Research unit in data analytics 4.0 for grinding
DESCRIPTION
Research and development unit for advanced applications of data analytics 4.0 for the improvement of grinding applications. This unit is equipped with a high-performance Blohm Planomat grinding machine and a high-speed cylindrical Danobat (including contouring with a CBN wheel), fully sensorized for extensive data collection and efficiency analysis of grinding applications, including new generation grinding wheels, new lubrication and refrigeration strategies. The sensorization includes Kistler dynamometers, various types of diamond dressing tools, data acquisition systems, power meters, latest generation systems for measuring in-process temperatures, wear measurement systems and data analytics systems (Machine Learning). The unit is complemented with numerical calculation software for the study and simulation of contact conditions (GranOO), commercial software (Ansys) and self-development for the analysis of in-process temperatures and applications developed in Python for Machine Learning and Deep Learning.
MOST OUTSTANDING EQUIPMENT AND COMPONENTS
Blohm Planomat Orbit Planing Grinder and High Speed Danobat Cylindrical Grinding MachineBlohm Planomat Orbit Planing Grinder and High Speed Danobat Cylindrical Grinding Machine
Commercial software (Ansys) and proprietary development (GrndTemps)
Complete and integrated sensor: dynamometer, power meter, acoustic emission, two-color pyrometer, acquisition system, etc.
Free software and proprietary development for data analytics 4.0 Anaconda, Python
Free software for DEM contact analysis (GranOO)
SERVICES OFFERED BY THE ASSET
Investigation into new grinding wheel formulations
Research in machine data monitoring and analytics 4.0
Research into new ecological lubrication methods
ENTITY MANAGING THE ASSET
UPV/EHU
Contact person: José Antonio Sánchez Galíndez
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