Pipe failure models can aid proactive management decisions and help target pipes in need of preventative repair or replacement. Yet. there are several uncertainties and challenges that arise when developing models. resulting in discord between failure predictions and those observed in the field. https://joesjeanes.shop/product-category/carpenter/