Engin Topan

AI Planners for High-Mix, Low-Volume (HMLV) Manufacturing

With aour group, we are developing end-to-end integrated planning methods using hybrid AI—combining operations research with machine learning—to capture the high variability due to HMLV setting as well as the increased uncertainity in global supply chains and support predictive and adaptive planning in HMLV environments where variability and uncertainity makes the planning the material and production planning processes extremely difficult and almost completely human driven. This work is driven by close collaboration with industry and executed through a portfolio of projects across TRL levels 3-7.