At this 15th edition of Advanced Manufacturing, held at IFEMA on November 15 and 16, our colleague Diana Manjarres represented the development team, CORE IA, CORE HPA and Efficient Thermal Systems Platform, of "BPOS-POM: Biomass Power-Plant Operating System - Process Optimization Manager" for ACCIONA, which has been recognized as a finalist in the "Smart Factory: Best Connected Production Chain" category of the prestigious Advanced Manufacturing 2023 award. BPOS-POM has demonstrated how the use of AI allows the optimization of operating processes, in this case, of biomass power generation plants, by offering an annual improvement of 132k€, by improving power generation performance from 0.845 to 0.835 Tn/MWh and, also, by the reduction of the maintenance cost of the installation; in the management of slag and ash and in the reduction of fouling. These improvements offer a lower environmental impact and a smaller carbon footprint thanks to real-time monitoring of the emissions associated with the power generation process.