The document summarizes the research of the Advanced Automation for Manufacturing Processes research group (GAMHE) at the Centre for Automation and Robotics (CAR) which is a joint task force between the Spanish National Research Council (CSIC) and the Technical University of Madrid (UPM). The GAMHE group has developed advanced control and monitoring strategies for manufacturing processes through projects with industrial partners and has over 10 employees with expertise in areas like control systems, robotics, and manufacturing.