Platform for Advanced Control and Estimation (PACE) is a state-of-the-art integrated APC technology that provides data collection, controller and estimator development, and application deployment features in one platform. This advanced technology solution optimizes plant processes safely while undergoing continuous disturbances such as feed composition and ambient conditions in the refining, chemical, and petrochemical industries. Typical benefits achieved include a 5% improvement in throughput, a 3% increase in yield, and a 10% reduction in energy consumption, resulting in a lower carbon footprint and helping companies reach their decarbonization goals.