Successfully controlling the industrial chemical supply chain presents specific challenges for companies. This critical network involves obtaining raw materials, transporting them to manufacturing facilities, and finally, distributing finished products to clients . Guaranteeing a reliable flow of chemicals requires careful planning, strong relation