NAME Research unit in data analytics 4.0 for grinding
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.
FIELDS OF APPLICATION
Grinding and finishing technologies
MOST OUTSTANDING EQUIPMENT AND COMPONENTS
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Blohm Planomat Orbit Planing Grinder and High Speed Danobat Cylindrical Grinding Machine
Blohm Planomat Orbit Planing Grinder and High Speed Danobat Cylindrical Grinding Machine
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Commercial software (Ansys) and proprietary development (GrndTemps)
Commercial software (Ansys) and proprietary development (GrndTemps)
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Complete and integrated sensor system
Complete and integrated sensor: dynamometer, power meter, acoustic emission, two-color pyrometer, acquisition system, etc.
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Free software and proprietary development for data analytics 4.0 Anaconda, Python
Free software and proprietary development for data analytics 4.0 Anaconda, Python
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Free software for DEM contact analysis (GranOO)
Free software for DEM contact analysis (GranOO)
SERVICES OFFERED BY THE ASSET
Investigation into new grinding wheel formulations
Feasibility study, testing and analysis of grinding results using new application-oriented grout formulations.
Research in machine data monitoring and analytics 4.0
Tests, training, and proposals to improve apps through data analytics (Machine Learning, Deep Learning)
Research into new ecological lubrication methods
Testing, training, and analysis of results in efficient and ecological lubrication systems for grinding.
ENTITY MANAGING THE ASSET
Contact person:
José Antonio Sánchez Galíndez
joseantonio.sanchez@ehu.eus