Fuel blending (gasoline, diesel, and fuel oil) is a critical process in the petroleum industry, where various components are mixed to achieve the desired fuel specifications. Over the years, the methods and technologies used for gasoline blending have evolved significantly,…

  In the last two articles, we discussed the First Principles Blending Model (FPBM) and AI / Machine Learning if they can deliver the best blend in the most profitable and efficient ways. Each of the previously discussed methods has pros and cons,…

In the last article, we discussed the Gold Standard First Principle Blending Model (FPBM), its pros and cons, and the reason for its failure in many refineries due to many factors. Some of the factors for the failure of FPBM…