Abstract Within the framework of a low-carbon transition and integrated mineral resource exploitation. this study presents an innovative system dynamics (SD) model designed to optimize decision-making and enhance profitability in underground gold mining operations. The novel approach seamlessly integrates critical subsystems. including reserves. https://jalyttlers.shop/product-category/sweeper/