Gasification technology often requires the use of modeling approaches to incorporate several intermediate reactions in a complex nature. These traditional models are occasionally impractical and often challenging to bring reliable relations between performing parameters. Hence. this study outlined the solutions to overcome the challenges in modeling approaches. https://tftoyes.shop/product-category/gremlins/