Fig. 1

At-line end-of-mix recommendation system for UHPC production. The data acquisition system ingests process data into a predictive process model and a recommendation engine, which jointly monitor the current batch and propose pre-curing adjustments to keep the predicted 28-day strength within specification. Feedback is given to the operator (operator-in-the-loop). (CS = compressive strength; FS = flexural strength).