Successfully controlling the industrial chemical supply chain presents specific challenges for organizations . This vital network involves procuring raw materials, transporting them to manufacturing facilities, and finally, supplying finished products to end-users. Guaranteeing a steady flow of chemicals requires thorough planning, strong relations