear models were computed for periods typical for BL Her stars, i.e. covering a wide range of input parameters - metallicity ($-2.0; \leq \leq 0.0; $), stellar mass (0.5M-0.8M), luminosity (50L-300L) and effective temperature (full extent of the instability strip; in steps of 50K). The total number of BL Her models with full-amplitude stable pulsations used in this study is 10280 across the four sets of convection parameters. We obtain their multiband () light curves and derive new theoretical period-luminosity (), period-Wesenheit () and period-radius () relations at mean light. We find that the models computed with radiative cooling show statistically similar slopes for , and relations. Most empirical relations match well with the theoretical , and relations from the BL Her models computed using the four sets of convection parameters. However, slopes of the models with radiative cooling provide a better match to empirical relations for BL Her stars in the LMC in the bands. For each set of convection parameters, the effect of metallicity is significant in and -bands and negligible in infrared bands, which is consistent with empirical results. No significant metallicity effects are seen in the relations.

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