“We’re taking 100 years of expertise we’ve in {hardware}, particularly pneumatics and electromechanical, and we’re making use of a layer of software program onto that {hardware},” defined Peter Rasmussen, international product supervisor for electrical actuators at Festo, when requested to explain the origins of Festo’s AX Movement Insights platform. This fusion of mechanical information with synthetic intelligence software program is being utilized to create a predictive upkeep app that helps producers keep away from the disruption and expense of sudden gear failures.
Festo’s AX Movement Insights platform consists of two functions: AX Movement Insights Electrical for monitoring electrical axes and servo drives, and AX Movement Insights Pneumatic for monitoring pneumatic cylinders.
The corporate defined that these apps may be deployed on-premises utilizing commonplace {hardware} and container know-how like Docker. Containerization permits the apps to be deployed flexibly on numerous computing environments, together with industrial PCs, digital machines, servers and edge units.
On the coronary heart of AX Movement Insights is a simple machine studying method. When the system is put in, it creates a baseline mannequin by studying the traditional working parameters of every monitored element. As soon as operational, the software program repeatedly analyzes uncooked knowledge from the machine, evaluating real-time efficiency towards this established baseline.
